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Wiki Markup\[http://incubator.apache.org/hama Hama \] is a parallel matrix computation package currently in incubation with Apache. It is a library of matrix operations for large-scale processing and development environments as well as a \[http://wiki.apache.org/hadoop/HadoopMapReduce Map/Reduce\] framework for a large-scale numerical analysis and data mining, that need the intensive computation power of matrix inversion, e.g., linear regression, PCA, SVM and etc. It will be useful for many scientific applications, e.g., physics computations, linear algebra, computational fluid dynamics, statistics, graphic rendering and many more.

• Scientific simulation and modeling

  • Wiki Markup
    Matrix-vector/\[:MatrixMultiply:matrix-matrix multiply\]

  • Soving linear systems

  • Wiki Markup
    \[:GraphAndMatrices: Scientific graphs\]

• Information retrieval
  • Sorting

  • Wiki Markup
    Finding \[:EigenValuesAndEigenVectors: eigenvalues and eigenvectors\]

• Computer graphics and computational geometry
  • Matrix multiply
  • Computing matrix determinate
    

General Information

• Wiki Markup
  \[http://incubator.apache.org/hama Hama Homepage\]

• Wiki Markup
  Hama \[:Architecture: Architecture\] -- Work in progress

• Wiki Markup
  \[:DSL: Hama DSL\] (Domain Specific Language) in Groovy -- Work in progress

• Wiki Markup
  \[:Shell: Hama Shell\] -- Work in progress

• Wiki Markup
  \[:Presentations: Presentations\] and \[:Articles: Articles\] about Hama

• Wiki Markup
  \[:GettingStarted: Getting Started with Hama\]

• Wiki Markup
  \[:MailingLists: Hama Mailing Lists\]

• Wiki Markup
  \[:IRC: Hama IRC Channel\]

• Wiki Markup
  Hama \[:PerformanceEvaluation: Performance Evaluation\]

User Documentation

• Examples

  • Wiki Markup
    \[:MatMult: Matrix Multiplication\] \\

Developer Documentation

a distributed computing framework based on BSP (Bulk Synchronous Parallel) computing techniques for massive scientific computations (e.g., matrix, graph, network, ..., etc).

General Information

• Hama Official Website
• Hama Official Blog
• Presentations and Articles about Hama and BSP
• PoweredBy, a list of sites and applications powered by Hama
• Hama Architecture
  • Input Partitioning
  • Graph Module
• BSP Programming Model
• Performance Benchmarks
  

User Documentation

• Getting Started with Hama
  • CompatibilityTable
  • Configuration Properties
• Getting Started with Hama on Mesos
• Getting Started with Hama on YARN
• Running Hama over InfiniBand
• Hama Pipes (Native C/C++ BSP Bridge)
• Build Dynamic Graphs on Hama
• Hama Aggregators
• Command Line Interfaces for Hama shell script.
• How to debug your own Applications
• Configuring third party JAR with native library
• FAQ list
• Hama Streaming
• Examples
  • Serialize Printing Of "Hello BSP"
  • BSP based Pi Estimator
  • Single Source Shortest Paths
  • Pagerank
  • SemiClustering
  • KMeans Clustering
• Advanced Documentation
  • Synchronization Service
  • Messaging Service
  • Develop your own BSP
    

Developer Documentation

• Guide for Hama Contributors
  • How To Become A Committer
• Guide for Hama Committers
• Guide for Hama PMC memers
• Roadmap, listing release plans
• Building, Testing, CI
• How to release
• Developer FAQ
• Hama Streaming Protocol
• Guidelines provides information that developers can follow.
  

Machine Learning

• Supervised
• Semi-Supervised Learning
• Unsupervised
  

New Sub-project Proposals

• Guidelines for Sub-project Proposal

• Wiki Markup
  \[:HowToContribute: How to contribute\]

• Wiki Markup
  \[:Jira: Jira\] usage guidelines

• Wiki Markup
  \[:BecomingDeveloper: Becoming a developer\]

• Wiki Markup
  \[:HowToCommit: How to commit\]

• Roadmaps Wiki MarkupPlans/Roadmap for \[:Hama-0.1: Hama-0.1\]