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High-performance computing
Published on Oct 06, 20161481 Views
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Chapter list
High Performance Computation00:00
Every minute of the day00:51
Big Data01:49
Data/103:32
Data/203:39
How much is Big?03:48
Example - ZX Spectrum04:26
Example - Computer04:47
Example05:43
Example - Processor07:14
Big Data is Relative/108:01
Big Data Dimensions08:53
Big Data is Relative/212:38
Big (Data) Benefits13:07
Businesses need R’s not V’s13:27
Better Algorithms? More Data…14:28
Big Data and the Tipping Point17:36
www19:30
Growth in the Internet of Thinhgs19:54
Smarter Cities: Turning Big Data Into Insight20:32
Big (Data) Challenges/120:48
Big (Data) Challenges/221:03
More Data is not always Better21:22
Challenges22:22
Big Data Soluttons25:59
Scaling Systems/126:11
Scaling Systems/226:53
Cloud Computing27:32
Open Source Cloud Computing28:00
Parallel Programming is Hard28:41
Map/Reduce/130:27
Map/Reduce/230:36
Map/Reduce - Counting Words32:15
Handoop/134:07
Handoop/234:15
HDFS35:36
Hadoop Architecture37:07
Compute where the Data is37:21
Map/Reduce - Counting Words38:20
Counting Words with Map/ Reduce/138:49
Counting Words with Map/ Reduce/239:30
Hadoop Ecosystem/140:39
Hadoop Ecosystem/241:27
Spark/141:54
Spark/241:58
SPARK Stack44:04
Spark’s Main Principles45:22
Spark DataFrames47:42
Let’s take it out for a spin48:25
Big Data Architectures01:12:16
Batch Processing with Hadoop01:13:04
Lambda Architecture01:13:58
Lambda Architecture for IoT01:14:42
Uber’s Stack01:15:57
When to use What?/101:17:09
When to use What?/201:20:37
Conclusions01:24:44
Summary01:24:49
Know Your Limits!01:26:41
Using Approximations01:28:46
Edge Computing01:29:56
Thanks!01:30:37