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Chalanachithram.com DB » TF Industry related » Archive through January 13, 2013 » CCDB Big Data Vibhavari: Case Study - Netflix « Previous Next »

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Gandhiguevara
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Username: Gandhiguevara

Post Number: 37079
Registered: 10-2009
Posted From: 49.238.61.37

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Posted on Saturday, January 12, 2013 - 05:37 am:   Insert Quote Edit PostDelete PostPrint Post   Move Post (Moderator/Admin Only)Ban Poster IP (Moderator/Admin only)


Dada:

Customer behavior modeling, predictive analysis etc aithe....I would be very interested...kaani Netflix models ekkada kooda dorkaledhu...except for a high level description.


Vaalla core recommendation systems using collaborative Filtering techniques...
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Dada
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Username: Dada

Post Number: 2001
Registered: 12-2006
Posted From: 115.43.45.26

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Posted on Saturday, January 12, 2013 - 05:29 am:   Insert Quote Edit PostDelete PostPrint Post   Move Post (Moderator/Admin Only)Ban Poster IP (Moderator/Admin only)


Gandhiguevara:

vaallu vaade infra




Infrastructure ante - naaaku okka mukka kooda ardham avvaadu :-)
Customer behavior modeling, predictive analysis etc aithe....I would be very interested...kaani Netflix models ekkada kooda dorkaledhu...except for a high level description.
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Gandhiguevara
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Username: Gandhiguevara

Post Number: 37078
Registered: 10-2009
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Posted on Saturday, January 12, 2013 - 05:23 am:   Insert Quote Edit PostDelete PostPrint Post   Move Post (Moderator/Admin Only)Ban Poster IP (Moderator/Admin only)

veellu cheppedhaanlo 100% truth ledhu but still one of the most cost effective ways of doing such business
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Gandhiguevara
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Username: Gandhiguevara

Post Number: 37076
Registered: 10-2009
Posted From: 49.238.61.37

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Posted on Saturday, January 12, 2013 - 05:05 am:   Insert Quote Edit PostDelete PostPrint Post   Move Post (Moderator/Admin Only)Ban Poster IP (Moderator/Admin only)


Dada:

(not published to the outside world)


actual algos evarikee chepparle...but....vaallu vaade infra...interesting read

http://techblog.netflix.com/2013/01/hadoop-platform-as-servi ce-in-cloud.html
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Dada
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Username: Dada

Post Number: 2000
Registered: 12-2006
Posted From: 115.43.45.26

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Posted on Saturday, January 12, 2013 - 05:01 am:   Insert Quote Edit PostDelete PostPrint Post   Move Post (Moderator/Admin Only)Ban Poster IP (Moderator/Admin only)


Gandhiguevara:

ETL and analysis




There is much more to this...netflix's Core competency today is their statistical modeling they have defined to predict customer behavior.....Plus the extensions they have made to the traditional Customer behavior modeling (not published to the outside world)
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Gandhiguevara
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Username: Gandhiguevara

Post Number: 37075
Registered: 10-2009
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Posted on Saturday, January 12, 2013 - 04:56 am:   Insert Quote Edit PostDelete PostPrint Post   Move Post (Moderator/Admin Only)Ban Poster IP (Moderator/Admin only)

NFLX is using Hadoop clusters on AWS cloud....

1) For content service
2) ETL and analysis
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Saint
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Username: Saint

Post Number: 11724
Registered: 01-2011
Posted From: 24.6.184.133

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Posted on Saturday, January 12, 2013 - 04:49 am:   Insert Quote Edit PostDelete PostPrint Post   Move Post (Moderator/Admin Only)Ban Poster IP (Moderator/Admin only)


Gandhiguevara:

thelsukunte balusaaku thinochu


maa oppice ee majjna tega nerchukomani encourage sethunaru...sare balusaku thindam....
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Gandhiguevara
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Username: Gandhiguevara

Post Number: 37072
Registered: 10-2009
Posted From: 49.238.61.37

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Posted on Saturday, January 12, 2013 - 04:44 am:   Insert Quote Edit PostDelete PostPrint Post   Move Post (Moderator/Admin Only)Ban Poster IP (Moderator/Admin only)


Saint:

.ipppdu nneu hadoop nerchukunte okna?


thelsukunte balusaaku thinochu
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Saint
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Username: Saint

Post Number: 11722
Registered: 01-2011
Posted From: 24.6.184.133

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Posted on Saturday, January 12, 2013 - 04:43 am:   Insert Quote Edit PostDelete PostPrint Post   Move Post (Moderator/Admin Only)Ban Poster IP (Moderator/Admin only)

hey gagu future antha deenide antunnnaru...ipppdu nneu hadoop nerchukunte okna?
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Gandhiguevara
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Username: Gandhiguevara

Post Number: 37067
Registered: 10-2009
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Posted on Saturday, January 12, 2013 - 04:17 am:   Insert Quote Edit PostDelete PostPrint Post   Move Post (Moderator/Admin Only)Ban Poster IP (Moderator/Admin only)

Cloud computing ni Hadoop ni chaala effective gaa ...ante almost 60% effective gaa vaadukuntunna companies lo NFLX okati...

NFLX lo konni stats...

More than 25 million users
About 30 million plays per day (and it tracks every time you rewind, fast forward and pause a movie)
More than 2 billion hours of streaming video watched during the last three months of 2011 alone
About 4 million ratings per day
About 3 million searches per day
Geo-location data
Device information
Time of day and week (it now can verify that users watch more TV shows during the week and more movies during the weekend)
Metadata from third parties such as Nielsen
Social media data from Facebook and Twitter

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