Pro Spark Streaming: The Zen of Real-Time Analytics Using Apache Spark

Index

A

1. addAccumulator method

2. addInPlace method

3. Alternating least square (ALS)

4. awaitTermination()method

B

1. Batch processing

2. Big Data systems, Spark

   1. acyclic graph

   2. canonical word-count

   3. MapReduce programming model

   4. Samza messages

   5. sensor network

   6. SQL to NoSQL

   7. stream-processing system

   8. Web 2.0 applications

   9. local Execution

   10. .sbt file

   11. standalone cluster mode

   12. YARN

C

1. cache() function

2. Call data record (CDR)

3. Case-class method

4. Cassandra Query Language (CQL)

5. ChiSqSelector

6. Chi-square selection

7. Clickstream Dataset

8. Collaborative filtering

9. compute() method

10. createCombiner function

11. Custom receiver

    1. HttpInputDStream

    2. receiver interface method

D

1. Data frame

   1. avoid shuffling

   2. cache aggressively

   3. MLlib

   4. persistence

   5. query transformation

      1. action

      2. aggregation expression

      3. cube operation

      4. DataFrameNaFunctions

      5. DataFrameStatFunctions ...