https://github.com/moliva/gcm-streaming

A Stream Processing Framework on top of GCM
https://github.com/moliva/gcm-streaming

gcm gcm-streaming java reconfiguration streaming-application

Last synced: about 9 hours ago
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A Stream Processing Framework on top of GCM

• Host: GitHub
• URL: https://github.com/moliva/gcm-streaming
• Owner: moliva
• Created: 2015-03-16T16:18:28.000Z (over 9 years ago)
• Default Branch: master
• Last Pushed: 2015-08-26T13:22:52.000Z (about 9 years ago)
• Last Synced: 2024-04-30T22:09:00.898Z (6 months ago)
• Topics: gcm, gcm-streaming, java, reconfiguration, streaming-application
• Language: Java
• Homepage:
• Size: 614 KB
• Stars: 1
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# GCM Streaming

*GCM Streaming* is a framework for developing Streaming applications based on [GCM/Proactive](https://github.com/scale-proactive/scale-proactive) platform for component-oriented programming in computing grids. The framework provides abstractions for the most common kind of operations in a streaming applications as well as a standard way to execute an application built on top of it.

## Features

* Base abstractions for operations

  * InTap

  * Operator

    * Aggregator

  * OutTap

* Common operations for each kind and extensibility for the application developer to build its own abstractions enabling best practices (e.g. easily testable behavior)

* Window configuration management

  * Tumbling strategies based on count and time

  * Sliding

    * Eviction policies based on count and time

    * Trigger policies based on count and time

* Basic runner

* Dynamic adaptability

  * Reconfiguration of components attributes

  * Adaptation of the operation graph

## Future development

* Dynamic adaptability

  * Autonomic adaptation

* DSL

* Improvements in type system

* FScript actions for handling reconfiguration