Apache PredictionIO vs. E-MapReduce Comparison


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About Apache PredictionIO® is an open-source machine learning server built on top of a state-of-the-art open-source stack for developers and data scientists to create predictive engines for any machine learning task. It lets you quickly build and deploy an engine as a web service on production with customizable templates. Respond to dynamic queries in real-time once deployed as a web service, evaluate and tune multiple engine variants systematically, and unify data from multiple platforms in batch or in real-time for comprehensive predictive analytics. Speed up machine learning modeling with systematic processes and pre-built evaluation measures, support machine learning and data processing libraries such as Spark MLLib and OpenNLP. Implement your own machine learning models and seamlessly incorporate them into your engine. Simplify data infrastructure management. Apache PredictionIO® can be installed as a full machine learning stack, bundled with Apache Spark, MLlib, HBase, Akka HTTP, etc.	About EMR is an all-in-one enterprise-ready big data platform that provides cluster, job, and data management services based on open-source ecosystems, such as Hadoop, Spark, Kafka, Flink, and Storm. Alibaba Cloud Elastic MapReduce (EMR) is a big data processing solution that runs on the Alibaba Cloud platform. EMR is built on Alibaba Cloud ECS instances and is based on open-source Apache Hadoop and Apache Spark. EMR allows you to use the Hadoop and Spark ecosystem components, such as Apache Hive, Apache Kafka, Flink, Druid, and TensorFlow, to analyze and process data. You can use EMR to process data stored on different Alibaba Cloud data storage service, such as Object Storage Service (OSS), Log Service (SLS), and Relational Database Service (RDS). You can quickly create clusters without the need to configure hardware and software. All maintenance operations are completed on its Web interface.
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	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 Developers and data scientists searching for a solution to create predictive engines	Audience Enterprises searching for a cluster, job, and data management solution
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Supported Online Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial 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 Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Supported
Company Information Apache United States predictionio.apache.org	Company Information Alibaba Founded: 2009 China alibabacloud.com/product/emapreduce
Alternatives MLlib Apache Software Foundation	Alternatives Amazon EMR Amazon
Apache Spark Apache Software Foundation	Azure HDInsight Microsoft
Amazon EMR Amazon	Apache Spark Apache Software Foundation
PySpark	Apache Mahout Apache Software Foundation
Apache Mahout Apache Software Foundation View All	MLlib Apache Software Foundation View All
Categories Machine Learning Supported	Categories Big Data Supported

Integrations AWS Marketplace Supported Alibaba Cloud Not Supported Alibaba Log Service Not Supported Apache Flink Not Supported Apache HBase Supported Apache Hadoop YARN Supported Apache Hive Not Supported Apache Kafka Not Supported Apache Kudu Not Supported Apache Spark Supported Docker Supported Elasticsearch Supported Java Supported MaxCompute Not Supported MySQL Supported PHP Supported PostgreSQL Supported Python Supported Ruby Supported Scala Supported Show More Integrations View All 13 Integrations	Integrations AWS Marketplace Not Supported Alibaba Cloud Supported Alibaba Log Service Supported Apache Flink Supported Apache HBase Not Supported Apache Hadoop YARN Not Supported Apache Hive Supported Apache Kafka Supported Apache Kudu Supported Apache Spark Not Supported Docker Not Supported Elasticsearch Not Supported Java Not Supported MaxCompute Supported MySQL Not Supported PHP Not Supported PostgreSQL Not Supported Python Not Supported Ruby Not Supported Scala Not Supported Show More Integrations View All 7 Integrations
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