MountDB extends RocksDB with Memtable-level model reuse and a block-aware learned disk index, reporting up to 1.5X write and 2.1X read throughput over state-of-the-art on large-scale workloads.
Cassandra: A decentralized structured storage system,
2 Pith papers cite this work. Polarity classification is still indexing.
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Describes a scalable microservice architecture with fog computing for power consumption monitoring, prototyped on 16 servers and simulated for 20,000 sensors.
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A Pragmatic Approach to Learned Indexing in RocksDB: Targeted Optimizations with Minimal System Modification
MountDB extends RocksDB with Memtable-level model reuse and a block-aware learned disk index, reporting up to 1.5X write and 2.1X read throughput over state-of-the-art on large-scale workloads.
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A Scalable Architecture for Power Consumption Monitoring in Industrial Production Environments
Describes a scalable microservice architecture with fog computing for power consumption monitoring, prototyped on 16 servers and simulated for 20,000 sensors.