Polygraph: A Plug-n-Play Framework to Quantify Anomalies

Polygraph is a tool to quantify system behavior that violates serial execution of transactions. It is a plug-n-play framework that operates externally to the system at the conceptual granularity of entities and their relationships.We demonstrate Polygraph's ability to plug-in to existing benchmarks including TPC-C, SEATS, TATP, YCSB, and BG. In addition, we show Polygraph processes transaction log records in realtime and characterize its scalability characteristics.