PLDI 2023 (series) / PLDI Research Papers /
Better Together: Unifying Datalog and Equality Saturation
We present egglog, a fixpoint reasoning system that unifies Datalog and equality saturation (EqSat). Like Datalog, egglog supports efficient incremental execution, cooperating analyses, and lattice-based reasoning. Like EqSat, egglog supports term rewriting, efficient congruence closure, and extraction of optimized terms.
We identify two recent applications – a unification-based pointer analysis in Datalog and an EqSat-based floating-point term rewriter – that have been hampered by features missing from Datalog but found in EqSat or vice-versa. We evaluate our system by reimplementing those projects in egglog. The resulting systems in egglog are faster, simpler, and fix bugs found in the original systems.
Mon 19 JunDisplayed time zone: Eastern Time (US & Canada) change
Mon 19 Jun
Displayed time zone: Eastern Time (US & Canada) change
13:40 - 15:20 | PLDI: CompilationPLDI Research Papers at Cypress 2 Chair(s): Chung-Kil Hur Seoul National University | ||
13:40 20mTalk | Don’t Look UB: Exposing Sanitizer-Eliding Compiler Optimizations PLDI Research Papers Raphael Isemann Vrije Universiteit Amsterdam, Cristiano Giuffrida Vrije Universiteit Amsterdam, Herbert Bos Vrije Universiteit Amsterdam, Erik van der Kouwe Vrije Universiteit Amsterdam, Klaus von Gleissenthall Vrije Universiteit Amsterdam DOI | ||
14:00 20mTalk | Better Together: Unifying Datalog and Equality Saturation PLDI Research Papers Yihong Zhang University of Washington, Yisu Remy Wang University of Washington, Oliver Flatt University of Washington, David Cao University of California at San Diego, Philip Zucker Draper, Eli Rosenthal Google, Zachary Tatlock University of Washington, Max Willsey University of Washington DOI Pre-print | ||
14:20 20mTalk | HEaaN.MLIR: An Optimizing Compiler for Fast Ring-Based Homomorphic Encryption PLDI Research Papers Sunjae Park Seoul National University, Woosung Song Google, Seunghyeon Nam Seoul National University, Hyeongyu Kim Seoul National University, Junbum Shin CryptoLab, Juneyoung Lee AWS DOI | ||
14:40 20mTalk | Indexed Streams: A Formal Intermediate Representation for Fused Contraction Programs PLDI Research Papers Scott Kovach Stanford University, Praneeth Kolichala Stanford University, Tiancheng “Timothy” Gu Stanford University, Fredrik Kjolstad Stanford University DOI Pre-print | ||
15:00 20mTalk | Fuzzing Loop Optimizations in Compilers for C++ and Data-Parallel Languages PLDI Research Papers Vsevolod Livinskii University of Utah, Dmitry Babokin Intel Corporation, John Regehr University of Utah DOI Pre-print |