Apache Sentry vs. Deeplearning4j Comparison


Apache Sentry Apache Software Foundation	Deeplearning4j	+	+
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About Apache Sentry™ is a system for enforcing fine grained role based authorization to data and metadata stored on a Hadoop cluster. Apache Sentry has successfully graduated from the Incubator in March of 2016 and is now a Top-Level Apache project. Apache Sentry is a granular, role-based authorization module for Hadoop. Sentry provides the ability to control and enforce precise levels of privileges on data for authenticated users and applications on a Hadoop cluster. Sentry currently works out of the box with Apache Hive, Hive Metastore/HCatalog, Apache Solr, Impala and HDFS (limited to Hive table data). Sentry is designed to be a pluggable authorization engine for Hadoop components. It allows you to define authorization rules to validate a user or application’s access requests for Hadoop resources. Sentry is highly modular and can support authorization for a wide variety of data models in Hadoop.	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 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 Enterprises looking for a solution to enforce fine grained role based authorization to data and metadata	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 Apache Software Foundation Founded: 1999 United States sentry.apache.org	Company Information Deeplearning4j Founded: 2019 Japan deeplearning4j.org
Alternatives Apache Impala Apache	Alternatives MXNet The Apache Software Foundation
Apache Ranger The Apache Software Foundation	Fabric for Deep Learning (FfDL) IBM
Apache Hive Apache Software Foundation	Apache Mahout Apache Software Foundation
E-MapReduce Alibaba	MLlib Apache Software Foundation
Apache Knox Apache Software Foundation View All	Apache Spark Apache Software Foundation View All
Categories Risk-Based Authentication Supported	Categories Deep Learning Supported Neural Network Supported

Integrations Hadoop Supported AccessOwl Supported Adaptive Supported Apache Hive Supported Apache Solr Supported Apache Spark Not Supported Cocodly Supported Codecov Supported Compyl Supported DocsGPT Supported Flue Supported Hue Supported Indent Supported Mimasa AI Supported PathPilot Supported Resmo Supported Small Hours Supported SpendHound Supported TaskCall Supported Zenduty Supported Show More Integrations View All 20 Integrations	Integrations Hadoop Supported AccessOwl Not Supported Adaptive Not Supported Apache Hive Not Supported Apache Solr Not Supported Apache Spark Supported Cocodly Not Supported Codecov Not Supported Compyl Not Supported DocsGPT Not Supported Flue Not Supported Hue Not Supported Indent Not Supported Mimasa AI Not Supported PathPilot Not Supported Resmo Not Supported Small Hours Not Supported SpendHound Not Supported TaskCall Not Supported Zenduty Not Supported Show More Integrations View All 2 Integrations
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