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Big Data

6 items tagged with "big-data"

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Products1

Product

Scala

Functional and object-oriented programming language for JVM

Comparisons2

Comparison

Spark vs Flink

The unified batch-and-streaming engine with micro-batch roots versus Apache Flink's true stream-first processing engine.

Comparison

Parquet vs ORC

Two columnar storage file formats for big-data analytics with different ecosystem strengths and compression characteristics.

Benchmarks3

Benchmark

TPCx-BB (BigBench)

An end-to-end big-data analytics benchmark mixing SQL, machine learning, and natural-language processing over a retail data set on Hadoop/Spark-style platforms.

Benchmark

TeraSort

A distributed sort benchmark that orders one terabyte (or more) of data on a cluster, measuring big-data engine throughput and shuffle efficiency.

Benchmark

Sort Benchmark

A long-running family of competitive sorting benchmarks (GraySort, MinuteSort, JouleSort) that rank systems on speed, cost, and energy for large-scale sorting.