MXNet

MXNet

The Apache Software Foundation
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About

Azkaban is a distributed Workflow Manager, implemented at LinkedIn to solve the problem of Hadoop job dependencies. We had jobs that needed to run in order, from ETL jobs to data analytics products. After version 3.0, we provide two modes: the stand alone “solo-server” mode and distributed multiple-executor mode. The following describes the differences between the two modes. In solo server mode, the DB is embedded H2 and both web server and executor server run in the same process. This should be useful if one just wants to try things out. It can also be used on small scale use cases. The multiple executor mode is for most serious production environment. Its DB should be backed by MySQL instances with master-slave set up. The web server and executor servers should ideally run in different hosts so that upgrading and maintenance shouldn’t affect users. This multiple host setup brings in robust and scalable aspect to Azkaban.

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 Not 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 looking for a distributed Workflow Manager solution that helps solve the problem of Hadoop job dependencies

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

Screenshots and 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

Azkaban
azkaban.github.io

Company Information

The Apache Software Foundation
Founded: 1999
United States
mxnet.apache.org

Alternatives

Kraken CI

Kraken CI

Michal Nowikowski

Alternatives

Claude Dispatch

Claude Dispatch

Anthropic
Caffe

Caffe

BAIR

Categories

Data Pipeline Supported

Categories

AI Development Supported
Deep Learning Supported
Neural Network Supported

Integrations

AWS Elastic Fabric Adapter (EFA) Not Supported
AWS Marketplace Not Supported
Amazon EC2 Inf1 Instances Not Supported
Amazon EC2 P4 Instances Not Supported
Amazon Elastic Inference Not Supported
Amazon SageMaker Debugger Not Supported
Amazon SageMaker Model Building Not Supported
Cameralyze Not Supported
Flower Not Supported
GPUonCLOUD Not Supported
Google Cloud Deep Learning VM Image Not Supported
Gradient Not Supported
Guild AI Not Supported
Hadoop Supported
Horovod Not Supported
IBM watsonx.data integration Supported
LeaderGPU Not Supported
MLReef Not Supported
MySQL Supported

Integrations

AWS Elastic Fabric Adapter (EFA) Supported
AWS Marketplace Supported
Amazon EC2 Inf1 Instances Supported
Amazon EC2 P4 Instances Supported
Amazon Elastic Inference Supported
Amazon SageMaker Debugger Supported
Amazon SageMaker Model Building Supported
Cameralyze Supported
Flower Supported
GPUonCLOUD Supported
Google Cloud Deep Learning VM Image Supported
Gradient Supported
Guild AI Supported
Hadoop Not Supported
Horovod Supported
IBM watsonx.data integration Not Supported
LeaderGPU Supported
MLReef Supported
MySQL Not Supported
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Claim Azkaban and update features and information
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