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Mining Big Data in Real Time
Published on Nov 16, 20128011 Views
Streaming data analysis in real time is becoming the fastest and most efficient way to obtain useful knowledge from what is happening now, allowing organizations to react quickly when problems appear
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Chapter list
Mining Big Data in Real Time00:00
BIG Data00:48
Motivation (1)01:44
Motivation (2)02:17
Motivation (3)02:38
Motivation (4)02:51
Motivation (5)03:16
Streaming Data03:30
Big Data (1)03:43
Big Data (2)04:33
Big Data (3)04:52
Methodology (1)06:14
Methodology (2)06:36
Real time analytics (1)07:59
Real time analytics (2)08:32
Time and Memory (1)08:45
Time and Memory (2)09:05
Algorithms09:24
Applications13:53
New applications: social networks14:14
Sentiment Analysis on Twitter14:25
New problem: structured classification (1)15:37
New problem: structured classification (2)16:25
New problem: structured classification (3)16:32
New Techniques: Distributed Systems16:41
Hadoop (1)16:59
Hadoop (2)17:15
Apache Mahout17:56
Pig (1)18:25
Pig (2)18:44
Apache S4 (1)19:29
Apache S4 (2)19:51
Storm (1)21:25
Storm (2)21:36
Storm (3)22:44
Data Streams (1)23:39
Data Streams (2)24:05