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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, componentization, testability, reliability and replay-ability.

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.

45:11

Making the Internet a Better Place: Scaling AppNexus

Posted by Mike Nolet  on  Oct 18, 2013

Mike Nolet shares lessons learned scaling AppNexus and architectural details of their system processing 30TB/day: Hadoop, load balancer-free DNS architecture built in GSLB and Keepalived, and real-time data streaming built in C.

Lean Data Architecture: Minimize Investment, Maximize Value

Posted by Manvir Singh Grewal, Brandon Byars  on  Jan 04, 2013

Manvir Singh Grewal and Brandon Byars propose a business intelligence workflow along with Lean principles and practices for implementing a data warehouse and reporting capability.

Big Data Problems in Monitoring at eBay

Posted by Bhaven Avalani, Yuri Finklestein  on  Dec 21, 2012

Bhaven Avalani and Yuri Finklestein discuss 4 aspects encountered at eBay when dealing with monitoring data: reduction of data entropy, robust data distribution, metric extraction, efficient storage.

Big Data, Small Computers

Posted by Cliff Click  on  Dec 20, 2012

Cliff Click discusses RAIN, H2O, JMM, Parallel Computation, Fork/Joins in the context of performing big data analysis on tons of commodity hardware.

Facebook News Feed: Social Data at Scale

Posted by Serkan Piantino  on  Nov 26, 2012 1

Serkan Piantino discusses news feeds at Facebook: the basics, infrastructure used, how feed data is stored, and Centrifuge – a storage solution.

Saving the World (from|with) Big Data

Posted by Bruce Durling  on  Sep 20, 2012

Bruce Durling discusses the impact of cloud computing on the climate and what can be done to reduce the amount of CO2 generated by data centers in order to process big data.

"Big Data" and the Future of DevOps

Posted by Ram Singh  on  Aug 24, 2012 2

Ram C Singh discusses using Big Data for infrastructure telemetry along with good practices and an autonomic engine to create an autonomic computing infrastructure that might prevent downtime.

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