Apache Spark Quick Start Guide : Quickly Learn the Art of Writing Efficient Big Data Applications with Apache Spark
Record details
- ISBN: 9781789342666
- ISBN: 178934266X
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Physical Description:
1 online resource (150 pages)
remote - Publisher: Birmingham : Packt Publishing Ltd, 2019.
Content descriptions
General Note: | Parallelism |
Formatted Contents Note: | MicrobatchDStreams; Streaming architecture; Streaming example; Machine learning; MLlib; ML; Graph processing; GraphX; mapVertices; mapEdges; subgraph; GraphFrames; degrees; subgraphs; Graph algorithms; PageRank; Summary; Chapter 8: Spark Optimizations; Cluster-level optimizations; Memory; Disk; CPU cores; Project Tungsten; Application optimizations; Language choice; Structured versus unstructured APIs; File format choice; RDD optimizations; Choosing the right transformations; Serializing and compressing ; Broadcast variables; DataFrame and dataset optimizations; Catalyst optimizer; Storage |
Restrictions on Access Note: | NLC staff and students only. |
Source of Description Note: | Print version record. |