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What are the best AWS Kinesis alternative?
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May 14, 2019
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Best AWS Kinesis alternative
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Apache Spark
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May 14, 2019
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Apache Spark
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ommendation
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Apache Spark
My Recommendation for
Apache Spark
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3
Pros
2
Cons
1
Top
Pro
•••
Cheap clusters with spot instances
Using AWS spot instances or GCE preemptible VMs allows for starting cheap clusters, averaging ~10% the price of a on demand instance.
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Con
•••
High learning curve
Takes time to understand memory & time complexity of transforms, which leads to a rocky start with Spark while you keep spilling memory.
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Pro
•••
High level API that scales
Pandas-like data frame syntax for succinctly doing powerful aggregations, with no need to pollute your code with batching or scaling logic.
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