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hello<00:00:13.839><c> everybody</c><00:00:14.400><c> I'm</c><00:00:14.519><c> Alexi</c><00:00:14.879><c> kov</c><00:00:15.679><c> uh</c><00:00:15.799><c> the</c>

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hello everybody I'm Alexi kov uh the
 

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hello everybody I'm Alexi kov uh the
organizer<00:00:16.320><c> of</c><00:00:16.440><c> SF</c><00:00:16.760><c> spark</c><00:00:17.119><c> here</c><00:00:17.400><c> on</c><00:00:17.560><c> location</c>

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organizer of SF spark here on location
 

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organizer of SF spark here on location
at<00:00:18.039><c> splice</c><00:00:18.560><c> machine</c><00:00:19.560><c> and</c><00:00:19.760><c> the</c><00:00:19.880><c> main</c><00:00:20.080><c> talk</c>

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at splice machine and the main talk
 

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at splice machine and the main talk
tonight<00:00:20.880><c> will</c><00:00:21.119><c> be</c><00:00:21.840><c> uh</c><00:00:22.039><c> about</c><00:00:22.960><c> uh</c><00:00:23.080><c> aach</c><00:00:23.439><c> ignite</c>

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tonight will be uh about uh aach ignite
 

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tonight will be uh about uh aach ignite
and<00:00:24.359><c> G</c><00:00:24.680><c> gain</c><00:00:25.000><c> and</c><00:00:25.279><c> we</c><00:00:25.519><c> have</c><00:00:25.800><c> with</c><00:00:25.960><c> us</c><00:00:26.840><c> uhan</c><00:00:27.840><c> who</c>

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and G gain and we have with us uhan who
 

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and G gain and we have with us uhan who
is<00:00:28.240><c> a</c><00:00:28.439><c> chief</c><00:00:28.640><c> prot</c><00:00:29.039><c> officer</c><00:00:29.759><c> uh</c><00:00:30.199><c> of</c><00:00:30.679><c> gri</c><00:00:30.960><c> gain</c>

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is a chief prot officer uh of gri gain
 

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is a chief prot officer uh of gri gain
also<00:00:31.519><c> PMC</c><00:00:31.880><c> of</c><00:00:32.040><c> Papik</c><00:00:32.439><c> Knight</c><00:00:32.680><c> and</c><00:00:32.880><c> he's</c><00:00:33.079><c> also</c>

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also PMC of Papik Knight and he's also
 

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also PMC of Papik Knight and he's also
co-founder<00:00:34.079><c> of</c><00:00:34.200><c> G</c><00:00:34.440><c> gain</c><00:00:35.000><c> great</c><00:00:35.360><c> it's</c><00:00:35.520><c> great</c><00:00:35.680><c> to</c>

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co-founder of G gain great it's great to
 

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co-founder of G gain great it's great to
have<00:00:35.920><c> you</c><00:00:36.040><c> with</c><00:00:36.200><c> us</c><00:00:36.680><c> thank</c><00:00:36.840><c> you</c><00:00:37.120><c> thank</c><00:00:37.280><c> you</c>

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have you with us thank you thank you
 

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have you with us thank you thank you
great<00:00:38.399><c> tell</c><00:00:38.520><c> us</c><00:00:38.640><c> a</c><00:00:38.719><c> little</c><00:00:38.920><c> bit</c><00:00:39.440><c> uh</c><00:00:39.640><c> how</c><00:00:39.800><c> did</c>

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great tell us a little bit uh how did
 

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great tell us a little bit uh how did
you<00:00:40.360><c> come</c><00:00:40.520><c> up</c><00:00:40.680><c> with</c><00:00:40.840><c> this</c><00:00:41.039><c> idea</c><00:00:41.360><c> of</c><00:00:41.559><c> gri</c><00:00:41.840><c> gain</c>

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you come up with this idea of gri gain
 

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you come up with this idea of gri gain
it's<00:00:42.600><c> uh</c><00:00:42.719><c> it's</c><00:00:42.920><c> pretty</c><00:00:43.120><c> interesting</c>

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it's uh it's pretty interesting
 

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it's uh it's pretty interesting
technology<00:00:43.879><c> what</c><00:00:44.000><c> it</c><00:00:44.160><c> is</c><00:00:44.800><c> you</c><00:00:44.960><c> know</c><00:00:45.480><c> how</c><00:00:45.600><c> it</c>

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technology what it is you know how it
 

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technology what it is you know how it
came<00:00:45.840><c> to</c><00:00:46.039><c> be</c><00:00:46.440><c> where</c><00:00:46.559><c> it</c><00:00:46.640><c> is</c><00:00:47.239><c> now</c><00:00:48.239><c> well</c><00:00:49.000><c> uh</c>

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came to be where it is now well uh
 

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came to be where it is now well uh
Nikita<00:00:50.640><c> Nikita</c><00:00:51.079><c> my</c><00:00:51.239><c> co-founder</c><00:00:52.000><c> like</c><00:00:52.359><c> the</c><00:00:52.480><c> guy</c>

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Nikita Nikita my co-founder like the guy
 

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Nikita Nikita my co-founder like the guy
confounded<00:00:53.239><c> with</c><00:00:53.399><c> and</c><00:00:53.640><c> I</c><00:00:54.160><c> we</c><00:00:54.879><c> had</c><00:00:55.079><c> the</c><00:00:55.280><c> idea</c><00:00:55.640><c> we</c>

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confounded with and I we had the idea we
 

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confounded with and I we had the idea we
always<00:00:56.520><c> uh</c><00:00:56.719><c> were</c><00:00:57.000><c> part</c>

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always uh were part
 

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always uh were part
of<00:00:58.920><c> distributed</c><00:00:59.480><c> computing</c><00:01:00.039><c> and</c><00:01:00.160><c> we</c><00:01:00.399><c> always</c>

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of distributed computing and we always
 

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of distributed computing and we always
were<00:01:00.879><c> working</c><00:01:01.199><c> in</c><00:01:01.680><c> all</c><00:01:02.000><c> those</c><00:01:03.000><c> projects</c><00:01:03.519><c> that</c>

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were working in all those projects that
 

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were working in all those projects that
required<00:01:04.600><c> big</c><00:01:04.839><c> scale</c><00:01:05.280><c> and</c>

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required big scale and
 

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required big scale and
lots<00:01:08.119><c> lots</c><00:01:08.479><c> of</c><00:01:08.680><c> fance</c><00:01:09.280><c> and</c>

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lots lots of fance and
 

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lots lots of fance and
scalability<00:01:11.080><c> so</c><00:01:11.600><c> essentially</c><00:01:12.600><c> when</c><00:01:12.799><c> we</c><00:01:12.960><c> just</c>

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scalability so essentially when we just
 

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scalability so essentially when we just
started<00:01:13.799><c> I</c><00:01:13.880><c> mean</c><00:01:14.159><c> the</c><00:01:14.320><c> market</c><00:01:14.680><c> was</c><00:01:14.880><c> not</c><00:01:15.280><c> as</c>

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started I mean the market was not as
 

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started I mean the market was not as
populated<00:01:16.560><c> and</c><00:01:17.040><c> saturated</c><00:01:17.720><c> if</c><00:01:17.799><c> you</c><00:01:17.960><c> will</c><00:01:18.360><c> as</c>

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populated and saturated if you will as
 

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populated and saturated if you will as
it<00:01:18.799><c> it</c><00:01:18.920><c> is</c><00:01:19.040><c> today</c><00:01:19.799><c> at</c><00:01:19.960><c> that</c><00:01:20.119><c> time</c><00:01:20.320><c> we</c><00:01:20.479><c> had</c>

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it it is today at that time we had
 

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it it is today at that time we had
Globus<00:01:21.520><c> we</c><00:01:21.759><c> had</c><00:01:22.400><c> Sun</c><00:01:22.759><c> engine</c><00:01:23.159><c> Sun</c><00:01:23.479><c> GD</c><00:01:23.720><c> engine</c>

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Globus we had Sun engine Sun GD engine
 

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Globus we had Sun engine Sun GD engine
and<00:01:24.560><c> probably</c><00:01:24.840><c> a</c><00:01:24.920><c> couple</c><00:01:25.240><c> more</c><00:01:26.240><c> and</c><00:01:27.000><c> um</c><00:01:28.000><c> we</c>

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and probably a couple more and um we
 

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and probably a couple more and um we
just<00:01:28.720><c> uh</c><00:01:29.159><c> and</c><00:01:29.280><c> it</c><00:01:29.400><c> was</c><00:01:29.560><c> hard</c><00:01:30.159><c> it</c><00:01:30.280><c> was</c><00:01:30.479><c> hard</c><00:01:30.720><c> to</c>

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just uh and it was hard it was hard to
 

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just uh and it was hard it was hard to
use<00:01:31.159><c> grid</c><00:01:31.720><c> Computing</c><00:01:32.720><c> actually</c><00:01:33.079><c> to</c><00:01:33.439><c> spin</c><00:01:33.799><c> off</c>

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use grid Computing actually to spin off
 

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use grid Computing actually to spin off
a<00:01:34.439><c> project</c><00:01:34.799><c> on</c><00:01:35.040><c> lobus</c><00:01:36.000><c> probably</c><00:01:36.320><c> would</c><00:01:36.479><c> take</c>

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a project on lobus probably would take
 

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a project on lobus probably would take
you<00:01:37.399><c> maybe</c><00:01:38.399><c> several</c><00:01:38.840><c> days</c><00:01:39.320><c> M</c><00:01:40.000><c> so</c><00:01:40.479><c> Nikita</c><00:01:40.880><c> and</c><00:01:41.000><c> I</c>

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you maybe several days M so Nikita and I
 

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you maybe several days M so Nikita and I
we<00:01:41.560><c> had</c><00:01:41.759><c> this</c><00:01:41.960><c> idea</c><00:01:42.320><c> of</c><00:01:42.840><c> grid</c><00:01:43.159><c> Computing</c><00:01:43.600><c> Made</c>

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we had this idea of grid Computing Made
 

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we had this idea of grid Computing Made
Simple<00:01:44.840><c> and</c><00:01:45.280><c> that's</c><00:01:45.520><c> when</c><00:01:46.399><c> we</c><00:01:46.600><c> started</c><00:01:47.040><c> grid</c>

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Simple and that's when we started grid
 

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Simple and that's when we started grid
gain<00:01:47.520><c> as</c><00:01:47.640><c> an</c><00:01:47.759><c> open</c><00:01:48.040><c> source</c><00:01:48.399><c> project</c><00:01:49.119><c> and</c><00:01:49.799><c> the</c>

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gain as an open source project and the
 

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gain as an open source project and the
whole<00:01:50.159><c> idea</c><00:01:50.520><c> was</c><00:01:50.880><c> that</c><00:01:51.119><c> you</c><00:01:51.399><c> you</c><00:01:51.479><c> should</c><00:01:51.719><c> be</c>

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whole idea was that you you should be
 

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whole idea was that you you should be
able<00:01:52.040><c> to</c><00:01:52.200><c> start</c><00:01:52.520><c> Computing</c><00:01:52.960><c> on</c><00:01:53.079><c> a</c><00:01:53.200><c> clustered</c>

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able to start Computing on a clustered
 

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able to start Computing on a clustered
environment<00:01:54.159><c> in</c><00:01:54.240><c> a</c><00:01:54.320><c> full</c><00:01:54.560><c> hor</c><00:01:54.960><c> fashion</c><00:01:55.680><c> within</c>

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environment in a full hor fashion within
 

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environment in a full hor fashion within
5<00:01:56.159><c> minutes</c><00:01:56.560><c> what</c><00:01:56.719><c> year</c><00:01:56.920><c> was</c>

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5 minutes what year was
 

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5 minutes what year was
that<00:01:59.200><c> I'm</c><00:01:59.360><c> not</c><00:01:59.560><c> going</c><00:01:59.640><c> to</c><00:02:00.320><c> give</c><00:02:00.439><c> you</c><00:02:00.759><c> it's</c>

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that I'm not going to give you it's
 

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that I'm not going to give you it's
probably<00:02:01.200><c> 7even</c><00:02:01.439><c> eight</c><00:02:01.680><c> years</c><00:02:01.880><c> ago</c><00:02:02.479><c> okay</c><00:02:02.840><c> so</c>

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probably 7even eight years ago okay so
 

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probably 7even eight years ago okay so
that's<00:02:03.200><c> before</c><00:02:03.560><c> spark</c><00:02:04.200><c> yeah</c><00:02:04.399><c> but</c><00:02:04.920><c> uh</c><00:02:05.200><c> yeah</c>

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that's before spark yeah but uh yeah
 

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that's before spark yeah but uh yeah
that's<00:02:05.560><c> before</c><00:02:05.960><c> spark</c><00:02:06.280><c> and</c><00:02:06.399><c> we</c><00:02:06.520><c> started</c><00:02:06.840><c> out</c>

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that's before spark and we started out
 

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that's before spark and we started out
in<00:02:07.159><c> a</c><00:02:07.320><c> garage</c><00:02:07.840><c> kind</c><00:02:08.039><c> of</c><00:02:08.200><c> mode</c><00:02:08.720><c> and</c><00:02:09.080><c> uh</c><00:02:09.440><c> we're</c>

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in a garage kind of mode and uh we're
 

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in a garage kind of mode and uh we're
working<00:02:10.479><c> uh</c><00:02:10.720><c> after</c><00:02:11.360><c> after</c><00:02:11.640><c> working</c><00:02:12.080><c> hours</c><00:02:13.080><c> and</c>

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working uh after after working hours and
 

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working uh after after working hours and
then<00:02:13.520><c> at</c><00:02:14.200><c> certain</c><00:02:14.560><c> point</c><00:02:14.760><c> we</c><00:02:14.920><c> land</c><00:02:15.160><c> at</c><00:02:15.280><c> a</c>

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then at certain point we land at a
 

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then at certain point we land at a
Consulting<00:02:15.959><c> project</c><00:02:16.400><c> which</c><00:02:16.519><c> we</c><00:02:16.720><c> used</c><00:02:17.280><c> for</c>

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Consulting project which we used for
 

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Consulting project which we used for
sponsoring<00:02:19.080><c> a</c><00:02:19.200><c> team</c><00:02:19.800><c> in</c><00:02:20.040><c> Russia</c><00:02:20.400><c> that</c><00:02:20.560><c> helped</c>

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sponsoring a team in Russia that helped
 

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sponsoring a team in Russia that helped
us<00:02:21.040><c> develop</c><00:02:21.760><c> grid</c><00:02:22.080><c> game</c><00:02:22.360><c> so</c><00:02:22.560><c> that's</c><00:02:22.760><c> how</c><00:02:22.920><c> grid</c>

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us develop grid game so that's how grid
 

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us develop grid game so that's how grid
game<00:02:23.879><c> came</c><00:02:24.040><c> out</c><00:02:24.239><c> to</c><00:02:24.560><c> to</c><00:02:24.680><c> be</c><00:02:24.879><c> it</c><00:02:25.000><c> started</c><00:02:25.319><c> out</c><00:02:25.480><c> as</c>

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game came out to to be it started out as
 

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game came out to to be it started out as
a<00:02:25.720><c> computer</c><00:02:26.120><c> grid</c><00:02:26.560><c> mhm</c><00:02:27.280><c> and</c><00:02:27.760><c> uh</c><00:02:27.920><c> it</c><00:02:28.120><c> actually</c>

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a computer grid mhm and uh it actually
 

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a computer grid mhm and uh it actually
uh<00:02:29.239><c> became</c><00:02:29.519><c> pretty</c><00:02:30.040><c> popular</c><00:02:30.760><c> from</c><00:02:30.920><c> the</c><00:02:31.120><c> GetGo</c>

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uh became pretty popular from the GetGo
 

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uh became pretty popular from the GetGo
and<00:02:32.840><c> as</c><00:02:33.239><c> we</c><00:02:33.480><c> progress</c><00:02:33.959><c> we</c><00:02:34.120><c> figured</c><00:02:34.599><c> that</c><00:02:35.160><c> jazz</c>

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and as we progress we figured that jazz
 

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and as we progress we figured that jazz
computer<00:02:35.879><c> is</c><00:02:35.959><c> not</c><00:02:36.120><c> going</c><00:02:36.200><c> to</c><00:02:36.319><c> be</c><00:02:36.480><c> enough</c><00:02:36.680><c> so</c><00:02:36.800><c> we</c>

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computer is not going to be enough so we
 

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computer is not going to be enough so we
added<00:02:37.160><c> the</c><00:02:37.360><c> data</c><00:02:37.599><c> site</c><00:02:38.000><c> MH</c><00:02:38.760><c> and</c><00:02:39.280><c> then</c><00:02:40.280><c> we</c><00:02:40.440><c> had</c><00:02:40.599><c> a</c>

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added the data site MH and then we had a
 

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added the data site MH and then we had a
few<00:02:40.840><c> changes</c><00:02:41.159><c> in</c><00:02:41.239><c> the</c><00:02:41.400><c> company</c><00:02:41.800><c> and</c><00:02:42.040><c> then</c><00:02:42.519><c> we</c>

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few changes in the company and then we
 

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few changes in the company and then we
donated<00:02:43.760><c> our</c><00:02:44.080><c> code</c><00:02:44.319><c> to</c><00:02:44.519><c> Apache</c><00:02:44.920><c> ignite</c><00:02:45.440><c> and</c>

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donated our code to Apache ignite and
 

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donated our code to Apache ignite and
here<00:02:46.200><c> where</c><00:02:47.120><c> Co</c><00:02:47.480><c> so</c><00:02:47.680><c> so</c><00:02:48.239><c> you</c><00:02:48.360><c> take</c><00:02:48.519><c> GRE</c>

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here where Co so so you take GRE
 

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here where Co so so you take GRE
Computing<00:02:49.120><c> and</c><00:02:49.280><c> so</c><00:02:49.400><c> you</c><00:02:49.519><c> mentioned</c><00:02:49.959><c> sub</c>

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Computing and so you mentioned sub
 

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Computing and so you mentioned sub
systems<00:02:50.519><c> I</c><00:02:50.599><c> think</c><00:02:50.760><c> this</c><00:02:50.879><c> is</c><00:02:51.040><c> not</c><00:02:51.280><c> kind</c><00:02:51.400><c> of</c><00:02:51.599><c> the</c>

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systems I think this is not kind of the
 

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systems I think this is not kind of the
traditional<00:02:53.000><c> distributed</c><00:02:53.640><c> systems</c><00:02:54.640><c> kind</c><00:02:54.760><c> of</c>

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traditional distributed systems kind of
 

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traditional distributed systems kind of
in<00:02:55.040><c> the</c><00:02:56.040><c> uh</c><00:02:56.239><c> area</c><00:02:56.560><c> right</c><00:02:56.680><c> so</c><00:02:56.800><c> can</c><00:02:56.920><c> you</c><00:02:57.040><c> talk</c><00:02:57.159><c> a</c>

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in the uh area right so can you talk a
 

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in the uh area right so can you talk a
little<00:02:57.360><c> bit</c><00:02:57.480><c> about</c><00:02:57.680><c> grid</c><00:02:57.879><c> Computing</c><00:02:58.519><c> area</c><00:02:59.040><c> as</c>

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little bit about grid Computing area as
 

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little bit about grid Computing area as
kind<00:02:59.360><c> of</c><00:02:59.480><c> preced</c><00:02:59.959><c> in</c><00:03:00.519><c> uh</c><00:03:00.720><c> Hadoop</c><00:03:01.519><c> and</c><00:03:01.879><c> what</c>

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kind of preced in uh Hadoop and what
 

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kind of preced in uh Hadoop and what
what<00:03:02.400><c> is</c><00:03:02.560><c> specific</c><00:03:03.280><c> what</c><00:03:03.440><c> are</c><00:03:03.599><c> the</c><00:03:03.720><c> customers</c>

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what is specific what are the customers
 

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what is specific what are the customers
of<00:03:04.360><c> this</c><00:03:05.159><c> uh</c><00:03:05.280><c> you</c><00:03:05.360><c> know</c><00:03:05.519><c> what</c><00:03:05.640><c> is</c><00:03:05.760><c> mostly</c><00:03:06.040><c> used</c>

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of this uh you know what is mostly used
 

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of this uh you know what is mostly used
well<00:03:07.680><c> U</c><00:03:08.680><c> from</c><00:03:08.959><c> the</c><00:03:09.360><c> uh</c><00:03:10.120><c> generally</c><00:03:10.560><c> speaking</c><00:03:11.000><c> I</c>

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well U from the uh generally speaking I
 

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well U from the uh generally speaking I
mean<00:03:11.400><c> Hadoop</c><00:03:11.799><c> and</c><00:03:11.920><c> grid</c><00:03:12.159><c> gain</c><00:03:13.000><c> are</c><00:03:13.159><c> designed</c>

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mean Hadoop and grid gain are designed
 

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mean Hadoop and grid gain are designed
to<00:03:13.560><c> solve</c><00:03:13.840><c> different</c><00:03:14.080><c> types</c><00:03:14.280><c> of</c><00:03:14.480><c> problems</c>

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to solve different types of problems
 

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to solve different types of problems
Hadoop<00:03:16.280><c> initially</c><00:03:17.280><c> uh</c><00:03:17.519><c> was</c><00:03:17.720><c> created</c><00:03:18.120><c> to</c><00:03:18.440><c> take</c>

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Hadoop initially uh was created to take
 

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Hadoop initially uh was created to take
uh<00:03:19.879><c> it's</c><00:03:19.959><c> a</c><00:03:20.120><c> batch</c><00:03:20.360><c> oriented</c><00:03:21.080><c> system</c><00:03:21.480><c> so</c>

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uh it's a batch oriented system so
 

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uh it's a batch oriented system so
there's<00:03:22.159><c> it's</c><00:03:22.319><c> very</c><00:03:22.519><c> batchy</c><00:03:23.280><c> and</c><00:03:24.280><c> uh</c>

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there's it's very batchy and uh
 

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there's it's very batchy and uh
essentially<00:03:25.080><c> if</c><00:03:25.200><c> you</c><00:03:25.360><c> have</c><00:03:25.480><c> a</c><00:03:25.720><c> problem</c><00:03:26.040><c> that</c>

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essentially if you have a problem that
 

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essentially if you have a problem that
takes<00:03:26.400><c> an</c><00:03:26.519><c> hour</c><00:03:26.840><c> maybe</c><00:03:27.040><c> a</c><00:03:27.120><c> couple</c><00:03:27.400><c> hours</c><00:03:28.239><c> and</c>

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takes an hour maybe a couple hours and
 

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takes an hour maybe a couple hours and
you<00:03:28.519><c> use</c><00:03:28.720><c> map</c><00:03:28.959><c> Ru</c><00:03:29.280><c> you</c><00:03:29.400><c> may</c><00:03:29.879><c> be</c><00:03:30.000><c> able</c><00:03:30.560><c> to</c>

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you use map Ru you may be able to
 

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you use map Ru you may be able to
complete<00:03:31.879><c> it</c><00:03:32.080><c> in</c><00:03:32.239><c> maybe</c><00:03:32.560><c> 30</c><00:03:33.120><c> 30</c><00:03:33.439><c> minutes</c><00:03:33.720><c> or</c><00:03:33.840><c> so</c>

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complete it in maybe 30 30 minutes or so
 

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complete it in maybe 30 30 minutes or so
so<00:03:34.200><c> it</c><00:03:34.360><c> actually</c><00:03:34.760><c> provides</c><00:03:35.159><c> good</c>

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so it actually provides good
 

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so it actually provides good
acceleration<00:03:35.879><c> for</c><00:03:36.480><c> those</c><00:03:36.680><c> batch</c><00:03:37.000><c> oriented</c>

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acceleration for those batch oriented
 

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acceleration for those batch oriented
offline<00:03:38.040><c> systems</c><00:03:38.599><c> that</c><00:03:39.159><c> need</c><00:03:39.720><c> to</c><00:03:39.920><c> Crunch</c><00:03:40.200><c> on</c><00:03:40.319><c> a</c>

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offline systems that need to Crunch on a
 

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offline systems that need to Crunch on a
lot<00:03:40.560><c> of</c><00:03:40.720><c> data</c><00:03:41.439><c> our</c><00:03:41.680><c> Focus</c><00:03:42.120><c> was</c><00:03:42.319><c> to</c><00:03:42.560><c> take</c><00:03:43.080><c> a</c><00:03:43.280><c> job</c>

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lot of data our Focus was to take a job
 

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lot of data our Focus was to take a job
that<00:03:43.879><c> maybe</c><00:03:44.159><c> takes</c><00:03:44.360><c> a</c><00:03:44.480><c> few</c><00:03:44.760><c> seconds</c><00:03:45.480><c> and</c>

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that maybe takes a few seconds and
 

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that maybe takes a few seconds and
execute<00:03:46.200><c> it</c><00:03:46.400><c> in</c><00:03:46.680><c> milliseconds</c><00:03:47.560><c> MH</c><00:03:48.159><c> so</c><00:03:48.680><c> it's</c><00:03:48.840><c> a</c>

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execute it in milliseconds MH so it's a
 

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execute it in milliseconds MH so it's a
real<00:03:49.439><c> time</c><00:03:49.720><c> from</c><00:03:49.920><c> the</c><00:03:50.080><c> GetGo</c><00:03:50.439><c> we</c><00:03:50.560><c> designed</c><00:03:50.799><c> it</c>

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real time from the GetGo we designed it
 

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real time from the GetGo we designed it
as<00:03:51.040><c> a</c><00:03:51.200><c> real</c><00:03:51.480><c> time</c><00:03:51.760><c> very</c><00:03:52.040><c> responsive</c><00:03:52.599><c> system</c><00:03:53.120><c> M</c>

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as a real time very responsive system M
 

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as a real time very responsive system M
uh<00:03:54.079><c> that</c>

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uh that
 

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uh that
uh<00:03:56.319><c> uh</c><00:03:56.920><c> was</c><00:03:57.120><c> meant</c><00:03:57.439><c> to</c><00:03:57.599><c> perform</c><00:03:58.439><c> and</c><00:03:58.680><c> was</c><00:03:58.879><c> meant</c>

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uh uh was meant to perform and was meant
 

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uh uh was meant to perform and was meant
to<00:03:59.239><c> scale</c><00:04:00.000><c> so</c><00:04:00.319><c> that's</c><00:04:00.519><c> where</c><00:04:00.720><c> would</c><00:04:00.879><c> be</c><00:04:01.040><c> the</c>

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to scale so that's where would be the
 

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to scale so that's where would be the
difference<00:04:01.560><c> so</c><00:04:02.120><c> and</c><00:04:02.720><c> all</c><00:04:02.840><c> the</c><00:04:03.000><c> use</c><00:04:03.280><c> cases</c><00:04:03.680><c> that</c>

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difference so and all the use cases that
 

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difference so and all the use cases that
I'm<00:04:04.159><c> seeing</c><00:04:04.480><c> today</c><00:04:05.239><c> in</c><00:04:05.400><c> Apache</c><00:04:05.799><c> ignite</c><00:04:06.640><c> there</c>

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I'm seeing today in Apache ignite there
 

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I'm seeing today in Apache ignite there
is<00:04:06.879><c> a</c><00:04:07.040><c> lot</c><00:04:07.159><c> of</c><00:04:07.280><c> use</c><00:04:07.560><c> cases</c><00:04:08.120><c> that</c><00:04:08.920><c> are</c><00:04:09.439><c> that</c><00:04:09.519><c> are</c>

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is a lot of use cases that are that are
 

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is a lot of use cases that are that are
transactional<00:04:10.560><c> and</c><00:04:10.760><c> that</c><00:04:10.920><c> require</c><00:04:11.400><c> those</c>

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transactional and that require those
 

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transactional and that require those
hundreds<00:04:12.239><c> of</c><00:04:12.400><c> thousands</c><00:04:12.799><c> of</c><00:04:13.280><c> uh</c><00:04:13.439><c> transactions</c>

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hundreds of thousands of uh transactions
 

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hundreds of thousands of uh transactions
per<00:04:14.159><c> second</c><00:04:14.640><c> MH</c><00:04:15.120><c> not</c><00:04:15.280><c> to</c><00:04:15.400><c> say</c><00:04:15.640><c> that</c><00:04:15.760><c> we're</c><00:04:15.920><c> not</c>

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per second MH not to say that we're not
 

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per second MH not to say that we're not
doing<00:04:16.280><c> the</c><00:04:16.400><c> analytical</c><00:04:16.959><c> part</c><00:04:17.280><c> but</c><00:04:17.560><c> there's</c><00:04:17.759><c> a</c>

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doing the analytical part but there's a
 

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doing the analytical part but there's a
lot<00:04:18.079><c> of</c><00:04:18.759><c> a</c><00:04:18.880><c> lot</c><00:04:19.040><c> of</c><00:04:19.359><c> that</c><00:04:19.680><c> idea</c><00:04:20.280><c> I'm</c><00:04:20.400><c> seeing</c>

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lot of a lot of that idea I'm seeing
 

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lot of a lot of that idea I'm seeing
today<00:04:21.079><c> when</c><00:04:21.479><c> I'm</c><00:04:21.600><c> seeing</c><00:04:22.120><c> you</c><00:04:22.400><c> our</c><00:04:22.720><c> users</c><00:04:23.720><c> R</c>

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today when I'm seeing you our users R
 

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today when I'm seeing you our users R
transactions<00:04:25.080><c> under</c><00:04:25.639><c> huge</c>

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transactions under huge
 

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transactions under huge
loads<00:04:27.560><c> so</c><00:04:27.800><c> I</c><00:04:28.120><c> I</c><00:04:28.400><c> I</c><00:04:28.560><c> I</c><00:04:28.639><c> think</c><00:04:28.800><c> I've</c><00:04:28.919><c> read</c><00:04:29.479><c> uh</c><00:04:29.840><c> agre</c>

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loads so I I I I think I've read uh agre
 

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loads so I I I I think I've read uh agre
used<00:04:30.639><c> on</c><00:04:30.800><c> Wall</c><00:04:31.000><c> Street</c><00:04:31.240><c> and</c><00:04:31.440><c> by</c><00:04:31.680><c> for</c><00:04:31.800><c> trading</c>

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used on Wall Street and by for trading
 

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used on Wall Street and by for trading
uh<00:04:33.199><c> so</c><00:04:33.479><c> this</c><00:04:33.600><c> is</c><00:04:33.680><c> not</c><00:04:33.919><c> typical</c><00:04:34.240><c> application</c><00:04:34.720><c> of</c>

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uh so this is not typical application of
 

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uh so this is not typical application of
kind<00:04:35.000><c> of</c><00:04:35.120><c> traditional</c><00:04:35.440><c> open</c><00:04:35.639><c> source</c><00:04:35.880><c> we</c><00:04:36.000><c> see</c>

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kind of traditional open source we see
 

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kind of traditional open source we see
around<00:04:37.280><c> directly</c><00:04:37.880><c> right</c><00:04:38.039><c> so</c><00:04:38.520><c> how</c><00:04:39.039><c> you</c><00:04:39.120><c> know</c>

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around directly right so how you know
 

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around directly right so how you know
how<00:04:39.479><c> does</c><00:04:39.680><c> that</c><00:04:39.919><c> work</c><00:04:40.199><c> you</c><00:04:40.320><c> know</c><00:04:40.560><c> how</c><00:04:40.800><c> these</c>

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how does that work you know how these
 

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how does that work you know how these
customers<00:04:41.680><c> you</c><00:04:41.800><c> know</c><00:04:42.759><c> use</c><00:04:43.000><c> it</c><00:04:43.440><c> if</c><00:04:43.520><c> you</c><00:04:43.639><c> can</c>

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customers you know use it if you can
 

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customers you know use it if you can
talk<00:04:43.919><c> a</c><00:04:44.000><c> little</c><00:04:44.160><c> bit</c><00:04:44.320><c> about</c><00:04:44.520><c> it</c><00:04:45.240><c> so</c><00:04:45.600><c> yeah</c><00:04:45.800><c> if</c>

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talk a little bit about it so yeah if
 

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talk a little bit about it so yeah if
you<00:04:46.400><c> mention</c><00:04:46.759><c> Wall</c><00:04:47.000><c> Street</c><00:04:47.320><c> then</c><00:04:47.520><c> let's</c><00:04:47.720><c> talk</c>

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you mention Wall Street then let's talk
 

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you mention Wall Street then let's talk
about<00:04:48.160><c> Wall</c><00:04:48.360><c> Street</c><00:04:48.639><c> a</c><00:04:48.720><c> little</c><00:04:48.919><c> bit</c><00:04:49.400><c> so</c><00:04:49.800><c> what</c>

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about Wall Street a little bit so what
 

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about Wall Street a little bit so what
is<00:04:50.080><c> important</c><00:04:50.600><c> in</c><00:04:50.800><c> financials</c><00:04:51.520><c> right</c><00:04:51.720><c> I</c><00:04:51.800><c> mean</c>

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is important in financials right I mean
 

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is important in financials right I mean
Financial<00:04:53.120><c> uh</c><00:04:53.240><c> if</c><00:04:53.320><c> you</c><00:04:53.479><c> think</c><00:04:53.720><c> about</c>

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Financial uh if you think about
 

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Financial uh if you think about
financial<00:04:54.400><c> companies</c><00:04:54.840><c> they</c><00:04:55.000><c> move</c><00:04:55.280><c> money</c><00:04:55.840><c> yes</c>

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financial companies they move money yes
 

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financial companies they move money yes
uh<00:04:56.520><c> they</c><00:04:56.639><c> don't</c><00:04:56.800><c> like</c><00:04:57.000><c> mistakes</c><00:04:57.680><c> they</c><00:04:57.759><c> don't</c>

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uh they don't like mistakes they don't
 

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uh they don't like mistakes they don't
like<00:04:58.080><c> down</c><00:04:58.400><c> times</c><00:04:59.400><c> uh</c><00:04:59.960><c> so</c><00:05:00.960><c> for</c><00:05:01.280><c> them</c><00:05:02.000><c> uh</c><00:05:02.800><c> to</c>

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like down times uh so for them uh to
 

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like down times uh so for them uh to
move<00:05:03.199><c> to</c><00:05:03.320><c> a</c><00:05:03.440><c> new</c><00:05:03.639><c> system</c><00:05:04.000><c> would</c><00:05:04.160><c> be</c><00:05:04.479><c> a</c><00:05:04.680><c> huge</c>

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move to a new system would be a huge
 

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move to a new system would be a huge
decision<00:05:06.240><c> and</c><00:05:06.919><c> they</c><00:05:07.160><c> and</c><00:05:07.280><c> that's</c><00:05:07.520><c> why</c><00:05:07.680><c> they</c>

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decision and they and that's why they
 

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decision and they and that's why they
make<00:05:08.120><c> moves</c><00:05:08.520><c> very</c><00:05:09.039><c> rarely</c><00:05:10.039><c> and</c><00:05:10.680><c> and</c><00:05:10.880><c> that's</c>

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make moves very rarely and and that's
 

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make moves very rarely and and that's
why<00:05:11.479><c> I</c><00:05:11.520><c> mean</c><00:05:11.919><c> they</c><00:05:12.560><c> a</c><00:05:12.639><c> lot</c><00:05:12.759><c> of</c><00:05:12.880><c> times</c><00:05:13.080><c> when</c><00:05:13.199><c> you</c>

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why I mean they a lot of times when you
 

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why I mean they a lot of times when you
walk<00:05:13.680><c> into</c><00:05:13.880><c> a</c><00:05:14.000><c> large</c><00:05:14.360><c> Wall</c><00:05:14.560><c> Street</c><00:05:14.800><c> firm</c>

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walk into a large Wall Street firm
 

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walk into a large Wall Street firm
you'll<00:05:15.759><c> see</c><00:05:15.960><c> a</c><00:05:16.120><c> traditional</c><00:05:16.960><c> two</c><00:05:17.280><c> three</c><00:05:17.520><c> tier</c>

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you'll see a traditional two three tier
 

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you'll see a traditional two three tier
architecture<00:05:18.520><c> where</c><00:05:18.720><c> there's</c><00:05:19.000><c> one</c><00:05:19.280><c> database</c>

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architecture where there's one database
 

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architecture where there's one database
maybe<00:05:20.080><c> with</c><00:05:20.199><c> some</c><00:05:20.479><c> replication</c><00:05:21.479><c> that</c><00:05:21.720><c> gets</c><00:05:22.199><c> uh</c>

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maybe with some replication that gets uh
 

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maybe with some replication that gets uh
loaded<00:05:22.759><c> but</c><00:05:22.960><c> it's</c><00:05:23.160><c> transactional</c><00:05:23.840><c> and</c><00:05:23.960><c> it</c>

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loaded but it's transactional and it
 

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loaded but it's transactional and it
performs<00:05:24.720><c> under</c><00:05:25.039><c> high</c><00:05:25.280><c> Lo</c><00:05:25.639><c> and</c><00:05:25.800><c> generally</c><00:05:26.720><c> the</c>

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performs under high Lo and generally the
 

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performs under high Lo and generally the
main<00:05:27.160><c> goal</c><00:05:27.520><c> the</c><00:05:27.680><c> main</c><00:05:28.319><c> um</c><00:05:28.840><c> goal</c><00:05:29.080><c> there</c><00:05:29.680><c> to</c>

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main goal the main um goal there to
 

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main goal the main um goal there to
achieve<00:05:30.080><c> when</c><00:05:30.280><c> they</c><00:05:30.560><c> start</c><00:05:30.840><c> migrating</c><00:05:31.360><c> to</c><00:05:31.840><c> an</c>

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achieve when they start migrating to an
 

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achieve when they start migrating to an
in<00:05:32.160><c> memory</c><00:05:32.639><c> architecture</c><00:05:33.639><c> is</c><00:05:34.360><c> performance</c>

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in memory architecture is performance
 

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in memory architecture is performance
and<00:05:35.000><c> scale</c><00:05:35.479><c> so</c><00:05:36.400><c> at</c><00:05:36.560><c> certain</c><00:05:36.919><c> point</c><00:05:37.160><c> buying</c>

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and scale so at certain point buying
 

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and scale so at certain point buying
more<00:05:37.759><c> Hardware</c><00:05:38.240><c> stops</c><00:05:38.600><c> working</c><00:05:38.880><c> for</c><00:05:39.080><c> them</c><00:05:39.600><c> and</c>

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more Hardware stops working for them and
 

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more Hardware stops working for them and
uh<00:05:40.639><c> from</c><00:05:41.240><c> skillability</c><00:05:41.759><c> standpoint</c><00:05:42.360><c> and</c>

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uh from skillability standpoint and
 

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uh from skillability standpoint and
probably<00:05:42.880><c> from</c><00:05:43.319><c> uh</c><00:05:44.080><c> economics</c><00:05:44.960><c> uh</c><00:05:45.120><c> from</c><00:05:45.520><c> um</c>

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probably from uh economics uh from um
 

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probably from uh economics uh from um
simply<00:05:47.319><c> it</c><00:05:47.400><c> just</c><00:05:47.600><c> gets</c><00:05:47.800><c> too</c><00:05:48.080><c> pricey</c><00:05:49.080><c> and</c><00:05:49.600><c> uh</c>

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simply it just gets too pricey and uh
 

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simply it just gets too pricey and uh
the<00:05:50.440><c> there</c><00:05:50.639><c> comes</c><00:05:51.240><c> two</c><00:05:51.400><c> features</c><00:05:51.919><c> in</c><00:05:52.120><c> aide</c>

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the there comes two features in aide
 

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the there comes two features in aide
that<00:05:52.919><c> actually</c><00:05:53.600><c> differentiated</c><00:05:54.600><c> from</c><00:05:55.000><c> uh</c><00:05:55.120><c> the</c>

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that actually differentiated from uh the
 

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that actually differentiated from uh the
rest<00:05:55.440><c> of</c><00:05:55.639><c> the</c><00:05:56.639><c> products</c><00:05:56.960><c> on</c><00:05:57.080><c> the</c><00:05:57.199><c> market</c><00:05:57.520><c> and</c>

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rest of the products on the market and
 

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rest of the products on the market and
one<00:05:57.840><c> is</c><00:05:58.080><c> full</c><00:05:58.440><c> asset</c><00:05:58.759><c> compliance</c><00:05:59.520><c> we're</c><00:05:59.759><c> not</c>

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one is full asset compliance we're not
 

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one is full asset compliance we're not
eventually<00:06:00.479><c> consistent</c><00:06:00.960><c> we're</c><00:06:01.160><c> fully</c>

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eventually consistent we're fully
 

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eventually consistent we're fully
consistent<00:06:02.639><c> so</c><00:06:03.199><c> you</c><00:06:03.280><c> can</c><00:06:03.440><c> take</c><00:06:03.600><c> an</c><00:06:03.720><c> oral</c>

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consistent so you can take an oral
 

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consistent so you can take an oral
transaction<00:06:04.560><c> or</c><00:06:04.759><c> my</c><00:06:05.319><c> transaction</c><00:06:06.319><c> and</c><00:06:07.000><c> uh</c><00:06:07.240><c> run</c>

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transaction or my transaction and uh run
 

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transaction or my transaction and uh run
it<00:06:07.599><c> an</c><00:06:07.759><c> ignite</c><00:06:08.160><c> or</c><00:06:08.319><c> G</c><00:06:08.639><c> gain</c><00:06:09.520><c> and</c><00:06:09.800><c> not</c><00:06:10.000><c> only</c><00:06:10.520><c> we</c>

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it an ignite or G gain and not only we
 

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it an ignite or G gain and not only we
will<00:06:11.680><c> execute</c><00:06:12.080><c> it</c><00:06:12.800><c> uh</c><00:06:13.800><c> in</c><00:06:14.080><c> with</c><00:06:14.240><c> full</c><00:06:14.639><c> asset</c>

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will execute it uh in with full asset
 

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will execute it uh in with full asset
guarantees<00:06:16.479><c> uh</c><00:06:16.840><c> regardless</c><00:06:17.319><c> of</c><00:06:17.800><c> whatever</c>

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guarantees uh regardless of whatever
 

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guarantees uh regardless of whatever
failures<00:06:18.479><c> happen</c><00:06:18.720><c> on</c><00:06:18.800><c> the</c><00:06:18.919><c> cluster</c><00:06:19.639><c> we</c><00:06:20.120><c> will</c>

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failures happen on the cluster we will
 

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failures happen on the cluster we will
not<00:06:21.120><c> we</c><00:06:21.280><c> will</c><00:06:21.599><c> actually</c><00:06:22.240><c> make</c><00:06:22.520><c> your</c><00:06:22.720><c> database</c>

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not we will actually make your database
 

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not we will actually make your database
part<00:06:23.280><c> of</c><00:06:23.440><c> the</c><00:06:23.599><c> transaction</c><00:06:24.080><c> as</c><00:06:24.199><c> well</c><00:06:24.360><c> so</c><00:06:24.520><c> if</c>

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part of the transaction as well so if
 

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part of the transaction as well so if
you<00:06:24.720><c> still</c><00:06:24.960><c> want</c><00:06:25.120><c> to</c><00:06:25.360><c> write</c><00:06:25.599><c> to</c><00:06:26.120><c> database</c><00:06:27.120><c> uh</c>

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you still want to write to database uh
 

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you still want to write to database uh
then<00:06:27.720><c> database</c><00:06:28.120><c> transaction</c><00:06:28.479><c> will</c><00:06:28.639><c> become</c>

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then database transaction will become
 

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then database transaction will become
part<00:06:29.039><c> of</c><00:06:29.720><c> transaction</c><00:06:30.520><c> and</c><00:06:30.720><c> another</c><00:06:31.000><c> side</c><00:06:31.160><c> is</c>

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part of transaction and another side is
 

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part of transaction and another side is
SQL<00:06:32.039><c> so</c><00:06:32.280><c> because</c><00:06:32.759><c> all</c><00:06:32.919><c> these</c><00:06:33.120><c> companies</c><00:06:33.759><c> are</c>

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SQL so because all these companies are
 

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SQL so because all these companies are
so<00:06:34.160><c> database</c><00:06:34.720><c> Centric</c><00:06:35.720><c> uh</c><00:06:36.599><c> they</c><00:06:37.599><c> the</c><00:06:37.759><c> main</c>

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so database Centric uh they the main
 

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so database Centric uh they the main
language<00:06:38.400><c> they</c><00:06:38.560><c> talk</c><00:06:38.840><c> used</c><00:06:39.120><c> to</c><00:06:39.280><c> talk</c><00:06:39.400><c> to</c><00:06:39.560><c> their</c>

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language they talk used to talk to their
 

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language they talk used to talk to their
data<00:06:40.039><c> is</c><00:06:40.199><c> SQL</c><00:06:41.000><c> so</c><00:06:41.240><c> our</c><00:06:41.440><c> support</c><00:06:41.800><c> for</c><00:06:42.120><c> SQL</c><00:06:42.759><c> with</c>

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data is SQL so our support for SQL with
 

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data is SQL so our support for SQL with
strong<00:06:43.639><c> indexing</c><00:06:44.639><c> so</c><00:06:44.840><c> we</c><00:06:44.960><c> care</c><00:06:45.120><c> about</c>

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strong indexing so we care about
 

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strong indexing so we care about
performance<00:06:45.720><c> wi</c><00:06:45.880><c> index</c><00:06:46.199><c> a</c><00:06:46.360><c> lot</c><00:06:46.960><c> makes</c><00:06:47.160><c> it</c><00:06:47.440><c> a</c>

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performance wi index a lot makes it a
 

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performance wi index a lot makes it a
lucrative<00:06:48.360><c> solution</c><00:06:49.360><c> stre</c><00:06:49.680><c> interesting</c><00:06:50.240><c> this</c>

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lucrative solution stre interesting this
 

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lucrative solution stre interesting this
actually<00:06:50.720><c> very</c><00:06:50.919><c> interesting</c><00:06:51.400><c> because</c><00:06:52.400><c> uh</c><00:06:52.599><c> SP</c>

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actually very interesting because uh SP
 

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actually very interesting because uh SP
machine<00:06:53.199><c> itself</c><00:06:53.840><c> is</c><00:06:54.039><c> actually</c><00:06:54.440><c> doing</c><00:06:54.840><c> rgbm</c>

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machine itself is actually doing rgbm
 

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machine itself is actually doing rgbm
which<00:06:56.000><c> works</c><00:06:56.280><c> on</c><00:06:56.840><c> app</c><00:06:57.000><c> and</c><00:06:57.120><c> LP</c><00:06:58.000><c> so</c><00:06:58.520><c> uh</c><00:06:58.639><c> I</c><00:06:58.759><c> just</c>

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which works on app and LP so uh I just
 

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which works on app and LP so uh I just
talk<00:06:59.240><c> about</c><00:06:59.440><c> M</c><00:06:59.599><c> as</c><00:06:59.840><c> been</c><00:06:59.960><c> the</c><00:07:00.039><c> C</c><00:07:00.360><c> so</c><00:07:00.440><c> this</c><00:07:00.520><c> is</c>

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talk about M as been the C so this is
 

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talk about M as been the C so this is
very<00:07:01.039><c> I</c><00:07:01.120><c> think</c><00:07:01.520><c> like</c><00:07:01.800><c> what</c><00:07:01.879><c> I</c><00:07:02.000><c> realized</c><00:07:02.440><c> when</c>

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very I think like what I realized when
 

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very I think like what I realized when
we're<00:07:02.720><c> hosting</c><00:07:03.520><c> you</c><00:07:03.639><c> know</c><00:07:04.240><c> uh</c><00:07:04.680><c> g</c><00:07:04.919><c> game</c><00:07:05.199><c> up</c><00:07:05.360><c> at</c>

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we're hosting you know uh g game up at
 

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we're hosting you know uh g game up at
splice<00:07:05.759><c> machine</c><00:07:06.440><c> actually</c><00:07:06.960><c> we</c><00:07:07.120><c> fin</c><00:07:07.280><c> a</c><00:07:07.440><c> lot</c><00:07:07.520><c> of</c>

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splice machine actually we fin a lot of
 

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splice machine actually we fin a lot of
synergies<00:07:08.120><c> so</c><00:07:08.240><c> I</c><00:07:08.360><c> think</c><00:07:08.560><c> you</c><00:07:08.680><c> know</c><00:07:09.479><c> what</c><00:07:09.560><c> would</c>

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synergies so I think you know what would
 

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synergies so I think you know what would
be<00:07:09.800><c> interesting</c><00:07:10.199><c> tonight</c><00:07:11.039><c> uh</c><00:07:11.160><c> is</c><00:07:11.319><c> kind</c><00:07:11.479><c> of</c><00:07:12.039><c> uh</c>

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be interesting tonight uh is kind of uh
 

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be interesting tonight uh is kind of uh
I<00:07:12.280><c> think</c><00:07:12.520><c> we'll</c><00:07:12.800><c> kind</c><00:07:12.919><c> of</c><00:07:13.319><c> these</c><00:07:13.479><c> topics</c><00:07:13.720><c> will</c>

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I think we'll kind of these topics will
 

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I think we'll kind of these topics will
be<00:07:14.000><c> raised</c><00:07:14.879><c> right</c><00:07:15.039><c> and</c><00:07:15.199><c> maybe</c><00:07:15.599><c> kind</c><00:07:15.759><c> of</c>

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be raised right and maybe kind of
 

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be raised right and maybe kind of
questions<00:07:16.360><c> kind</c><00:07:16.479><c> of</c><00:07:16.599><c> can</c><00:07:16.840><c> come</c><00:07:17.000><c> up</c><00:07:17.160><c> which</c><00:07:17.360><c> will</c>

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questions kind of can come up which will
 

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questions kind of can come up which will
not<00:07:17.960><c> come</c><00:07:18.199><c> up</c><00:07:18.720><c> by</c><00:07:18.879><c> itself</c><00:07:19.599><c> but</c><00:07:19.759><c> basically</c><00:07:20.199><c> have</c>

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not come up by itself but basically have
 

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not come up by itself but basically have
two<00:07:20.560><c> different</c><00:07:21.120><c> companies</c><00:07:21.759><c> probably</c>

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two different companies probably
 

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two different companies probably
addressing<00:07:22.479><c> two</c><00:07:22.639><c> different</c><00:07:22.879><c> markets</c><00:07:23.800><c> but</c>

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addressing two different markets but
 

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addressing two different markets but
kind<00:07:24.199><c> of</c><00:07:24.440><c> talking</c><00:07:24.759><c> about</c><00:07:25.080><c> you</c><00:07:25.199><c> know</c><00:07:25.360><c> SQL</c><00:07:25.840><c> asset</c>

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kind of talking about you know SQL asset
 

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kind of talking about you know SQL asset
right<00:07:27.000><c> and</c><00:07:27.440><c> you</c><00:07:27.520><c> know</c><00:07:27.720><c> Essen</c><00:07:28.080><c> going</c><00:07:28.280><c> after</c>

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right and you know Essen going after
 

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right and you know Essen going after
Oracle<00:07:28.879><c> from</c><00:07:29.039><c> different</c><00:07:29.440><c> angles</c><00:07:30.000><c> from</c>

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Oracle from different angles from
 

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Oracle from different angles from
different<00:07:30.400><c> from</c><00:07:30.680><c> different</c><00:07:30.919><c> performance</c>

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different from different performance
 

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different from different performance
angles<00:07:32.120><c> different</c><00:07:32.319><c> use</c><00:07:32.599><c> case</c><00:07:32.720><c> angles</c><00:07:33.080><c> yes</c>

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angles different use case angles yes
 

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angles different use case angles yes
yeah<00:07:33.440><c> yeah</c><00:07:33.720><c> yeah</c><00:07:34.000><c> yeah</c><00:07:34.240><c> this</c><00:07:34.400><c> exciting</c><00:07:34.800><c> so</c>

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yeah yeah yeah yeah this exciting so
 

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yeah yeah yeah yeah this exciting so
tell<00:07:35.080><c> me</c><00:07:35.319><c> how</c><00:07:35.759><c> so</c><00:07:35.960><c> I</c><00:07:36.120><c> think</c><00:07:36.360><c> Apachi</c><00:07:37.160><c> U</c><00:07:37.479><c> ignite</c>

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tell me how so I think Apachi U ignite
 

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tell me how so I think Apachi U ignite
started<00:07:38.800><c> a</c><00:07:38.919><c> year</c><00:07:39.080><c> ago</c><00:07:39.360><c> so</c><00:07:40.039><c> not</c><00:07:40.680><c> or</c><00:07:41.120><c> two</c><00:07:41.280><c> years</c>

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started a year ago so not or two years
 

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started a year ago so not or two years
ago<00:07:42.160><c> kind</c><00:07:42.280><c> of</c><00:07:42.720><c> putting</c><00:07:43.080><c> to</c><00:07:43.199><c> a</c><00:07:43.319><c> test</c><00:07:43.520><c> with</c><00:07:43.720><c> this</c>

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ago kind of putting to a test with this
 

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ago kind of putting to a test with this
dates<00:07:44.479><c> not</c><00:07:44.639><c> too</c><00:07:44.960><c> not</c><00:07:45.039><c> too</c><00:07:45.159><c> long</c><00:07:45.520><c> I</c><00:07:45.599><c> think</c><00:07:45.919><c> uh</c>

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dates not too not too long I think uh
 

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dates not too not too long I think uh
year<00:07:47.280><c> over</c><00:07:47.479><c> a</c><00:07:47.599><c> year</c><00:07:47.759><c> so</c><00:07:48.000><c> over</c><00:07:48.199><c> year</c><00:07:48.319><c> ago</c><00:07:48.560><c> so</c><00:07:48.960><c> uh</c>

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year over a year so over year ago so uh
 

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year over a year so over year ago so uh
there<00:07:49.199><c> are</c><00:07:49.360><c> two</c><00:07:49.560><c> parts</c><00:07:50.000><c> right</c><00:07:50.400><c> there's</c>

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there are two parts right there's
 

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there are two parts right there's
incubation<00:07:51.720><c> and</c><00:07:51.919><c> then</c><00:07:52.080><c> there</c><00:07:52.199><c> is</c><00:07:52.400><c> graduation</c>

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incubation and then there is graduation
 

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incubation and then there is graduation
yes<00:07:53.440><c> so</c><00:07:53.919><c> if</c><00:07:54.039><c> you</c><00:07:54.240><c> start</c><00:07:54.639><c> from</c><00:07:54.879><c> when</c><00:07:55.120><c> we</c><00:07:55.840><c> donated</c>

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yes so if you start from when we donated
 

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yes so if you start from when we donated
uh<00:07:56.800><c> the</c><00:07:56.919><c> code</c><00:07:57.159><c> to</c><00:07:57.360><c> Apache</c><00:07:57.800><c> it</c><00:07:57.919><c> was</c><00:07:58.080><c> 2</c><00:07:58.240><c> years</c><00:07:58.440><c> ago</c>

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uh the code to Apache it was 2 years ago
 

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uh the code to Apache it was 2 years ago
yep<00:07:59.159><c> and</c><00:07:59.319><c> and</c><00:07:59.400><c> we</c><00:07:59.599><c> graduated</c><00:08:00.120><c> within</c><00:08:00.400><c> 9</c><00:08:00.800><c> months</c>

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yep and and we graduated within 9 months
 

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yep and and we graduated within 9 months
so<00:08:01.360><c> we</c><00:08:01.520><c> graduated</c><00:08:02.000><c> pretty</c><00:08:02.319><c> fast</c><00:08:02.879><c> and</c><00:08:03.879><c> uh</c><00:08:04.080><c> the</c>

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so we graduated pretty fast and uh the
 

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so we graduated pretty fast and uh the
reason<00:08:04.479><c> for</c><00:08:04.720><c> that</c><00:08:04.960><c> was</c><00:08:05.400><c> the</c><00:08:06.280><c> very</c><00:08:06.599><c> rapidly</c>

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reason for that was the very rapidly
 

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reason for that was the very rapidly
growing<00:08:07.400><c> Community</c><00:08:08.159><c> oh</c><00:08:08.639><c> so</c><00:08:09.080><c> it's</c><00:08:09.479><c> uh</c><00:08:10.240><c> we're</c><00:08:11.159><c> I</c>

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growing Community oh so it's uh we're I
 

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growing Community oh so it's uh we're I
I<00:08:11.479><c> mean</c><00:08:12.319><c> if</c><00:08:12.400><c> you</c><00:08:12.520><c> put</c><00:08:12.720><c> spark</c><00:08:13.080><c> outside</c><00:08:13.560><c> I</c><00:08:13.639><c> think</c>

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I mean if you put spark outside I think
 

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I mean if you put spark outside I think
we're<00:08:14.080><c> one</c><00:08:14.199><c> of</c><00:08:14.400><c> the</c><00:08:14.960><c> fastest</c><00:08:15.879><c> uh</c><00:08:16.479><c> growing</c>

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we're one of the fastest uh growing
 

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we're one of the fastest uh growing
projects<00:08:17.199><c> in</c>

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projects in
 

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projects in
Apache<00:08:18.879><c> and</c><00:08:19.280><c> uh</c><00:08:20.000><c> uh</c><00:08:20.120><c> the</c><00:08:20.240><c> community</c><00:08:20.639><c> is</c><00:08:20.800><c> very</c>

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Apache and uh uh the community is very
 

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Apache and uh uh the community is very
responsive<00:08:21.680><c> the</c><00:08:21.800><c> community</c><00:08:22.159><c> is</c><00:08:22.360><c> very</c><00:08:22.800><c> willing</c>

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responsive the community is very willing
 

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responsive the community is very willing
to<00:08:24.199><c> uh</c><00:08:24.720><c> engage</c><00:08:25.720><c> and</c><00:08:26.080><c> uh</c><00:08:26.240><c> the</c><00:08:26.400><c> stuff</c><00:08:26.639><c> we're</c>

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to uh engage and uh the stuff we're
 

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to uh engage and uh the stuff we're
working<00:08:27.039><c> on</c><00:08:27.199><c> is</c><00:08:27.400><c> very</c><00:08:27.599><c> interesting</c><00:08:28.080><c> I</c><00:08:28.159><c> me</c><00:08:28.319><c> it's</c>

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working on is very interesting I me it's
 

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working on is very interesting I me it's
all<00:08:29.319><c> a</c><00:08:29.400><c> lot</c><00:08:29.560><c> of</c><00:08:29.680><c> distributed</c><00:08:30.159><c> stuff</c>

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all a lot of distributed stuff
 

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all a lot of distributed stuff
distributed<00:08:30.879><c> locks</c><00:08:31.280><c> transactions</c>

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distributed locks transactions
 

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distributed locks transactions
distributed<00:08:32.519><c> data</c><00:08:32.839><c> consistency</c><00:08:33.680><c> so</c><00:08:33.800><c> all</c>

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distributed data consistency so all
 

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distributed data consistency so all
these<00:08:34.360><c> problems</c><00:08:35.360><c> uh</c><00:08:35.800><c> create</c><00:08:36.159><c> like</c><00:08:36.320><c> this</c>

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these problems uh create like this
 

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these problems uh create like this
unique<00:08:36.800><c> environment</c><00:08:37.279><c> where</c><00:08:37.440><c> you</c><00:08:37.519><c> can</c><00:08:37.680><c> get</c><00:08:37.839><c> one</c>

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unique environment where you can get one
 

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unique environment where you can get one
of<00:08:38.360><c> experience</c><00:08:38.839><c> that</c><00:08:38.959><c> you</c><00:08:39.080><c> wouldn't</c><00:08:39.360><c> get</c>

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of experience that you wouldn't get
 

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of experience that you wouldn't get
anywhere<00:08:40.360><c> else</c><00:08:41.000><c> and</c><00:08:41.200><c> that</c><00:08:41.360><c> attracts</c><00:08:41.760><c> a</c><00:08:41.880><c> lot</c><00:08:42.000><c> of</c>

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anywhere else and that attracts a lot of
 

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anywhere else and that attracts a lot of
commuters<00:08:43.240><c> and</c><00:08:43.360><c> a</c><00:08:43.479><c> lot</c><00:08:43.599><c> of</c><00:08:43.719><c> contributors</c><00:08:44.200><c> to</c>

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commuters and a lot of contributors to
 

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commuters and a lot of contributors to
the<00:08:44.519><c> project</c><00:08:44.800><c> so</c><00:08:44.959><c> we've</c><00:08:45.120><c> been</c><00:08:45.320><c> growing</c><00:08:45.680><c> ever</c>

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the project so we've been growing ever
 

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the project so we've been growing ever
since<00:08:46.240><c> cool</c><00:08:46.600><c> yeah</c><00:08:46.720><c> that</c><00:08:46.839><c> was</c><00:08:47.040><c> actually</c><00:08:47.320><c> my</c>

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since cool yeah that was actually my
 

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since cool yeah that was actually my
question<00:08:47.880><c> and</c><00:08:48.080><c> how</c><00:08:48.240><c> how</c><00:08:48.360><c> it</c><00:08:48.519><c> affected</c><00:08:49.279><c> you</c>

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question and how how it affected you
 

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question and how how it affected you
guys<00:08:49.640><c> but</c><00:08:49.839><c> how</c><00:08:49.959><c> did</c><00:08:50.120><c> it</c><00:08:50.240><c> affect</c><00:08:50.480><c> the</c><00:08:50.560><c> company</c>

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guys but how did it affect the company
 

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guys but how did it affect the company
right<00:08:51.399><c> so</c><00:08:51.600><c> basically</c><00:08:52.000><c> you</c><00:08:52.120><c> know</c><00:08:52.240><c> you</c><00:08:52.320><c> have</c>

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right so basically you know you have
 

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right so basically you know you have
dual<00:08:52.839><c> roles</c><00:08:53.839><c> uh</c><00:08:54.240><c> does</c><00:08:54.360><c> it</c><00:08:54.519><c> mean</c><00:08:54.680><c> you</c><00:08:54.800><c> spend</c>

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dual roles uh does it mean you spend
 

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dual roles uh does it mean you spend
more<00:08:55.200><c> time</c><00:08:55.399><c> in</c><00:08:55.519><c> the</c><00:08:55.640><c> open</c><00:08:55.880><c> source</c><00:08:56.519><c> or</c><00:08:57.080><c> does</c><00:08:57.240><c> it</c>

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more time in the open source or does it
 

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more time in the open source or does it
kind<00:08:57.560><c> of</c><00:08:58.040><c> like</c><00:08:58.160><c> do</c><00:08:58.200><c> you</c><00:08:58.320><c> have</c><00:08:58.399><c> a</c><00:08:58.440><c> lot</c><00:08:58.560><c> of</c>

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kind of like do you have a lot of
 

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kind of like do you have a lot of
synergies<00:08:59.200><c> so</c><00:08:59.279><c> it</c><00:08:59.360><c> kind</c><00:08:59.480><c> of</c><00:08:59.560><c> feeds</c><00:08:59.880><c> the</c>

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synergies so it kind of feeds the
 

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synergies so it kind of feeds the
business<00:09:00.880><c> how</c><00:09:01.000><c> do</c><00:09:01.120><c> you</c><00:09:01.320><c> kind</c><00:09:01.440><c> of</c><00:09:01.680><c> connect</c><00:09:02.160><c> this</c>

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business how do you kind of connect this
 

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business how do you kind of connect this
to<00:09:02.560><c> the</c><00:09:02.720><c> two</c><00:09:03.120><c> two</c><00:09:03.519><c> things</c><00:09:04.519><c> well</c><00:09:04.720><c> I</c><00:09:04.800><c> mean</c><00:09:05.120><c> one</c>

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to the two two things well I mean one
 

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to the two two things well I mean one
first<00:09:05.760><c> and</c><00:09:05.959><c> foremost</c><00:09:06.640><c> I</c><00:09:06.720><c> mean</c><00:09:07.079><c> it's</c><00:09:07.320><c> very</c>

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first and foremost I mean it's very
 

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first and foremost I mean it's very
important<00:09:08.000><c> that</c><00:09:08.240><c> as</c><00:09:08.360><c> a</c><00:09:08.480><c> grid</c><00:09:08.760><c> gain</c><00:09:09.079><c> as</c><00:09:09.200><c> a</c><00:09:09.800><c> the</c>

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important that as a grid gain as a the
 

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important that as a grid gain as a the
all<00:09:10.079><c> the</c><00:09:10.160><c> features</c><00:09:10.519><c> we</c><00:09:10.680><c> provide</c><00:09:10.959><c> on</c><00:09:11.120><c> top</c><00:09:11.240><c> of</c><00:09:11.360><c> a</c>

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all the features we provide on top of a
 

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all the features we provide on top of a
Patrick<00:09:11.800><c> Knight</c><00:09:12.040><c> so</c><00:09:12.279><c> we</c><00:09:13.000><c> first</c><00:09:13.160><c> of</c><00:09:13.240><c> all</c><00:09:13.360><c> the</c>

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Patrick Knight so we first of all the
 

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Patrick Knight so we first of all the
difference<00:09:13.800><c> between</c><00:09:14.079><c> grid</c><00:09:14.279><c> G</c><00:09:14.440><c> and</c><00:09:14.600><c> Patrick</c>

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difference between grid G and Patrick
 

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difference between grid G and Patrick
Knight<00:09:15.040><c> is</c><00:09:15.160><c> g</c><00:09:15.360><c> game</c><00:09:15.560><c> provides</c><00:09:16.120><c> Enterprise</c>

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Knight is g game provides Enterprise
 

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Knight is g game provides Enterprise
certain<00:09:16.920><c> Enterprise</c><00:09:17.399><c> level</c><00:09:17.640><c> features</c><00:09:18.040><c> like</c>

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certain Enterprise level features like
 

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certain Enterprise level features like
data<00:09:18.440><c> center</c><00:09:18.760><c> application</c><00:09:19.680><c> production</c>

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data center application production
 

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data center application production
upgrade<00:09:20.640><c> or</c><00:09:21.079><c> rolling</c><00:09:21.600><c> upgrades</c><00:09:22.480><c> uh</c><00:09:22.720><c> security</c>

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upgrade or rolling upgrades uh security
 

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upgrade or rolling upgrades uh security
so<00:09:23.839><c> things</c><00:09:24.160><c> that</c><00:09:24.320><c> you</c><00:09:24.440><c> would</c><00:09:24.680><c> need</c><00:09:25.120><c> in</c><00:09:26.000><c> serious</c>

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so things that you would need in serious
 

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so things that you would need in serious
Enterprise<00:09:26.800><c> deployment</c><00:09:27.360><c> but</c><00:09:27.519><c> you</c><00:09:27.680><c> probably</c>

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Enterprise deployment but you probably
 

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Enterprise deployment but you probably
could<00:09:28.200><c> be</c><00:09:28.399><c> get</c><00:09:28.600><c> by</c><00:09:28.839><c> in</c>

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could be get by in
 

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could be get by in
simpler<00:09:30.519><c> open</c><00:09:30.800><c> source</c><00:09:31.120><c> type</c><00:09:31.360><c> of</c><00:09:32.079><c> project</c>

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simpler open source type of project
 

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simpler open source type of project
deployments<00:09:33.360><c> MH</c><00:09:34.360><c> and</c><00:09:34.720><c> the</c><00:09:35.000><c> uh</c><00:09:35.200><c> the</c><00:09:35.360><c> main</c><00:09:35.959><c> uh</c>

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deployments MH and the uh the main uh
 

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deployments MH and the uh the main uh
goal<00:09:36.560><c> that</c><00:09:36.800><c> we</c><00:09:37.360><c> we're</c><00:09:38.279><c> trying</c><00:09:38.600><c> to</c><00:09:38.839><c> pursue</c><00:09:39.320><c> here</c>

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goal that we we're trying to pursue here
 

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goal that we we're trying to pursue here
is<00:09:39.920><c> that</c><00:09:40.320><c> you</c><00:09:40.399><c> should</c><00:09:40.680><c> not</c><00:09:40.959><c> be</c><00:09:41.240><c> worried</c><00:09:41.959><c> when</c>

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is that you should not be worried when
 

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is that you should not be worried when
you<00:09:42.279><c> write</c><00:09:42.880><c> a</c><00:09:43.040><c> code</c><00:09:43.399><c> with</c><00:09:43.600><c> when</c><00:09:43.720><c> you</c><00:09:43.839><c> code</c><00:09:44.040><c> to</c><00:09:44.160><c> a</c>

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you write a code with when you code to a
 

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you write a code with when you code to a
pach<00:09:44.720><c> you</c><00:09:44.800><c> should</c><00:09:44.920><c> not</c><00:09:45.040><c> be</c><00:09:45.200><c> wor</c><00:09:45.519><c> which</c><00:09:45.720><c> Edition</c>

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pach you should not be wor which Edition
 

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pach you should not be wor which Edition
whether<00:09:46.560><c> it's</c><00:09:46.680><c> a</c><00:09:46.839><c> patch</c><00:09:47.079><c> ignite</c><00:09:47.959><c> or</c><00:09:48.440><c> GD</c><00:09:48.680><c> G</c>

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whether it's a patch ignite or GD G
 

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whether it's a patch ignite or GD G
Enterprise<00:09:49.320><c> Edition</c><00:09:49.680><c> use</c><00:09:50.120><c> so</c><00:09:50.279><c> GD</c><00:09:50.480><c> gain</c>

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Enterprise Edition use so GD gain
 

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Enterprise Edition use so GD gain
actually<00:09:50.959><c> does</c><00:09:51.120><c> not</c><00:09:51.320><c> introduce</c><00:09:51.720><c> any</c><00:09:51.920><c> new</c><00:09:52.079><c> API</c>

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actually does not introduce any new API
 

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actually does not introduce any new API
most<00:09:53.240><c> of</c><00:09:53.440><c> the</c><00:09:53.920><c> uh</c><00:09:54.760><c> uh</c><00:09:55.480><c> most</c><00:09:55.640><c> of</c><00:09:55.800><c> the</c>

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most of the uh uh most of the
 

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most of the uh uh most of the
functionality<00:09:56.720><c> that</c><00:09:56.880><c> grid</c><00:09:57.120><c> game</c><00:09:57.360><c> adds</c><00:09:57.720><c> is</c><00:09:57.800><c> a</c>

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functionality that grid game adds is a
 

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functionality that grid game adds is a
configuration<00:09:58.720><c> okay</c><00:09:59.200><c> so</c><00:09:59.480><c> you</c><00:09:59.600><c> want</c><00:09:59.839><c> security</c>

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configuration okay so you want security
 

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configuration okay so you want security
it's<00:10:00.360><c> a</c><00:10:00.519><c> configuration</c><00:10:01.160><c> you</c><00:10:01.320><c> want</c><00:10:01.880><c> uh</c><00:10:02.240><c> rolling</c>

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it's a configuration you want uh rolling
 

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it's a configuration you want uh rolling
production<00:10:03.079><c> upgrades</c><00:10:03.480><c> it's</c><00:10:03.600><c> a</c><00:10:03.720><c> flack</c><00:10:04.000><c> you</c>

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production upgrades it's a flack you
 

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production upgrades it's a flack you
enable<00:10:04.440><c> on</c><00:10:04.560><c> a</c><00:10:04.720><c> configuration</c><00:10:05.279><c> you</c><00:10:05.440><c> want</c><00:10:06.440><c> uh</c>

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enable on a configuration you want uh
 

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enable on a configuration you want uh
data<00:10:07.000><c> center</c><00:10:07.240><c> application</c><00:10:07.680><c> again</c><00:10:07.880><c> it's</c>

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data center application again it's
 

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data center application again it's
configuration<00:10:08.880><c> if</c><00:10:09.000><c> you</c><00:10:09.079><c> want</c><00:10:09.240><c> to</c><00:10:09.399><c> get</c><00:10:09.560><c> some</c>

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configuration if you want to get some
 

00:10:09.839 --> 00:10:11.750 align:start position:0%
configuration if you want to get some
metrics<00:10:10.640><c> specific</c><00:10:11.079><c> to</c><00:10:11.279><c> Data</c><00:10:11.480><c> Center</c>

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metrics specific to Data Center
 

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metrics specific to Data Center
application<00:10:12.320><c> then</c><00:10:12.519><c> yeah</c><00:10:12.680><c> there's</c><00:10:12.880><c> some</c><00:10:13.079><c> API</c>

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application then yeah there's some API
 

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application then yeah there's some API
there<00:10:13.800><c> but</c><00:10:14.480><c> generally</c><00:10:14.839><c> if</c><00:10:14.959><c> you</c><00:10:15.120><c> use</c><00:10:15.519><c> just</c>

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there but generally if you use just
 

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there but generally if you use just
plain<00:10:16.120><c> vanilla</c><00:10:16.519><c> patch</c><00:10:16.839><c> that</c><00:10:17.000><c> you</c><00:10:17.079><c> can</c>

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plain vanilla patch that you can
 

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plain vanilla patch that you can
continue<00:10:17.560><c> using</c><00:10:17.839><c> it</c><00:10:18.200><c> in</c><00:10:18.560><c> G</c><00:10:19.560><c> cool</c><00:10:19.880><c> cool</c><00:10:20.120><c> cool</c><00:10:20.440><c> so</c>

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continue using it in G cool cool cool so
 

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continue using it in G cool cool cool so
this<00:10:20.760><c> is</c><00:10:20.959><c> this</c><00:10:21.079><c> is</c><00:10:21.320><c> really</c><00:10:21.560><c> exciting</c><00:10:22.200><c> uh</c><00:10:22.320><c> we're</c>

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this is this is really exciting uh we're
 

00:10:22.519 --> 00:10:23.790 align:start position:0%
this is this is really exciting uh we're
looking<00:10:22.720><c> forward</c><00:10:23.000><c> to</c><00:10:23.160><c> your</c><00:10:23.279><c> technical</c><00:10:23.640><c> talk</c>

00:10:23.790 --> 00:10:23.800 align:start position:0%
looking forward to your technical talk
 

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looking forward to your technical talk
and<00:10:23.959><c> thanks</c><00:10:24.279><c> you</c><00:10:24.399><c> know</c><00:10:24.519><c> thanks</c><00:10:24.720><c> very</c><00:10:24.839><c> much</c><00:10:24.959><c> for</c>

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and thanks you know thanks very much for
 

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and thanks you know thanks very much for
coming<00:10:25.600><c> all</c><00:10:25.720><c> right</c><00:10:25.920><c> thank</c><00:10:26.079><c> you</c><00:10:26.279><c> good</c><00:10:26.399><c> to</c><00:10:26.519><c> be</c>

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coming all right thank you good to be
 

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coming all right thank you good to be
here

00:10:35.400 --> 00:10:35.410 align:start position:0%
 
 

00:10:35.410 --> 00:10:38.610 align:start position:0%
 
[Music]

