Mon 19 Jun 2023 14:40 - 15:00 at Cypress 2 - PLDI: Compilation Chair(s): Chung-Kil Hur

We introduce indexed streams, a formal operational model and intermediate representation that describes the fused execution of a contraction language that encompasses both sparse tensor algebra and relational algebra. We prove that the indexed stream model is correct with respect to a functional semantics. We also develop a compiler for contraction expressions that uses indexed streams as an intermediate representation. The compiler is only 540 lines of code, but we show that its performance can match both the TACO compiler for sparse tensor algebra and the SQLite and DuckDB query processing libraries for relational algebra.

Mon 19 Jun

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13:40 - 15:20
PLDI: CompilationPLDI Research Papers at Cypress 2
Chair(s): Chung-Kil Hur Seoul National University

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13:40
20m
Talk
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
20m
Talk
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
20m
Talk
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
20m
Talk
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
20m
Talk
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