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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.
- 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
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