8Network Data and Optimization
Mazin Gilbert and Mark Austin
Contents
8.1Network Data and the Analytics Layer
8.2.1Dealing with Big Data’s 7Vs
8.2.3Data Management: Lambda Architecture and Policies
8.2.4.2Data Ingestion (Kafka, Flume, Sqoop)
8.2.4.3YARN (Yet Another Resource Manager)
8.2.4.4Storage: Nonrelational Databases, NoSQL, Not Only SQL
8.2.4.6Batch Processing (MapReduce, HIVE, PIG)
8.2.4.7Real-Time and Micro-Batch Processing Using STORM and SPARK
8.2.4.8Coordination and Workflow Management
8.2.5.1Descriptive versus Reactive versus Predictive versus Prescriptive Analytics
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