Amazon EMR vs. MXNet Comparison


Amazon EMR Amazon	MXNet The Apache Software Foundation	+	+
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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 A hybrid front-end seamlessly transitions between Gluon eager imperative mode and symbolic mode to provide both flexibility and speed. Scalable distributed training and performance optimization in research and production is enabled by the dual parameter server and Horovod support. Deep integration into Python and support for Scala, Julia, Clojure, Java, C++, R and Perl. A thriving ecosystem of tools and libraries extends MXNet and enables use-cases in computer vision, NLP, time series and more. Apache MXNet is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision-making process have stabilized in a manner consistent with other successful ASF projects. Join the MXNet scientific community to contribute, learn, and get answers to your questions.
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 Supported Mac Supported Linux 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 Developers and researchers requiring an open-source deep learning framework for research prototyping and production
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 The Apache Software Foundation Founded: 1999 United States mxnet.apache.org
Alternatives AWS Glue Amazon	Alternatives Deeplearning4j
Amazon Athena Amazon	AWS Deep Learning AMIs Amazon
Cloudera	Horovod
E-MapReduce Alibaba	Apache NuttX Apache
Apache Spark Apache Software Foundation View All	Caffe BAIR View All
Categories Big Data Supported	Categories AI Development Supported AI/ML Model Training Supported Deep Learning Supported Neural Network Supported

Integrations AWS Data Pipeline Supported AWS Marketplace Not Supported Amazon EC2 Inf1 Instances Not Supported Amazon EC2 P4 Instances Not Supported Amazon S3 Express One Zone Supported Apache Hive Supported Apache Spark Supported Ataccama ONE Supported Gradient Not Supported Horovod Not Supported NVIDIA Triton Inference Server Not Supported Pelanor Supported Pepperdata Supported Protegrity Supported SAS Studio Supported Saagie Supported Service Center Supported Tecton Supported Unravel Supported Zepl Supported Show More Integrations View All 48 Integrations	Integrations AWS Data Pipeline Not Supported AWS Marketplace Supported Amazon EC2 Inf1 Instances Supported Amazon EC2 P4 Instances Supported Amazon S3 Express One Zone Not Supported Apache Hive Not Supported Apache Spark Not Supported Ataccama ONE Not Supported Gradient Supported Horovod Supported NVIDIA Triton Inference Server Supported Pelanor Not Supported Pepperdata Not Supported Protegrity Not Supported SAS Studio Not Supported Saagie Not Supported Service Center Not Supported Tecton Not Supported Unravel Not Supported Zepl Not Supported Show More Integrations View All 18 Integrations
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