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01:21:15

Spring XD for Real-time Hadoop Workload Analysis

Posted by Vineet Goel,Girish Lingappa,Rodrigo Meneses  on  Nov 30, 2014

The authors explain how the Pivotal team leveraged familiar SQL-based queries to analyze fine-grained cluster utilization using Spring XD.

42:12

Leading a Healthcare Company to the Big Data Promised Land: A Case Study of Hadoop in Healthcare

Posted by Mohammad Quraishi  on  Nov 29, 2014 2

Mohammad Quraishi presents implementing a Big Data initiative, detailing preparation, goal evaluation, convincing executives, and post implementation evaluation.

42:17

SQL on Hadoop - Pros, Cons, the Haves and Have Nots

Posted by Ted Dunning  on  Nov 16, 2014 1

Ted Dunning discusses the different options for running SQL on Hadoop including pros and cons.

19:49

Getting Real with the MapR Platform

Posted by Jim Scott  on  Nov 09, 2014

Jim Scott keynotes on the history of Hadoop, the difficulties that this technology has gone through, exploring the reasons why enterprises need to evaluate their targets and prepare for the future.

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.

45:01

The Next Wave of SQL-on-Hadoop: The Hadoop Data Warehouse

Posted by Marcel Kornacker  on  Jul 09, 2014

Marcel Kornacker presents a case study of an EDW built on Impala running on 45 nodes, reducing processing time from hours to seconds and consolidating multiple data sets into one single view.

53:16

Finding the Needle in a Big Data Haystack

Posted by Eva Andreasson  on  Jul 08, 2014

In this solutions track talk, sponsored by Cloudera, Eva Andreasson discusses how search and Hadoop can help with some of the industry's biggest challenges. She introduces the data hub concept.

44:43

A Big Data Arsenal for the 21st Century

Posted by Matt Asay  on  Jun 12, 2014 2

In this solutions track talk, sponsored by MongoDB, Matt Asay discusses the differences between some of the NoSQL and SQL databases and when Hadoop makes sense to be used with a NoSQL solution.

45:22

Next Gen Hadoop

Posted by Akmal B. Chaudhri  on  Apr 22, 2014

Akmal B. Chaudhri introduces Apache™ Hadoop® 2.0 and Yet Another Resource Negotiator (YARN).

55:02

What Can Hadoop Do for You?

Posted by Eva Andreasson  on  Apr 22, 2014

Eva Andreasson presents typical categories of problems that are commonly solved using Hadoop and also some concrete examples in each category.

43:05

Design Patterns for Large-Scale Real-Time Learning

Posted by Sean Owen  on  Apr 15, 2014

Sean Owen provides examples of operational analytics projects, presenting a reference architecture and algorithm design choices for a successful implementation based on his experience Oryx/Cloudera.

44:45

From The Lab To The Factory: Building A Production Machine Learning Infrastructure

Posted by Josh Wills  on  Jan 16, 2014

Josh Wills discusses using Hadoop technologies to build real-time data analysis models with a focus on strategies for data integration, large-scale machine learning, and experimentation.

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