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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