Index

A

actions on Spark RDDs, 33

Akka system, 123

alignment problems, 6

all grouping (Storm), 100

AM (Application Master), 163-165

analytics

defined, 1-2

future of, 166-169

history of term, 1-2

Apache Hama, 136

application layer in BDAS, 29-31

Application Master (AM), 163-165

Apply phase (GraphLab vertex program), 151

architecture

of BDAS, 26-31

of Hadoop YARN, 165

of Mesos, 48

of MLbase, 90-91

B

basic statistics computations, 4

batch learning, online learning versus, 66

BDAS (Berkeley Data Analytics Stack), 13, 21

design and architecture, 26-31

Mesos

architecture, 48

cluster resource sharing, 46-47

fault tolerance, 52

isolation, 50-52

resource allocation, 49-50

motivation for developing, 21-23

Shark, 42-46

columnar memory store, 44-45

distributed ...

Get Big Data Analytics Beyond Hadoop: Real-Time Applications with Storm, Spark, and More Hadoop Alternatives now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.

Start your free trial