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Apache Mnemonic - A non-volatile hybrid memory storage oriented library

Home Page: https://mnemonic.apache.org

License: Apache License 2.0

Shell 1.22% Python 0.94% Java 75.62% CMake 1.35% C 16.04% Scala 4.44% Dockerfile 0.39%

mnemonic's Introduction

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Mnemonic Official Website

CI

Apache Mnemonic is a non-volatile hybrid memory storage oriented library, it proposed a non-volatile/durable Java object model and durable computing service that bring several advantages to significantly improve the performance of massive real-time data processing/analytics. developers are able to use this library to design their cache-less and SerDe-less high performance applications.

Features:

  • In-place data storage on local non-volatile memory
  • Durable Object Model (DOM)
  • Durable Native Computing Model (DNCM)
  • Object graphs lazy loading & sharing
  • Auto-reclaim memory resources and Mnemonic objects
  • Hierarchical cache pool for massive data caching
  • Extensible memory services for new device adoption and allocation optimization
  • Durable data structure collection(WIP)
  • Durable computing service
  • Minimize memory footprint of on-heap
  • Reduce GC Overheads as the following chart shown (collected from Apache Spark experiments)
  • Drop-in Hadoop MapReduce support
  • Drop-in Hadoop Spark support

mnemonic's People

Contributors

bigdata-memory avatar chunyonghe avatar ddutta avatar djkevincr avatar jerryzh65 avatar johnugeorge avatar jxjlearn avatar lcy0816 avatar lishen-nt avatar liujielj avatar lql5083psu avatar paleyss avatar rakeshadr avatar splendidbird avatar taojieterry avatar weiho1122 avatar wentong12 avatar xiaominsonggit avatar yzz127 avatar

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