Apache Spark vs. Amazon Redshift Spectrum vs. AresDB

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What is Apache Spark?

Spark is a fast and general processing engine compatible with Hadoop data. It can run in Hadoop clusters through YARN or Spark's standalone mode, and it can process data in HDFS, HBase, Cassandra, Hive, and any Hadoop InputFormat. It is designed to perform both batch processing (similar to MapReduce) and new workloads like streaming, interactive queries, and machine learning.

What is Amazon Redshift Spectrum?

With Redshift Spectrum, you can extend the analytic power of Amazon Redshift beyond data stored on local disks in your data warehouse to query vast amounts of unstructured data in your Amazon S3 “data lake” -- without having to load or transform any data.

What is AresDB?

AresDB is a GPU-powered real-time analytics storage and query engine. It features low query latency, high data freshness and highly efficient in-memory and on disk storage management.
Why do developers choose Apache Spark?
Why do you like Apache Spark?

Why do developers choose Amazon Redshift Spectrum?
Why do you like Amazon Redshift Spectrum?

Why do developers choose AresDB?
Why do you like AresDB?

What are the cons of using Apache Spark?
No Cons submitted yet for Apache Spark
Downsides of Apache Spark?

What are the cons of using Amazon Redshift Spectrum?
No Cons submitted yet for Amazon Redshift Spectrum
Downsides of Amazon Redshift Spectrum?

What are the cons of using AresDB?
No Cons submitted yet for AresDB
Downsides of AresDB?

Want advice about which of these to choose?Ask the StackShare community!

What companies use Apache Spark?
326 companies on StackShare use Apache Spark
What companies use Amazon Redshift Spectrum?
7 companies on StackShare use Amazon Redshift Spectrum
What companies use AresDB?
1 companies on StackShare use AresDB
What tools integrate with Apache Spark?
12 tools on StackShare integrate with Apache Spark
What tools integrate with Amazon Redshift Spectrum?
4 tools on StackShare integrate with Amazon Redshift Spectrum
No integrations listed yet

What are some alternatives to Apache Spark, Amazon Redshift Spectrum, and AresDB?

  • Apache Flink - Fast and reliable large-scale data processing engine
  • Amazon Athena - Query S3 Using SQL
  • Presto - Distributed SQL Query Engine for Big Data
  • Druid - Fast column-oriented distributed data store

See all alternatives to Apache Spark

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