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Spark Core

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Tencent Cloud Developer
Tencent Cloud Developer
Nov 13, 2020 · Big Data

Apache Spark Core: Architecture, Components, and Execution Flow

Apache Spark Core is a high‑performance, fault‑tolerant engine that abstracts distributed computation through SparkContext, DAG and Task schedulers, supports in‑memory and disk storage, runs on various cluster managers (YARN, Kubernetes, etc.), and unifies batch, streaming, ML and graph processing via its rich ecosystem.

Apache SparkBig DataDAG Scheduler
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Apache Spark Core: Architecture, Components, and Execution Flow