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50:40

NoSQL Like There is No Tomorrow

Posted by Swami Sivasubramanian,Khawaja Shams  on  Oct 12, 2014

The authors take a deep dive into the history of NoSQL at Amazon.com, from the world of relational databases to the Dynamo days to the world of managed services like DynamoDB.

43:56

Machine Learning at Netflix Scale

Posted by Aish Fenton  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.

52:04

Enterprise IT: What's Beyond Virtualization

Posted by Derek Collison  on  Sep 14, 2014

Derek Collison discusses some of the technologies and approaches for building a self-healing infrastructure: Intelligent layer 7 SDN with semantic awareness, self healing techniques, etc.

44:39

Using Docker in Cloud Networks

Posted by Chris Swan  on  Sep 07, 2014

Chris Swan takes a look at Docker: what it is, why it was chosen, how it became an established platform, and what it takes to package applications and application infrastructure for use with Docker.

51:13

Analyzing Big Data On The Fly

Posted by Shawn Gandhi  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.

51:04

The Game of Big Data: Scalable, Reliable Analytics Infrastructure at KIXEYE

Posted by Randy Shoup  on  Jul 19, 2014

Randy Shoup describes KIXEYE's analytics infrastructure from Kafka queues through Hadoop 2 to Hive and Redshift, built for flexibility, experimentation, iteration, testability, and reliability.

52:59

Virtualize Your Stack with Vagrant and Puppet

Posted by Jacob Mather  on  Apr 20, 2014

Jacob Mather shows how to transition a development stack from a local machine to a virtual solution on a server that can be extended to a private cloud.

01:28:08

Deploying, Scaling, and Running Grails on AWS and VPC

Posted by Ryan Vanderwerf  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 Sebastian Stadil  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.

46:49

Data & Infrastructure at Airbnb

Posted by Brenden Matthews  on  Dec 31, 2013

Brenden Matthews describes the infrastructure built at Airbnb using Mesos in order to support Hadoop and Storm.

29:19

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

Posted by Nic Williams  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 Rob Witoff  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.

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