Datalog Evaluation with Multi-Stage Programming

This lecture covers reasoning over user code, using Datalog for static analysis. It explains the anatomy of a Datalog program, DSL embedding in Scala, and the evaluation of Datalog rules. The lecture also delves into Datalog semantics, fixpoint algorithms, and the immediate consequence operator. It explores future directions in DSL integration, Datalog semantics, and execution engine optimizations. The presentation concludes with discussions on staging code, multi-stage programming, and the application of multi-stage programming to operators. Various concepts like code specialization, runtime specialization, and storage management are also addressed.