Here is a list of the Apache Spark alternatives for you to choose from:
- Apache Storm. One of the top competitors is Apache Storm. ...
- Apache Flink. One capable platform that is an alternative to Spark is Apache Flink. ...
- Apache Hadoop. ...
- Lumify. ...
- Google BigQuery. ...
- Apache Sqoop. ...
- Snowflake. ...
- Dremio.
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Jul 11, 2022 · Top Spark Alternatives by Use Case: ETL, Data Discovery, BI, ML · AWS Glue Studio ). · AWS Athena is a serverless interactive query service that ...
Despite its popularity, Spark has a few drawbacks, so some developers prefer using Spark alternatives for certain use cases.
Mar 20, 2024 · My company has a mix of GCP/on-prem architecture : - for all our streaming jobs on GCP we use Apache Beam (Java/Python) + Dataflow.
Sep 26, 2022 · 15 Spark Alternatives Ideal For Big Data Processing · Apache Storm · Apache Hadoop · Lumify · Snowflake · Google BigQuery · TreasuryPay · Dremio.
Apache Spark: Architecture, Best Practices, and Alternatives · Resilient Distributed Dataset (RDD) · Directed Acyclic Graph (DAG) · Datasets and DataFrames.
Top Apache Software Foundation Alternatives · Amazon Web Services (AWS) · Google · Microsoft · IBM · Cloudera · Confluent · Oracle · SAP.
May 2, 2015 · First and most important of all it is a stream data engine, whereas Spark only emulates streaming with "micro batches". Flink has its own memory ...
Best Apache Spark Alternatives in 2024 · Google Cloud Platform · Looker · Domo · Amazon EMR · Striim · Apache Beam · Apache Airflow · Apache Gobblin. Apache ...
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Nov 25, 2022 · The main Spark alternatives are Hadoop, Google BigQuery, and lesser-known players like Visual Flow from IBA Group.
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