Amazon EMR vs. luminoth 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 Luminoth is an open source toolkit for computer vision. Currently, we support object detection, but we are aiming for much more. : Luminoth is still alpha-quality release, which means the internal and external interfaces (such as command line) are very likely to change as the codebase matures. . If you want GPU support, you should install the GPU version of TensorFlow with pip install tensorflow-gpu, or else you can use the CPU version using pip install tensorflow. Luminoth can also install TensorFlow for you if you install it with pip install luminoth[tf] or pip install luminoth[tf-gpu], depending on the version of TensorFlow you wish to use.
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 Not 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 Computer vision toolkit solution for developers
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 Not 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 Free Free Version 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 luminoth pypi.org/project/luminoth/
Alternatives AWS Glue Amazon	Alternatives TensorBoard Tensorflow
Amazon Athena Amazon	TF-Agents Tensorflow
Cloudera	TFLearn
E-MapReduce Alibaba	Google Cloud Deep Learning VM Image Google
Apache Spark Apache Software Foundation View All	LiteRT Google View All
Categories Big Data Supported	Categories Component Libraries Supported

Integrations AWS Data Exchange Supported AWS Step Functions Supported Amazon S3 Express One Zone Supported Amazon SageMaker Data Wrangler Supported Apache Spark Supported CopperEgg Supported EC2 Spot Supported Google Cloud AutoML Not Supported Hadoop Supported Immuta Supported New Relic Supported Okera Supported Presto Supported Prophecy Supported Protegrity Supported Python Not Supported Quorso Supported SAS Studio Supported Service Center Supported Unravel Supported Show More Integrations View All 48 Integrations	Integrations AWS Data Exchange Not Supported AWS Step Functions Not Supported Amazon S3 Express One Zone Not Supported Amazon SageMaker Data Wrangler Not Supported Apache Spark Not Supported CopperEgg Not Supported EC2 Spot Not Supported Google Cloud AutoML Supported Hadoop Not Supported Immuta Not Supported New Relic Not Supported Okera Not Supported Presto Not Supported Prophecy Not Supported Protegrity Not Supported Python Supported Quorso Not Supported SAS Studio Not Supported Service Center Not Supported Unravel Not Supported Show More Integrations View All 5 Integrations
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