Apache Spark vs. AresDB vs. Singer

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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 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.

What is Singer?

Singer powers data extraction and consolidation for all of your organization’s tools: advertising platforms, web analytics, payment processors, email service providers, marketing automation, databases, and more.
Why do developers choose Apache Spark?
Why do you like Apache Spark?

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

Why do developers choose Singer?
Why do you like Singer?

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 AresDB?
No Cons submitted yet for AresDB
Downsides of AresDB?

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

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

What companies use Apache Spark?
327 companies on StackShare use Apache Spark
What companies use AresDB?
1 companies on StackShare use AresDB
What companies use Singer?
3 companies on StackShare use Singer
What tools integrate with Apache Spark?
12 tools on StackShare integrate with Apache Spark
No integrations listed yet
What tools integrate with Singer?
10 tools on StackShare integrate with Singer

What are some alternatives to Apache Spark, AresDB, and Singer?

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

See all alternatives to Apache Spark

Interest Over Time