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What's the Difference between Spark Streaming and Storm?

Created: Jan 20, 2022 13:35:28Latest reply: Jan 29, 2022 12:59:11 730 3 0 0 0
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Hello team!


This post enquires about the difference between Spark Streaming and Storm. Please see below.


ISSUE DESCRIPTION


What's the difference between Spark Streaming and Storm?


Thanks in advance!

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Featured Answers
olive.zhao
Admin Created Jan 20, 2022 13:39:12

Hello, friend!

You can check the following table:

Item

Storm

Spark Streaming

Real-time computing model

Real time. A piece of data is processed once it is requested.

Quasi real time. Data within a time range is collected and processed as an RDD.

Real-time computing delay

In milliseconds

In seconds

Throughput

Low

High

Transaction mechanism

Supported and perfect

Supported but not perfect

Fault tolerance

High for ZooKeeper and Acker

Normal for Checkpoint and WAL

Dynamic adjustment parallelism

Supported

Not supported

Hope this helps!

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All Answers
olive.zhao
olive.zhao Admin Created Jan 20, 2022 13:39:12

Hello, friend!

You can check the following table:

Item

Storm

Spark Streaming

Real-time computing model

Real time. A piece of data is processed once it is requested.

Quasi real time. Data within a time range is collected and processed as an RDD.

Real-time computing delay

In milliseconds

In seconds

Throughput

Low

High

Transaction mechanism

Supported and perfect

Supported but not perfect

Fault tolerance

High for ZooKeeper and Acker

Normal for Checkpoint and WAL

Dynamic adjustment parallelism

Supported

Not supported

Hope this helps!

View more
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  • convention:

Saqibaz
Saqibaz Created Jan 21, 2022 18:04:56

Thanks

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Unicef
Unicef MVE Created Jan 29, 2022 12:59:11

GREAT
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