Research

DEBS 2020 Grand Challenge

Co-authored with Manuja DeSilva

Technical details of an approach to the DEBS 2020 challenge on Non-Intrusive Load Monitoring (NILM) and data streaming. Highlights Apache Flink for processing large datasets, implements DBSCAN clustering, and presents an approach for handling out-of-order events in a data stream.

Paper · Video

Obsidian (formerly Manos)

Co-authored with Manuja DeSilva

A command-line tool to simulate workloads on RocksDB, tune parameters, and run benchmarking experiments to test RocksDB's default guarantees and devise configurations for different workload types.

Paper · Code

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