Amazon EMR vs. Deeplearning4j Comparison


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About Amazon EMR is the industry-leading cloud big data platform for processing vast amounts of data using open-source tools such as Apache Spark, Apache Hive, Apache HBase, Apache Flink, Apache Hudi, and Presto. With EMR you can run Petabyte-scale analysis at less than half of the cost of traditional on-premises solutions and over 3x faster than standard Apache Spark. For short-running jobs, you can spin up and spin down clusters and pay per second for the instances used. For long-running workloads, you can create highly available clusters that automatically scale to meet demand. If you have existing on-premises deployments of open-source tools such as Apache Spark and Apache Hive, you can also run EMR clusters on AWS Outposts. Analyze data using open-source ML frameworks such as Apache Spark MLlib, TensorFlow, and Apache MXNet. Connect to Amazon SageMaker Studio for large-scale model training, analysis, and reporting.	About DL4J takes advantage of the latest distributed computing frameworks including Apache Spark and Hadoop to accelerate training. On multi-GPUs, it is equal to Caffe in performance. The libraries are completely open-source, Apache 2.0, and maintained by the developer community and Konduit team. Deeplearning4j is written in Java and is compatible with any JVM language, such as Scala, Clojure, or Kotlin. The underlying computations are written in C, C++, and Cuda. Keras will serve as the Python API. Eclipse Deeplearning4j is the first commercial-grade, open-source, distributed deep-learning library written for Java and Scala. Integrated with Hadoop and Apache Spark, DL4J brings AI to business environments for use on distributed GPUs and CPUs. There are a lot of parameters to adjust when you're training a deep-learning network. We've done our best to explain them, so that Deeplearning4j can serve as a DIY tool for Java, Scala, Clojure, and Kotlin programmers.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Companies that want to easily run and scale Apache Spark, Hive, Presto, and other big data frameworks	Audience Researchers, developers and professionals requiring an open-source, distributed, deep learning library for the JVM
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Amazon Founded: 1994 United States aws.amazon.com/emr/	Company Information Deeplearning4j Founded: 2019 Japan deeplearning4j.org
Alternatives AWS Glue Amazon	Alternatives MXNet The Apache Software Foundation
Amazon Athena Amazon	Fabric for Deep Learning (FfDL) IBM
Cloudera	Apache Mahout Apache Software Foundation
E-MapReduce Alibaba	MLlib Apache Software Foundation
Apache Spark Apache Software Foundation View All	Apache Spark Apache Software Foundation View All
Categories Big Data Supported	Categories Deep Learning Supported Neural Network Supported

Integrations Apache Spark Supported Hadoop Supported AWS Lake Formation Supported Amazon SageMaker Data Wrangler Supported Apache Hive Supported CopperEgg Supported Feast Supported IBM watsonx.data integration Supported Immuta Supported Lyftrondata Supported Okera Supported Presto Supported Protegrity Supported Quorso Supported SAS Studio Supported Sifflet Supported Tecton Supported Unravel Supported Veza Supported Show More Integrations View All 48 Integrations	Integrations Apache Spark Supported Hadoop Supported AWS Lake Formation Not Supported Amazon SageMaker Data Wrangler Not Supported Apache Hive Not Supported CopperEgg Not Supported Feast Not Supported IBM watsonx.data integration Not Supported Immuta Not Supported Lyftrondata Not Supported Okera Not Supported Presto Not Supported Protegrity Not Supported Quorso Not Supported SAS Studio Not Supported Sifflet Not Supported Tecton Not Supported Unravel Not Supported Veza Not Supported Show More Integrations View All 2 Integrations
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