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43:56

Machine Learning at Netflix Scale

Posted by  on  Oct 07, 2014 4

Aish Fenton discusses Netflix' machine learning algorithms, including distributed Neural Networks on AWS GPUs, providing insight into offline experimentation and online AB testing.

51:13

Analyzing Big Data On The Fly

Posted by  on  Aug 03, 2014 1

Shawn Gandhi overviews real-time processing use cases, and how developers are using AWS Kinesis to shift from a traditional batch-oriented approach to a continual real-time data processing model.

01:28:08

Deploying, Scaling, and Running Grails on AWS and VPC

Posted by  on  Jan 24, 2014

Ryan Vanderwerf explains how to create and deploy a Grails application on AWS VPC using various services such as RDS, S3, autoscaling, S3FS, EBS, etc.

42:26

Architecting Organizations for the Cloud

Posted by  on  Jan 16, 2014

Sebastian Stadil advises on selecting the right cloud from EC2, GCE, or OpenStack based on one's needs, outlining the deployment and administrative challenges to be faced with each option.

29:19

Why Must I Use Cloud Foundry's Bosh? I just Learned Chef/Puppet!

Posted by  on  Nov 08, 2013

Nic Williams discusses deploying Cloud Foundry on AWS or OpenStack using Bosh, a tool chain for release engineering, deployment and lifecycle management of large scale distributed services.

43:00

Dare Mighty Things: How JPL Explores the Cosmos through the Clouds

Posted by  on  Oct 31, 2013

Rob Witoff presents how JPL and the Curiosity rover mission use cloud computing, including EC2, CloudFormation, and Simple Workflow - to enable research, engineering and operations technologies.

01:26:08

Orchestrating Tasks from the Cloud with Groovy and AWS SWF

Posted by  on  Oct 22, 2013

Clay McCoy discusses using Groovy’s metaprogramming capabilities and AWS SWF to deal with unreliable remote services, parallelization, scheduling critical timers, and server failures.

01:27:25

Asgard, the Grails App that Deploys Netflix to the Cloud

Posted by  on  Oct 22, 2013

Joe Sondow presents how Netflix uses Asgard to deploy code updates and manage resources in the Amazon cloud.

57:53

Keynote: A Forward Look at Federated Wiki

Posted by  on  Jul 20, 2013

Ward Cunningham keynotes on how Events, Sockets, CORS, Closures, SVG, DSLs, Canvas, EC2 and Raspberry Pi contribute to a new type of wiki, a federated one.

48:02

Architecting for High Availability

Posted by  on  May 14, 2013

Attila Narin discusses AWS concepts: Availability Zones, RDS Multi-AZ deployments, SQS and Auto Scaling, Elastic IP, load balancing, DNS, DynamoDB, Amazon S3, etc., and EC2 best practices.

34:42

Dynamo: Theme and Variations

Posted by  on  Apr 15, 2013 1

Shanley Kane discusses Dynamo - consistent hashing, vector clocks, hinted handoff, gossip protocol - advances in each area, and how querying and application development has changed as a result of them

48:40

Scaling Pinterest

Posted by  on  Mar 26, 2013

Yashwanth Nelapati and Marty Weiner share lessons learned growing Pinterest: sharding MySQL, caching, server management, all on Amazon EC2.

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