Insum: Sparse GPU Kernels Simplified and Optimized with Indirect Einsums.

Saman P. Amarasinghe MIT, Cambridge, USA https://people.csail.mit.edu/saman/ https://scholar.google.com/citations?user=cF6i_goAAAAJ https://dl.acm.org/profile/81100533031 https://orcid.org/0000-0002-7231-7643 https://www.wikidata.org/entity/Q59747595 Jaeyeon Won Willow Ahrens Saman P. Amarasinghe Joel S. Emer Insum: Sparse GPU Kernels Simplified and Optimized with Indirect Einsums. 993-1006 2026 ASPLOS (2) https://doi.org/10.1145/3779212.3790176 conf/asplos/2026-2 db/conf/asplos/asplos2026-2.html#WonAAE26

Ajay Brahmakshatriya Saman P. Amarasinghe Martin C. Rinard Backwards Data-Flow Analysis using Prophecy Variables in the BuildIt System. 2026 January abs/2601.02653 CoRR https://doi.org/10.48550/arXiv.2601.02653 db/journals/corr/corr2601.html#abs-2601-02653 streams/journals/corr

Willow Ahrens Teodoro Fields Collin Radha Patel Kyle Deeds Changwan Hong Saman P. Amarasinghe Finch: Sparse and Structured Tensor Programming with Control Flow. 1042-1072 2025 9 Proc. ACM Program. Lang. OOPSLA1 https://doi.org/10.1145/3720473 db/journals/pacmpl/pacmpl9.html#AhrensCPDHA25 streams/journals/pacmpl

Jaeyeon Won Willow Ahrens Teodoro Fields Collin Joel S. Emer Saman P. Amarasinghe The Continuous Tensor Abstraction: Where Indices Are Real. 2681-2709 2025 9 Proc. ACM Program. Lang. OOPSLA2 https://doi.org/10.1145/3763146 db/journals/pacmpl/pacmpl9.html#WonACEA25

Manya Bansal Dillon Sharlet Jonathan Ragan-Kelley Saman P. Amarasinghe Lightweight and Locality-Aware Composition of Black-Box Subroutines. 1043-1067 2025 9 Proc. ACM Program. Lang. PLDI https://doi.org/10.1145/3729292 db/journals/pacmpl/pacmpl9.html#BansalSRA25 streams/journals/pacmpl

Radha Patel Willow Ahrens Saman P. Amarasinghe SySTeC: A Symmetric Sparse Tensor Compiler. 47-62 2025 CGO https://doi.org/10.1145/3696443.3708919 conf/cgo/2025 db/conf/cgo/cgo2025.html#PatelAA25 Willow Ahrens Radha Patel Teodoro Fields Collin Kyle Deeds Changwan Hong Saman P. Amarasinghe Finch: Sparse and Structured Tensor Programming with Control Flow: The Artifact. 2025 January https://doi.org/10.5281/zenodo.14597755 Zenodo streams/repo/zenodo data/11/AhrensPCDHA25c Willow Ahrens Radha Patel Teodoro Fields Collin Kyle Deeds Changwan Hong Saman P. Amarasinghe Finch: Sparse and Structured Tensor Programming with Control Flow: The Artifact. 2025 January https://doi.org/10.5281/zenodo.14721701 Zenodo streams/repo/zenodo data/11/AhrensPCDHA25c Willow Ahrens Radha Patel Teodoro Fields Collin Kyle Deeds Changwan Hong Saman P. Amarasinghe Finch: Sparse and Structured Tensor Programming with Control Flow: The Artifact. 2025 January https://doi.org/10.5281/zenodo.14735207 Zenodo streams/repo/zenodo data/11/AhrensPCDHA25c Willow Ahrens Radha Patel Teodoro Fields Collin Kyle Deeds Changwan Hong Saman P. Amarasinghe Finch: Sparse and Structured Tensor Programming with Control Flow: The Artifact. 2025 February https://doi.org/10.5281/zenodo.15048203 Zenodo streams/repo/zenodo data/11/AhrensPCDHA25c

Jaeyeon Won Willow Ahrens Joel S. Emer Saman P. Amarasinghe Insum: Sparse GPU Kernels Simplified and Optimized with Indirect Einsums. 2025 October abs/2510.17505 CoRR https://doi.org/10.48550/arXiv.2510.17505 db/journals/corr/corr2510.html#abs-2510-17505 streams/journals/corr

Manya Bansal Daniel Sainati Joseph W. Cutler Saman P. Amarasinghe Jonathan Ragan-Kelley Modular GPU Programming with Typed Perspectives. 2025 November abs/2511.11939 CoRR https://doi.org/10.48550/arXiv.2511.11939 db/journals/corr/corr2511.html#abs-2511-11939 streams/journals/corr

Ajay Brahmakshatriya Christopher Rinard Manya Ghobadi Saman P. Amarasinghe NetBlocks: Staging Layouts for High-Performance Custom Host Network Stacks. 467-491 2024 8 Proc. ACM Program. Lang. PLDI https://doi.org/10.1145/3656396 https://www.wikidata.org/entity/Q130962702 db/journals/pacmpl/pacmpl8.html#BrahmakshatriyaRGA24 streams/journals/pacmpl

Vladimir Gladshtein Qiyuan Zhao Willow Ahrens Saman P. Amarasinghe Ilya Sergey Mechanised Hypersafety Proofs about Structured Data. 647-670 2024 8 Proc. ACM Program. Lang. PLDI https://doi.org/10.1145/3656403 https://www.wikidata.org/entity/Q130887639 db/journals/pacmpl/pacmpl8.html#GladshteinZAAS24 streams/journals/pacmpl

Katsumi Okuda Saman P. Amarasinghe AskIt: Unified Programming Interface for Programming with Large Language Models. 41-54 2024 CGO https://doi.org/10.1109/CGO57630.2024.10444830 https://www.wikidata.org/entity/Q130822389 conf/cgo/2024 db/conf/cgo/cgo2024.html#OkudaA24 Yishen Chen Saman P. Amarasinghe A Framework for Fine-Grained Program Versioning. 201-214 2024 MICRO https://doi.org/10.1109/MICRO61859.2024.00024 conf/micro/2024 db/conf/micro/micro2024.html#ChenA24 Vladimir Gladshtein Qiyuan Zhao Willow Ahrens Saman P. Amarasinghe Ilya Sergey LGTM: the Logic for Graceful Tensor Manipulation. 2024 March https://doi.org/10.5281/zenodo.10802914 Zenodo streams/repo/zenodo data/11/GladshteinZAAS24b Vladimir Gladshtein Qiyuan Zhao Willow Ahrens Saman P. Amarasinghe Ilya Sergey LGTM: the Logic for Graceful Tensor Manipulation. 2024 April https://doi.org/10.5281/zenodo.10951930 Zenodo streams/repo/zenodo data/11/GladshteinZAAS24b Radha Patel Willow Ahrens Saman P. Amarasinghe SySTeC: A Symmetric Sparse Tensor Compiler: The Artifact. 2024 August https://doi.org/10.5281/zenodo.13377504 Zenodo streams/repo/zenodo data/11/PatelAA24b Radha Patel Willow Ahrens Saman P. Amarasinghe SySTeC: A Symmetric Sparse Tensor Compiler: The Artifact. 2024 September https://doi.org/10.5281/zenodo.13821280 Zenodo streams/repo/zenodo data/11/PatelAA24b

Vladimir Gladshtein Qiyuan Zhao Willow Ahrens Saman P. Amarasinghe Ilya Sergey Mechanised Hypersafety Proofs about Structured Data: Extended Version. 2024 abs/2404.06477 CoRR https://doi.org/10.48550/arXiv.2404.06477 db/journals/corr/corr2404.html#abs-2404-06477

Willow Ahrens Teodoro Fields Collin Radha Patel Kyle Deeds Changwan Hong Saman P. Amarasinghe Finch: Sparse and Structured Array Programming with Control Flow. 2024 abs/2404.16730 CoRR https://doi.org/10.48550/arXiv.2404.16730 db/journals/corr/corr2404.html#abs-2404-16730

Radha Patel Willow Ahrens Saman P. Amarasinghe SySTeC: A Symmetric Sparse Tensor Compiler. 2024 abs/2406.09266 CoRR https://doi.org/10.48550/arXiv.2406.09266 db/journals/corr/corr2406.html#abs-2406-09266

Jaeyeon Won Willow Ahrens Joel S. Emer Saman P. Amarasinghe The Continuous Tensor Abstraction: Where Indices are Real. 2024 abs/2407.01742 CoRR https://doi.org/10.48550/arXiv.2407.01742 db/journals/corr/corr2407.html#abs-2407-01742 streams/journals/corr

Jaeyeon Won Charith Mendis Joel S. Emer Saman P. Amarasinghe WACO: Learning Workload-Aware Co-optimization of the Format and Schedule of a Sparse Tensor Program. 920-934 2023 ASPLOS (2) https://doi.org/10.1145/3575693.3575742 conf/asplos/2023-2 db/conf/asplos/asplos2023-2.html#WonMEA23 Lina Mezdour Khadidja Kadem Massinissa Merouani Amina Selma Haichour Saman P. Amarasinghe Riyadh Baghdadi A Deep Learning Model for Loop Interchange. 50-60 2023 CC https://doi.org/10.1145/3578360.3580257 https://www.wikidata.org/entity/Q130856499 conf/cc/2023 db/conf/cc/cc2023.html#MezdourKMHAB23 Ariya Shajii Gabriel Ramirez Haris Smajlovic Jessica Ray Bonnie Berger Saman P. Amarasinghe Ibrahim Numanagic Codon: A Compiler for High-Performance Pythonic Applications and DSLs. 191-202 2023 CC https://doi.org/10.1145/3578360.3580275 https://www.wikidata.org/entity/Q130811376 conf/cc/2023 db/conf/cc/cc2023.html#ShajiiRSRBAN23 Willow Ahrens Daniel Donenfeld Fredrik Kjolstad Saman P. Amarasinghe Looplets: A Language for Structured Coiteration. 41-54 2023 CGO https://doi.org/10.1145/3579990.3580020 conf/cgo/2023 db/conf/cgo/cgo2023.html#AhrensDKA23 Ajay Brahmakshatriya Saman P. Amarasinghe D2X: An eXtensible conteXtual Debugger for Modern DSLs. 162-172 2023 CGO https://doi.org/10.1145/3579990.3580014 https://www.wikidata.org/entity/Q131133470 conf/cgo/2023 db/conf/cgo/cgo2023.html#Brahmakshatriya23 Saman P. Amarasinghe Compiler Support for Structured Data. 1-2 2023 FPGA https://doi.org/10.1145/3543622.3578887 https://www.wikidata.org/entity/Q130815473 conf/fpga/2023 db/conf/fpga/fpga2023.html#Amarasinghe23 Jaeyeon Won Changwan Hong Charith Mendis Joel S. Emer Saman P. Amarasinghe Unified Convolution Framework: A compiler-based approach to support sparse convolutions. 2023 MLSys https://proceedings.mlsys.org/paper_files/paper/2023/hash/ccf7262fb986e4367ccd3903960c57a0-Abstract-mlsys2023.html conf/mlsys/2023 db/conf/mlsys/mlsys2023.html#WonHMEA23 Willow Ahrens Daniel Donenfeld Fredrik Kjolstad Saman P. Amarasinghe Looplets: A Language For Structured Coiteration (The Artifact). 2023 January https://doi.org/10.5281/zenodo.7499790 Zenodo streams/repo/zenodo Lina Mezdour Khadidja Kadem Massinissa Merouani Amina Selma Haichour Saman P. Amarasinghe Riyadh Baghdadi A Deep Learning Model for Loop Interchange: Paper Artifact. 2023 January https://doi.org/10.5281/zenodo.7584642 Zenodo streams/repo/zenodo

Katsumi Okuda Saman P. Amarasinghe AskIt: Unified Programming Interface for Programming with Large Language Models. 2023 abs/2308.15645 CoRR https://doi.org/10.48550/arXiv.2308.15645 db/journals/corr/corr2308.html#abs-2308-15645

Stephen Chou Saman P. Amarasinghe Compilation of dynamic sparse tensor algebra. 1408-1437 2022 6 Proc. ACM Program. Lang. OOPSLA2 https://doi.org/10.1145/3563338 https://www.wikidata.org/entity/Q130846044 db/journals/pacmpl/pacmpl6.html#ChouA22

Ajay Brahmakshatriya Saman P. Amarasinghe GraphIt to CUDA Compiler in 2021 LOC: A Case for High-Performance DSL Implementation via Staging with BuilDSL. 53-65 2022 CGO https://doi.org/10.1109/CGO53902.2022.9741280 https://www.wikidata.org/entity/Q130826109 conf/cgo/2022 db/conf/cgo/cgo2022.html#Brahmakshatriya22 Daniel Donenfeld Stephen Chou Saman P. Amarasinghe Unified Compilation for Lossless Compression and Sparse Computing. 205-216 2022 CGO https://doi.org/10.1109/CGO53902.2022.9741282 https://www.wikidata.org/entity/Q130859992 conf/cgo/2022 db/conf/cgo/cgo2022.html#DonenfeldCA22 Willow Ahrens Fredrik Kjolstad Saman P. Amarasinghe Autoscheduling for sparse tensor algebra with an asymptotic cost model. 269-285 2022 PLDI https://doi.org/10.1145/3519939.3523442 conf/pldi/2022 db/conf/pldi/pldi2022.html#AhrensKA22 Yishen Chen Charith Mendis Saman P. Amarasinghe All you need is superword-level parallelism: systematic control-flow vectorization with SLP. 301-315 2022 PLDI https://doi.org/10.1145/3519939.3523701 conf/pldi/2022 db/conf/pldi/pldi2022.html#ChenMA22 Ajay Brahmakshatriya Saman P. Amarasinghe Artifacts for the CGO23 paper: D2X: An eXtensible conteXtual Debugger for modern DSLs. 2022 December https://doi.org/10.5281/zenodo.7459640 Zenodo streams/repo/zenodo

Willow Ahrens Daniel Donenfeld Fredrik Kjolstad Saman P. Amarasinghe Looplets: A Language For Structured Coiteration. 2022 abs/2209.05250 CoRR https://doi.org/10.48550/arXiv.2209.05250 db/journals/corr/corr2209.html#abs-2209-05250

Rawn Henry Olivia Hsu Rohan Yadav Stephen Chou Kunle Olukotun Saman P. Amarasinghe Fredrik Kjolstad Compilation of sparse array programming models. 1-29 2021 5 Proc. ACM Program. Lang. OOPSLA https://doi.org/10.1145/3485505 https://www.wikidata.org/entity/Q130844405 db/journals/pacmpl/pacmpl5.html#HenryHYCOAK21

Yishen Chen Charith Mendis Michael Carbin Saman P. Amarasinghe VeGen: a vectorizer generator for SIMD and beyond. 902-914 2021 ASPLOS https://doi.org/10.1145/3445814.3446692 conf/asplos/2021 db/conf/asplos/asplos2021.html#ChenMCA21 Ajay Brahmakshatriya Saman P. Amarasinghe BuildIt: A Type-Based Multi-stage Programming Framework for Code Generation in C++. 39-51 2021 CGO https://doi.org/10.1109/CGO51591.2021.9370333 conf/cgo/2021 db/conf/cgo/cgo2021.html#Brahmakshatriya21 Ajay Brahmakshatriya Yunming Zhang Changwan Hong Shoaib Kamil 0001 Julian Shun Saman P. Amarasinghe Compiling Graph Applications for GPU s with GraphIt. 248-261 2021 CGO https://doi.org/10.1109/CGO51591.2021.9370321 https://www.wikidata.org/entity/Q130847993 conf/cgo/2021 db/conf/cgo/cgo2021.html#Brahmakshatriya21a Jessica Ray Ajay Brahmakshatriya Richard Wang Shoaib Kamil 0001 Albert Reuther Vivienne Sze Saman P. Amarasinghe Domain-Specific Language Abstractions for Compression. 364 2021 DCC https://doi.org/10.1109/DCC50243.2021.00077 conf/dcc/2021 db/conf/dcc/dcc2021.html#RayBWKRSA21 Nishil Talati Di Jin 0003 Haojie Ye Ajay Brahmakshatriya Ganesh S. Dasika Saman P. Amarasinghe Trevor N. Mudge Danai Koutra Ronald G. Dreslinski A Deep Dive Into Understanding The Random Walk-Based Temporal Graph Learning. 87-100 2021 IISWC https://doi.org/10.1109/IISWC53511.2021.00019 conf/iiswc/2021 db/conf/iiswc/iiswc2021.html#TalatiJYBDAMKD21 Ajay Brahmakshatriya Emily Furst Victor A. Ying Claire Hsu Changwan Hong Max Ruttenberg Yunming Zhang Dai Cheol Jung Dustin Richmond Michael B. Taylor Julian Shun Mark Oskin Daniel Sánchez 0003 Saman P. Amarasinghe Taming the Zoo: The Unified GraphIt Compiler Framework for Novel Architectures. 429-442 2021 ISCA https://doi.org/10.1109/ISCA52012.2021.00041 https://www.wikidata.org/entity/Q130851691 conf/isca/2021 db/conf/isca/isca2021.html#Brahmakshatriya21 Riyadh Baghdadi Massinissa Merouani Mohamed-Hicham Leghettas Kamel Abdous Taha Arbaoui Karima Benatchba Saman P. Amarasinghe A Deep Learning Based Cost Model for Automatic Code Optimization. 2021 MLSys https://proceedings.mlsys.org/paper_files/paper/2021/hash/d9387b6d643efb25132be36f7b908d96-Abstract.html conf/mlsys/2021 db/conf/mlsys/mlsys2021.html#BaghdadiMLAABA21 Ajay Brahmakshatriya Saman P. Amarasinghe GraphIt to CUDA Compiler in 2021 LOC: A Case for High-Performance DSL Implementation via Staging with BuilDSL. 2021 December https://doi.org/10.5281/zenodo.5788581 Zenodo streams/repo/zenodo

Riyadh Baghdadi Massinissa Merouani Mohamed-Hicham Leghettas Kamel Abdous Taha Arbaoui Karima Benatchba Saman P. Amarasinghe A Deep Learning Based Cost Model for Automatic Code Optimization. 2021 abs/2104.04955 CoRR https://arxiv.org/abs/2104.04955 db/journals/corr/corr2104.html#abs-2104-04955

Jessica Shi 0001 Stephen Chou Fredrik Kjolstad Saman P. Amarasinghe An Attempt to Generate Code for Symmetric Tensor Computations. 2021 abs/2110.00186 CoRR https://arxiv.org/abs/2110.00186 db/journals/corr/corr2110.html#abs-2110-00186

Willow Ahrens Fredrik Kjolstad Saman P. Amarasinghe An Asymptotic Cost Model for Autoscheduling Sparse Tensor Programs. 2021 abs/2111.14947 CoRR https://arxiv.org/abs/2111.14947 db/journals/corr/corr2111.html#abs-2111-14947

Stephen Chou Saman P. Amarasinghe Dynamic Sparse Tensor Algebra Compilation. 2021 abs/2112.01394 CoRR https://arxiv.org/abs/2112.01394 db/journals/corr/corr2112.html#abs-2112-01394

Ryan Senanayake Changwan Hong Ziheng Wang Amalee Wilson Stephen Chou Shoaib Kamil 0001 Saman P. Amarasinghe Fredrik Kjolstad A sparse iteration space transformation framework for sparse tensor algebra. 158:1-158:30 2020 4 Proc. ACM Program. Lang. OOPSLA https://doi.org/10.1145/3428226 https://www.wikidata.org/entity/Q114846977 db/journals/pacmpl/pacmpl4.html#SenanayakeHWWCK20

Yunming Zhang Ajay Brahmakshatriya Xinyi Chen Laxman Dhulipala Shoaib Kamil 0001 Saman P. Amarasinghe Julian Shun Optimizing ordered graph algorithms with GraphIt. 158-170 2020 CGO https://doi.org/10.1145/3368826.3377909 https://www.wikidata.org/entity/Q130904723 conf/cgo/2020 db/conf/cgo/cgo2020.html#ZhangBCDKAS20 Lorenzo Di Tucci Riyadh Baghdadi Saman P. Amarasinghe Marco D. Santambrogio SALSA: A Domain Specific Architecture for Sequence Alignment. 147-150 2020 IPDPS Workshops https://doi.org/10.1109/IPDPSW50202.2020.00033 conf/ipps/2020w db/conf/ipps/ipdps2020w.html#TucciBAS20 Saman P. Amarasinghe GrAPL 2020 Keynote Speaker The GraphIt Universal Graph Framework: Achieving HighPerformance across Algorithms, Graph Types, and Architectures. 202 2020 IPDPS Workshops https://doi.org/10.1109/IPDPSW50202.2020.00044 conf/ipps/2020w db/conf/ipps/ipdps2020w.html#Amarasinghe20 Saman P. Amarasinghe Compiler 2.0: Using Machine Learning to Modernize Compiler Technology. 1-2 2020 LCTES https://doi.org/10.1145/3372799.3397167 https://www.wikidata.org/entity/Q130815565 conf/lctrts/2020 db/conf/lctrts/lctes2020.html#Amarasinghe20 Stephen Chou Fredrik Kjolstad Saman P. Amarasinghe Automatic generation of efficient sparse tensor format conversion routines. 823-838 2020 PLDI https://doi.org/10.1145/3385412.3385963 conf/pldi/2020 db/conf/pldi/pldi2020.html#ChouKA20 Suzanne Mueller Willow Ahrens Stephen Chou Fredrik Kjolstad Saman P. Amarasinghe Sparse Tensor Transpositions. 559-561 2020 SPAA https://doi.org/10.1145/3350755.3400245 conf/spaa/2020 db/conf/spaa/spaa2020.html#MuellerACKA20

Ryan Senanayake Fredrik Kjolstad Changwan Hong Shoaib Kamil 0001 Saman P. Amarasinghe A Unified Iteration Space Transformation Framework for Sparse and Dense Tensor Algebra. 2020 abs/2001.00532 CoRR http://arxiv.org/abs/2001.00532 db/journals/corr/corr2001.html#abs-2001-00532

Stephen Chou Fredrik Kjolstad Saman P. Amarasinghe Automatic Generation of Efficient Sparse Tensor Format Conversion Routines. 2020 abs/2001.02609 CoRR http://arxiv.org/abs/2001.02609 db/journals/corr/corr2001.html#abs-2001-02609

Riyadh Baghdadi Abdelkader Nadir Debbagh Kamel Abdous Fatima-Zohra Benhamida Alex Renda Jonathan Elliott Frankle Michael Carbin Saman P. Amarasinghe TIRAMISU: A Polyhedral Compiler for Dense and Sparse Deep Learning. 2020 abs/2005.04091 CoRR https://arxiv.org/abs/2005.04091 db/journals/corr/corr2005.html#abs-2005-04091

Suzanne Mueller Willow Ahrens Stephen Chou Fredrik Kjolstad Saman P. Amarasinghe Sparse Tensor Transpositions. 2020 abs/2005.10427 CoRR https://arxiv.org/abs/2005.10427 db/journals/corr/corr2005.html#abs-2005-10427

Ajay Brahmakshatriya Yunming Zhang Changwan Hong Shoaib Kamil 0001 Julian Shun Saman P. Amarasinghe Compliation Techniques for Graphs Algorithms on GPUs. 2020 abs/2012.07990 CoRR https://arxiv.org/abs/2012.07990 db/journals/corr/corr2012.html#abs-2012-07990

Ariya Shajii Ibrahim Numanagic Riyadh Baghdadi Bonnie Berger Saman P. Amarasinghe Seq: a high-performance language for bioinformatics. 125:1-125:29 2019 3 Proc. ACM Program. Lang. OOPSLA https://doi.org/10.1145/3360551 https://www.wikidata.org/entity/Q127103061 db/journals/pacmpl/pacmpl3.html#ShajiiNBBA19

Saman P. Amarasinghe The sparse tensor algebra compiler (keynote). 1 2019 CC https://doi.org/10.1145/3302516.3307361 https://www.wikidata.org/entity/Q130826126 conf/cc/2019 db/conf/cc/cc2019.html#Amarasinghe19 Charith Mendis Ajay Jain Paras Jain 0001 Saman P. Amarasinghe Revec: program rejuvenation through revectorization. 29-41 2019 CC https://doi.org/10.1145/3302516.3307357 https://www.wikidata.org/entity/Q130979604 conf/cc/2019 db/conf/cc/cc2019.html#MendisJJA19 Fredrik Kjolstad Willow Ahrens Shoaib Kamil 0001 Saman P. Amarasinghe Tensor Algebra Compilation with Workspaces. 180-192 2019 CGO https://doi.org/10.1109/CGO.2019.8661185 https://dl.acm.org/citation.cfm?id=3314894 conf/cgo/2019 db/conf/cgo/cgo2019.html#KjolstadAKA19 Riyadh Baghdadi Jessica Ray Malek Ben Romdhane Emanuele Del Sozzo Abdurrahman Akkas Yunming Zhang Patricia Suriana Shoaib Kamil 0001 Saman P. Amarasinghe Tiramisu: A Polyhedral Compiler for Expressing Fast and Portable Code. 193-205 2019 CGO https://doi.org/10.1109/CGO.2019.8661197 https://dl.acm.org/citation.cfm?id=3314896 conf/cgo/2019 db/conf/cgo/cgo2019.html#BaghdadiRRSAZSK19 Sree Harsha Nelaturu Ziheng Wang Saman P. Amarasinghe Accelerated CNN Training through Gradient Approximation. 31-35 2019 EMC2@HPCA/CVPR/ISCA https://doi.org/10.1109/EMC249363.2019.00014 conf/emc2/2019-2 db/conf/emc2/emc2-2019-2.html#NelaturuWA19 Charith Mendis Alex Renda Saman P. Amarasinghe Michael Carbin Ithemal: Accurate, Portable and Fast Basic Block Throughput Estimation using Deep Neural Networks. 4505-4515 2019 ICML http://proceedings.mlr.press/v97/mendis19a.html conf/icml/2019 db/conf/icml/icml2019.html#MendisRAC19 Yishen Chen Ajay Brahmakshatriya Charith Mendis Alex Renda Eric Atkinson Ondrej Sýkora Saman P. Amarasinghe Michael Carbin BHive: A Benchmark Suite and Measurement Framework for Validating x86-64 Basic Block Performance Models. 167-177 2019 IISWC https://doi.org/10.1109/IISWC47752.2019.9042166 conf/iiswc/2019 db/conf/iiswc/iiswc2019.html#ChenBMRASAC19 Charith Mendis Cambridge Yang Yewen Pu Saman P. Amarasinghe Michael Carbin Compiler Auto-Vectorization with Imitation Learning. 14598-14609 2019 NeurIPS https://proceedings.neurips.cc/paper/2019/hash/d1d5923fc822531bbfd9d87d4760914b-Abstract.html http://papers.nips.cc/paper/9604-compiler-auto-vectorization-with-imitation-learning conf/nips/2019 db/conf/nips/nips2019.html#MendisYPAC19 Ariya Shajii Ibrahim Numanagic Riyadh Baghdadi Bonnie Berger Saman P. Amarasinghe Seq (OOPSLA 2019 Artifact). 2019 August https://doi.org/10.5281/zenodo.3374036 Zenodo streams/repo/zenodo

Charith Mendis Ajay Jain Paras Jain 0001 Saman P. Amarasinghe Revec: Program Rejuvenation through Revectorization. 2019 abs/1902.02816 CoRR http://arxiv.org/abs/1902.02816 db/journals/corr/corr1902.html#abs-1902-02816

Yunming Zhang Ajay Brahmakshatriya Xinyi Chen Laxman Dhulipala Shoaib Kamil 0001 Saman P. Amarasinghe Julian Shun PriorityGraph: A Unified Programming Model for Optimizing Ordered Graph Algorithms. 2019 abs/1911.07260 CoRR http://arxiv.org/abs/1911.07260 db/journals/corr/corr1911.html#abs-1911-07260

Jonathan Ragan-Kelley Andrew Adams Dillon Sharlet Connelly Barnes Sylvain Paris Marc Levoy Saman P. Amarasinghe Frédo Durand Halide: decoupling algorithms from schedules for high-performance image processing. 106-115 2018 61 Commun. ACM 1 https://doi.org/10.1145/3150211 https://www.wikidata.org/entity/Q130972215 db/journals/cacm/cacm61.html#Ragan-KelleyASB18

Charith Mendis Saman P. Amarasinghe goSLP: globally optimized superword level parallelism framework. 110:1-110:28 2018 2 Proc. ACM Program. Lang. OOPSLA https://doi.org/10.1145/3276480 https://www.wikidata.org/entity/Q130980529 db/journals/pacmpl/pacmpl2.html#MendisA18

Yunming Zhang Mengjiao Yang 0001 Riyadh Baghdadi Shoaib Kamil 0001 Julian Shun Saman P. Amarasinghe GraphIt: a high-performance graph DSL. 121:1-121:30 2018 2 Proc. ACM Program. Lang. OOPSLA https://doi.org/10.1145/3276491 db/journals/pacmpl/pacmpl2.html#ZhangYBKSA18

Stephen Chou Fredrik Kjolstad Saman P. Amarasinghe Format abstraction for sparse tensor algebra compilers. 123:1-123:30 2018 2 Proc. ACM Program. Lang. OOPSLA https://doi.org/10.1145/3276493 https://www.wikidata.org/entity/Q114846991 db/journals/pacmpl/pacmpl2.html#ChouKA18

Shoumik Palkar James Thomas 0003 Deepak Narayanan Pratiksha Thaker Rahul Palamuttam Parimarjan Negi Anil Shanbhag Malte Schwarzkopf Holger Pirk Saman P. Amarasinghe Samuel Madden 0001 Matei Zaharia Evaluating End-to-End Optimization for Data Analytics Applications in Weld. 1002-1015 2018 11 Proc. VLDB Endow. 9 http://www.vldb.org/pvldb/vol11/p1002-palkar.pdf https://doi.org/10.14778/3213880.3213890 db/journals/pvldb/pvldb11.html#PalkarTNTPNSSPA18

Vladimir Kiriansky Haoran Xu Martin C. Rinard Saman P. Amarasinghe Cimple: instruction and memory level parallelism: a DSL for uncovering ILP and MLP. 30:1-30:16 2018 PACT https://doi.org/10.1145/3243176.3243185 conf/IEEEpact/2018 db/conf/IEEEpact/pact2018.html#KirianskyXRA18 Emanuele Del Sozzo Riyadh Baghdadi Saman P. Amarasinghe Marco D. Santambrogio A Unified Backend for Targeting FPGAs from DSLs. 1-8 2018 ASAP https://doi.org/10.1109/ASAP.2018.8445108 https://doi.ieeecomputersociety.org/10.1109/ASAP.2018.8445108 conf/asap/2018 db/conf/asap/asap2018.html#SozzoBAS18 Sumanaruban Rajadurai Jeffrey Bosboom Weng-Fai Wong Saman P. Amarasinghe Gloss: Seamless Live Reconfiguration and Reoptimization of Stream Programs. 98-112 2018 ASPLOS https://doi.org/10.1145/3173162.3173170 https://doi.org/10.1145/3296957.3173170 conf/asplos/2018 db/conf/asplos/asplos2018.html#RajaduraiBWA18 Vladimir Kiriansky Ilia A. Lebedev Saman P. Amarasinghe Srinivas Devadas Joel S. Emer DAWG: A Defense Against Cache Timing Attacks in Speculative Execution Processors. 974-987 2018 MICRO https://doi.org/10.1109/MICRO.2018.00083 https://doi.ieeecomputersociety.org/10.1109/MICRO.2018.00083 conf/micro/2018 db/conf/micro/micro2018.html#KirianskyLADE18 Justin Gottschlich Armando Solar-Lezama Nesime Tatbul Michael Carbin Martin C. Rinard Regina Barzilay Saman P. Amarasinghe Joshua B. Tenenbaum Tim Mattson The three pillars of machine programming. 69-80 2018 MAPL@PLDI https://doi.org/10.1145/3211346.3211355 https://www.wikidata.org/entity/Q130889068 conf/pldi/2018mapl db/conf/pldi/mapl2018.html#GottschlichSTCR18

Fredrik Kjolstad Shoaib Kamil 0001 Saman P. Amarasinghe Automatic Generation of Sparse Tensor Kernels with Workspaces. 2018 abs/1802.10574 CoRR http://arxiv.org/abs/1802.10574 db/journals/corr/corr1802.html#abs-1802-10574

Justin Gottschlich Armando Solar-Lezama Nesime Tatbul Michael Carbin Martin C. Rinard Regina Barzilay Saman P. Amarasinghe Joshua B. Tenenbaum Tim Mattson The Three Pillars of Machine-Based Programming. 2018 abs/1803.07244 CoRR http://arxiv.org/abs/1803.07244 db/journals/corr/corr1803.html#abs-1803-07244

Charith Mendis Saman P. Amarasinghe goSLP: Globally Optimized Superword Level Parallelism Framework. 2018 abs/1804.08733 CoRR http://arxiv.org/abs/1804.08733 db/journals/corr/corr1804.html#abs-1804-08733

Stephen Chou Fredrik Kjolstad Saman P. Amarasinghe Unified Sparse Formats for Tensor Algebra Compilers. 2018 abs/1804.10112 CoRR http://arxiv.org/abs/1804.10112 db/journals/corr/corr1804.html#abs-1804-10112

Riyadh Baghdadi Jessica Ray Malek Ben Romdhane Emanuele Del Sozzo Abdurrahman Akkas Yunming Zhang Patricia Suriana Shoaib Kamil 0001 Saman P. Amarasinghe Tiramisu: A Polyhedral Compiler for Expressing Fast and Portable Code. 2018 abs/1804.10694 CoRR http://arxiv.org/abs/1804.10694 db/journals/corr/corr1804.html#abs-1804-10694

Yunming Zhang Mengjiao Yang 0001 Riyadh Baghdadi Shoaib Kamil 0001 Julian Shun Saman P. Amarasinghe GraphIt - A High-Performance DSL for Graph Analytics. 2018 abs/1805.00923 CoRR http://arxiv.org/abs/1805.00923 db/journals/corr/corr1805.html#abs-1805-00923

Vladimir Kiriansky Haoran Xu Martin C. Rinard Saman P. Amarasinghe Cimple: Instruction and Memory Level Parallelism. 2018 abs/1807.01624 CoRR http://arxiv.org/abs/1807.01624 db/journals/corr/corr1807.html#abs-1807-01624

Charith Mendis Saman P. Amarasinghe Michael Carbin Ithemal: Accurate, Portable and Fast Basic Block Throughput Estimation using Deep Neural Networks. 2018 abs/1808.07412 CoRR http://arxiv.org/abs/1808.07412 db/journals/corr/corr1808.html#abs-1808-07412

Vladimir Kiriansky Ilia A. Lebedev Saman P. Amarasinghe Srinivas Devadas Joel S. Emer DAWG: A Defense Against Cache Timing Attacks in Speculative Execution Processors. 418 2018 2018 IACR Cryptol. ePrint Arch. https://eprint.iacr.org/2018/418 db/journals/iacr/iacr2018.html#KirianskyLADE18

Fredrik Kjolstad Shoaib Kamil 0001 Stephen Chou David Lugato Saman P. Amarasinghe The tensor algebra compiler. 77:1-77:29 2017 1 Proc. ACM Program. Lang. OOPSLA https://doi.org/10.1145/3133901 https://www.wikidata.org/entity/Q114846997 db/journals/pacmpl/pacmpl1.html#KjolstadKCLA17

Yunming Zhang Vladimir Kiriansky Charith Mendis Saman P. Amarasinghe Matei Zaharia Making caches work for graph analytics. 293-302 2017 IEEE BigData https://doi.org/10.1109/BigData.2017.8257937 conf/bigdataconf/2017 db/conf/bigdataconf/bigdataconf2017.html#ZhangKMAZ17 Shoumik Palkar James Thomas 0003 Anil Shanbhag Deepak Narayanan Holger Pirk Malte Schwarzkopf Saman P. Amarasinghe Matei Zaharia A Common Runtime for High Performance Data Analysis. 2017 CIDR http://cidrdb.org/cidr2017/papers/p127-palkar-cidr17.pdf conf/cidr/2017 db/conf/cidr/cidr2017.html#PalkarTSSAZ17 Emanuele Del Sozzo Riyadh Baghdadi Saman P. Amarasinghe Marco D. Santambrogio A Common Backend for Hardware Acceleration on FPGA. 427-430 2017 ICCD https://doi.org/10.1109/ICCD.2017.75 https://doi.ieeecomputersociety.org/10.1109/ICCD.2017.75 conf/iccd/2017 db/conf/iccd/iccd2017.html#SozzoBAS17 Fredrik Kjolstad Stephen Chou David Lugato Shoaib Kamil 0001 Saman P. Amarasinghe taco: a tool to generate tensor algebra kernels. 943-948 2017 ASE https://doi.org/10.1109/ASE.2017.8115709 https://doi.ieeecomputersociety.org/10.1109/ASE.2017.8115709 http://dl.acm.org/citation.cfm?id=3155683 conf/kbse/2017 db/conf/kbse/ase2017.html#KjolstadCLKA17

Shoumik Palkar James Thomas 0003 Deepak Narayanan Anil Shanbhag Rahul Palamuttam Holger Pirk Malte Schwarzkopf Saman P. Amarasinghe Samuel Madden 0001 Matei Zaharia Weld: Rethinking the Interface Between Data-Intensive Applications. 2017 abs/1709.06416 CoRR http://arxiv.org/abs/1709.06416 db/journals/corr/corr1709.html#abs-1709-06416

Fredrik Kjolstad Shoaib Kamil 0001 Jonathan Ragan-Kelley David I. W. Levin Shinjiro Sueda Desai Chen Etienne Vouga Danny M. Kaufman Gurtej Kanwar Wojciech Matusik Saman P. Amarasinghe Simit: A Language for Physical Simulation. 20:1-20:21 2016 35 ACM Trans. Graph. 2 https://doi.org/10.1145/2866569 db/journals/tog/tog35.html#KjolstadKRLSCVK16

Vladimir Kiriansky Yunming Zhang Saman P. Amarasinghe Optimizing Indirect Memory References with milk. 299-312 2016 PACT https://doi.org/10.1145/2967938.2967948 https://ieeexplore.ieee.org/document/7756762/ conf/IEEEpact/2016 db/conf/IEEEpact/pact2016.html#KirianskyZA16 Tyler Denniston Shoaib Kamil 0001 Saman P. Amarasinghe Distributed Halide. 5:1-5:12 2016 PPoPP https://doi.org/10.1145/2851141.2851157 https://doi.org/10.1145/3016078.2851157 conf/ppopp/2016 db/conf/ppopp/ppopp2016.html#DennistonKA16

Yunming Zhang Vladimir Kiriansky Charith Mendis Matei Zaharia Saman P. Amarasinghe Optimizing Cache Performance for Graph Analytics. 2016 abs/1608.01362 CoRR http://arxiv.org/abs/1608.01362 db/journals/corr/corr1608.html#ZhangKMZA16

Yufei Ding 0001 Jason Ansel Kalyan Veeramachaneni Xipeng Shen Una-May O'Reilly Saman P. Amarasinghe Autotuning algorithmic choice for input sensitivity. 379-390 2015 PLDI https://doi.org/10.1145/2737924.2737969 https://doi.org/10.1145/2813885.2737969 https://www.wikidata.org/entity/Q57437247 conf/pldi/2015 db/conf/pldi/pldi2015.html#DingAVSOA15 Charith Mendis Jeffrey Bosboom Kevin Wu Shoaib Kamil 0001 Jonathan Ragan-Kelley Sylvain Paris Qin Zhao Saman P. Amarasinghe Helium: lifting high-performance stencil kernels from stripped x86 binaries to halide DSL code. 391-402 2015 PLDI https://doi.org/10.1145/2737924.2737974 https://doi.org/10.1145/2813885.2737974 https://www.wikidata.org/entity/Q131128755 conf/pldi/2015 db/conf/pldi/pldi2015.html#MendisBWKRPZA15 Jason Ansel Shoaib Kamil 0001 Kalyan Veeramachaneni Jonathan Ragan-Kelley Jeffrey Bosboom Una-May O'Reilly Saman P. Amarasinghe OpenTuner: an extensible framework for program autotuning. 303-316 2014 PACT https://doi.org/10.1145/2628071.2628092 conf/IEEEpact/2014 db/conf/IEEEpact/pact2014.html#AnselKVRBOA14 Shoaib Kamil 0001 Saman P. Amarasinghe P. Sadayappan WOSC 2014: second workshop on optimizing stencil computations. 89-90 2014 SPLASH (Companion Volume) https://doi.org/10.1145/2660252.2662138 conf/oopsla/2014c db/conf/oopsla/splash2014c.html#KamilAS14 Jeffrey Bosboom Sumanaruban Rajadurai Weng-Fai Wong Saman P. Amarasinghe StreamJIT: a commensal compiler for high-performance stream programming. 177-195 2014 OOPSLA https://doi.org/10.1145/2660193.2660236 https://doi.org/10.1145/2714064.2660236 https://www.wikidata.org/entity/Q121107044 conf/oopsla/2014 db/conf/oopsla/oopsla2014.html#BosboomRWA14 Phitchaya Mangpo Phothilimthana Jason Ansel Jonathan Ragan-Kelley Saman P. Amarasinghe Portable performance on heterogeneous architectures. 431-444 2013 ASPLOS https://doi.org/10.1145/2451116.2451162 https://doi.org/10.1145/2499368.2451162 https://doi.org/10.1145/2490301.2451162 conf/asplos/2013 db/conf/asplos/asplos2013.html#PhothilimthanaARA13 Robert Soulé Michael I. Gordon Saman P. Amarasinghe Robert Grimm 0001 Martin Hirzel Dynamic expressivity with static optimization for streaming languages. 159-170 2013 DEBS https://doi.org/10.1145/2488222.2488255 conf/debs/2013 db/conf/debs/debs2013.html#SouleGAGH13 Jonathan Ragan-Kelley Connelly Barnes Andrew Adams Sylvain Paris Frédo Durand Saman P. Amarasinghe Halide: a language and compiler for optimizing parallelism, locality, and recomputation in image processing pipelines. 519-530 2013 PLDI https://doi.org/10.1145/2491956.2462176 https://doi.org/10.1145/2499370.2462176 https://www.wikidata.org/entity/Q122278156 conf/pldi/2013 db/conf/pldi/pldi2013.html#Ragan-KelleyBAPDA13 Sanath Jayasena Saman P. Amarasinghe Asanka Abeyweera Gayashan Amarasinghe Himeshi De Silva Sunimal Rathnayake Xiaoqiao Meng Yanbin Liu Detection of false sharing using machine learning. 30:1-30:9 2013 SC https://doi.org/10.1145/2503210.2503269 conf/sc/2013 db/conf/sc/sc2013.html#JayasenaAAASRML13 Alex Nicolau Xiaowei Shen Saman P. Amarasinghe Richard W. Vuduc ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPoPP '13, Shenzhen, China, February 23-27, 2013 ACM PPoPP 2013 978-1-4503-1922-5 https://doi.org/10.1145/2442516 https://doi.org/10.1145/2517327 db/conf/ppopp/ppopp2013.html

Jonathan Ragan-Kelley Andrew Adams Sylvain Paris Marc Levoy Saman P. Amarasinghe Frédo Durand Decoupling algorithms from schedules for easy optimization of image processing pipelines. 32:1-32:12 2012 31 ACM Trans. Graph. 4 https://doi.org/10.1145/2185520.2185528 https://www.wikidata.org/entity/Q131128222 db/journals/tog/tog31.html#Ragan-KelleyAPLAD12

Marek Olszewski Qin Zhao David Koh Jason Ansel Saman P. Amarasinghe Aikido: accelerating shared data dynamic analyses. 173-184 2012 ASPLOS https://doi.org/10.1145/2150976.2150995 https://doi.org/10.1145/2248487.2150995 https://doi.org/10.1145/2189750.2150995 conf/asplos/2012 db/conf/asplos/asplos2012.html#OlszewskiZKAA12 Jason Ansel Maciej Pacula Yee Lok Wong Cy P. Chan Marek Olszewski Una-May O'Reilly Saman P. Amarasinghe Siblingrivalry: online autotuning through local competitions. 91-100 2012 CASES https://doi.org/10.1145/2380403.2380425 conf/cases/2012 db/conf/cases/cases2012.html#AnselPWCOOA12 Maciej Pacula Jason Ansel Saman P. Amarasinghe Una-May O'Reilly Hyperparameter Tuning in Bandit-Based Adaptive Operator Selection. 73-82 2012 EvoApplications https://doi.org/10.1007/978-3-642-29178-4_8 conf/evoW/2012a db/conf/evoW/evoappl2012.html#PaculaAAO12 Derek Bruening Qin Zhao Saman P. Amarasinghe Transparent dynamic instrumentation. 133-144 2012 VEE https://doi.org/10.1145/2151024.2151043 https://doi.org/10.1145/2365864.2151043 https://www.wikidata.org/entity/Q131130226 conf/vee/2012 db/conf/vee/vee2012.html#BrueningZA12 Carol Eidt Anne M. Holler Uma Srinivasan 0003 Saman P. Amarasinghe 10th Annual IEEE/ACM International Symposium on Code Generation and Optimization, CGO 2012, San Jose, CA, USA, March 31 - April 04, 2012 ACM CGO 2012 978-1-4503-1206-6 http://dl.acm.org/citation.cfm?id=2259016 db/conf/cgo/cgo2012.html Jason Ansel Yee Lok Wong Cy P. Chan Marek Olszewski Alan Edelman Saman P. Amarasinghe Language and compiler support for auto-tuning variable-accuracy algorithms. 85-96 2011 CGO https://doi.org/10.1109/CGO.2011.5764677 https://doi.ieeecomputersociety.org/10.1109/CGO.2011.5764677 http://dl.acm.org/citation.cfm?id=2190056 conf/cgo/2011 db/conf/cgo/cgo2011.html#AnselWCOEA11 Jason Ansel Maciej Pacula Saman P. Amarasinghe Una-May O'Reilly An efficient evolutionary algorithm for solving incrementally structured problems. 1699-1706 2011 GECCO https://doi.org/10.1145/2001576.2001805 conf/gecco/2011 db/conf/gecco/gecco2011.html#AnselPAO11 Saman P. Amarasinghe PetaBricks: a language and compiler based on autotuning. 3 2011 HiPEAC https://doi.org/10.1145/1944862.1944865 conf/hipeac/2011 db/conf/hipeac/hipeac2011.html#Amarasinghe11 Eric Lau Jason E. Miller Inseok Choi Donald Yeung Saman P. Amarasinghe Anant Agarwal Multicore Performance Optimization Using Partner Cores. 2011 HotPar https://www.usenix.org/conference/hotpar11/multicore-performance-optimization-using-partner-cores conf/hotpar/2011 db/conf/hotpar/hotpar2011.html#LauMCYAA11 Qin Zhao David Koh Syed Raza Derek Bruening Weng-Fai Wong Saman P. Amarasinghe Dynamic cache contention detection in multi-threaded applications. 27-38 2011 VEE https://doi.org/10.1145/1952682.1952688 https://doi.org/10.1145/2007477.1952688 conf/vee/2011 db/conf/vee/vee2011.html#ZhaoKRBWA11 William Thies Saman P. Amarasinghe An empirical characterization of stream programs and its implications for language and compiler design. 365-376 2010 PACT https://doi.org/10.1145/1854273.1854319 https://ieeexplore.ieee.org/document/7851535/ https://www.wikidata.org/entity/Q130870985 conf/IEEEpact/2010 db/conf/IEEEpact/pact2010.html#ThiesA10 Qin Zhao Derek Bruening Saman P. Amarasinghe Umbra: efficient and scalable memory shadowing. 22-31 2010 CGO https://doi.org/10.1145/1772954.1772960 conf/cgo/2010 db/conf/cgo/cgo2010.html#ZhaoBA10 Adam Lerer Molly Ward Saman P. Amarasinghe Evaluation of IVR data collection UIs for untrained rural users. 2 2010 ACM DEV https://doi.org/10.1145/1926180.1926183 conf/dev/2010 db/conf/dev/dev2010.html#LererWA10 Qin Zhao Derek Bruening Saman P. Amarasinghe Efficient memory shadowing for 64-bit architectures. 93-102 2010 ISMM https://doi.org/10.1145/1806651.1806667 https://doi.org/10.1145/1837855.1806667 conf/iwmm/2010 db/conf/iwmm/ismm2010.html#ZhaoBA10 Marek Olszewski Jason Ansel Saman P. Amarasinghe Kendo: efficient deterministic multithreading in software. 97-108 2009 ASPLOS https://doi.org/10.1145/1508244.1508256 https://doi.org/10.1145/1508284.1508256 https://doi.org/10.1145/2528521.1508256 conf/asplos/2009 db/conf/asplos/asplos2009.html#OlszewskiAA09 Nada Amin William Thies Saman P. Amarasinghe Computer-aided design for microfluidic chips based on multilayer soft lithography. 2-9 2009 ICCD https://doi.org/10.1109/ICCD.2009.5413185 https://doi.ieeecomputersociety.org/10.1109/ICCD.2009.5413185 conf/iccd/2009 db/conf/iccd/iccd2009.html#AminTA09 William Thies Steven Hall Saman P. Amarasinghe Manipulating lossless video in the compressed domain. 331-340 2009 ACM Multimedia https://doi.org/10.1145/1631272.1631319 conf/mm/2009 db/conf/mm/mm2009.html#ThiesHA09 Jason Ansel Cy P. Chan Yee Lok Wong Marek Olszewski Qin Zhao Alan Edelman Saman P. Amarasinghe PetaBricks: a language and compiler for algorithmic choice. 38-49 2009 PLDI https://doi.org/10.1145/1542476.1542481 https://doi.org/10.1145/1543135.1542481 https://www.wikidata.org/entity/Q121074341 conf/pldi/2009 db/conf/pldi/pldi2009.html#AnselCWOZEA09 Cy P. Chan Jason Ansel Yee Lok Wong Saman P. Amarasinghe Alan Edelman Autotuning multigrid with PetaBricks. 2009 SC https://doi.org/10.1145/1654059.1654065 conf/sc/2009 db/conf/sc/sc2009.html#ChanAWAE09 Jeff H. Perkins Sunghun Kim 0001 Samuel Larsen Saman P. Amarasinghe Jonathan Bachrach Michael Carbin Carlos Pacheco Frank Sherwood Stelios Sidiroglou Gregory T. Sullivan Weng-Fai Wong Yoav Zibin Michael D. Ernst Martin C. Rinard Automatically patching errors in deployed software. 87-102 2009 SOSP https://doi.org/10.1145/1629575.1629585 https://www.wikidata.org/entity/Q57311850 conf/sosp/2009 db/conf/sosp/sosp2009.html#PerkinsKLABCPSSSWZER09 Michael B. Taylor Walter Lee Jason E. Miller David Wentzlaff Ian Bratt Ben Greenwald Henry Hoffmann Paul R. Johnson Jason Sungtae Kim James Psota Arvind Saraf Nathan Shnidman Volker Strumpen Matthew I. Frank Saman P. Amarasinghe Anant Agarwal Tiled Multicore Processors. 1-33 2009 Multicore Processors and Systems https://doi.org/10.1007/978-1-4419-0263-4_1 series/icas/2009KOH db/series/icas/KOH2009.html#TaylorLMWBGHJKPSSSFAA09

William Thies John Paul Urbanski Todd Thorsen Saman P. Amarasinghe Abstraction layers for scalable microfluidic biocomputing. 255-275 2008 7 Nat. Comput. 2 https://doi.org/10.1007/s11047-006-9032-6 db/journals/nc/nc7.html#ThiesUTA08

David Zhang 0001 Qiuyuan J. Li Rodric M. Rabbah Saman P. Amarasinghe A lightweight streaming layer for multicore execution. 18-27 2008 36 SIGARCH Comput. Archit. News 2 https://doi.org/10.1145/1399972.1399978 db/journals/sigarch/sigarch36.html#ZhangLRA08

Saman P. Amarasinghe (How) can programmers conquer the multicore menace? 133 2008 PACT https://doi.org/10.1145/1454115.1454117 https://ieeexplore.ieee.org/document/7849438/ conf/IEEEpact/2008 db/conf/IEEEpact/pact2008.html#Amarasinghe08 Qin Zhao Rodric M. Rabbah Saman P. Amarasinghe Larry Rudolph Weng-Fai Wong How to Do a Million Watchpoints: Efficient Debugging Using Dynamic Instrumentation. 147-162 2008 CC https://doi.org/10.1007/978-3-540-78791-4_10 conf/cc/2008 db/conf/cc/cc2008.html#ZhaoRARW08 Rajiv Gupta 0001 Saman P. Amarasinghe Proceedings of the ACM SIGPLAN 2008 Conference on Programming Language Design and Implementation, Tucson, AZ, USA, June 7-13, 2008 PLDI ACM 2008 978-1-59593-860-2 https://doi.org/10.1145/1375581 https://doi.org/10.1145/1379022 db/conf/pldi/pldi2008.html

William Thies Frédéric Vivien Saman P. Amarasinghe A step towards unifying schedule and storage optimization. 2007 29 ACM Trans. Program. Lang. Syst. 6 https://doi.org/10.1145/1286821.1286825 db/journals/toplas/toplas29.html#ThiesVA07 34

Qin Zhao Rodric M. Rabbah Saman P. Amarasinghe Larry Rudolph Weng-Fai Wong Ubiquitous Memory Introspection. 299-311 2007 conf/cgo/2007 CGO https://doi.org/10.1109/CGO.2007.12 https://doi.ieeecomputersociety.org/10.1109/CGO.2007.12 http://dl.acm.org/citation.cfm?id=1252550 db/conf/cgo/cgo2007.html#ZhaoRARW07 William Thies Vikram Chandrasekhar Saman P. Amarasinghe A Practical Approach to Exploiting Coarse-Grained Pipeline Parallelism in C Programs. 356-369 2007 MICRO https://doi.org/10.1109/MICRO.2007.38 https://doi.ieeecomputersociety.org/10.1109/MICRO.2007.38 http://dl.acm.org/citation.cfm?id=1331731 conf/micro/2007 db/conf/micro/micro2007.html#ThiesCA07 Michael I. Gordon William Thies Saman P. Amarasinghe Exploiting coarse-grained task, data, and pipeline parallelism in stream programs. 151-162 2006 conf/asplos/2006 ASPLOS https://doi.org/10.1145/1168857.1168877 https://doi.org/10.1145/1168918.1168877 https://doi.org/10.1145/1168919.1168877 https://doi.org/10.1145/1168917.1168877 db/conf/asplos/asplos2006.html#GordonTA06 William Thies John Paul Urbanski Todd Thorsen Saman P. Amarasinghe Abstraction Layers for Scalable Microfluidic Biocomputers. 308-323 2006 conf/dna/2006 DNA https://doi.org/10.1007/11925903_24 db/conf/dna/dna2006.html#ThiesUTA06 Matthew Drake Hank Hoffmann Rodric M. Rabbah Saman P. Amarasinghe MPEG-2 decoding in a stream programming language. 2006 conf/ipps/2006 IPDPS https://doi.org/10.1109/IPDPS.2006.1639343 https://doi.ieeecomputersociety.org/10.1109/IPDPS.2006.1639343 db/conf/ipps/ipdps2006.html#DrakeHRA06

Saman P. Amarasinghe Michael I. Gordon Michal Karczmarek Jasper Lin David Maze Rodric M. Rabbah William Thies Language and Compiler Design for Streaming Applications. 261-278 2005 33 Int. J. Parallel Program. 2-3 https://doi.org/10.1007/s10766-005-3590-6 https://www.wikidata.org/entity/Q122306943 db/journals/ijpp/ijpp33.html#AmarasingheGKLMRT05

Mary W. Hall Saman P. Amarasinghe Brian R. Murphy Shih-Wei Liao Monica S. Lam Interprocedural parallelization analysis in SUIF. 662-731 2005 27 ACM Trans. Program. Lang. Syst. 4 https://doi.org/10.1145/1075382.1075385 db/journals/toplas/toplas27.html#HallAMLL05

Michael B. Taylor Walter Lee Saman P. Amarasinghe Anant Agarwal Scalar Operand Networks. 145-162 2005 16 IEEE Trans. Parallel Distributed Syst. 2 https://doi.org/10.1109/TPDS.2005.24 http://doi.ieeecomputersociety.org/10.1109/TPDS.2005.24 db/journals/tpds/tpds16.html#TaylorLAA05

Sitij Agrawal William Thies Saman P. Amarasinghe Optimizing stream programs using linear state space analysis. 126-136 2005 conf/cases/2005 CASES https://doi.org/10.1145/1086297.1086315 db/conf/cases/cases2005.html#AgrawalTA05 Derek Bruening Saman P. Amarasinghe Maintaining Consistency and Bounding Capacity of Software Code Caches. 74-85 2005 conf/cgo/2005 CGO https://doi.org/10.1109/CGO.2005.19 https://doi.ieeecomputersociety.org/10.1109/CGO.2005.19 http://dl.acm.org/citation.cfm?id=1048977 db/conf/cgo/cgo2005.html#BrueningA05 Mark Stephenson Saman P. Amarasinghe Predicting Unroll Factors Using Supervised Classification. 123-134 2005 conf/cgo/2005 CGO https://doi.org/10.1109/CGO.2005.29 https://doi.ieeecomputersociety.org/10.1109/CGO.2005.29 http://dl.acm.org/citation.cfm?id=1048981 db/conf/cgo/cgo2005.html#StephensonA05 Saman P. Amarasinghe Multicores from the Compiler's Perspective: A Blessing or a Curse?. 137 2005 conf/cgo/2005 CGO https://doi.org/10.1109/CGO.2005.22 https://doi.ieeecomputersociety.org/10.1109/CGO.2005.22 http://dl.acm.org/citation.cfm?id=1048982 https://www.wikidata.org/entity/Q130894282 db/conf/cgo/cgo2005.html#Amarasinghe05 Janis Sermulins William Thies Rodric M. Rabbah Saman P. Amarasinghe Cache aware optimization of stream programs. 115-126 2005 conf/lctrts/2005 LCTES https://doi.org/10.1145/1065910.1065927 https://doi.org/10.1145/1070891.1065927 db/conf/lctrts/lctes2005.html#SermulinsTRA05 Samuel Larsen Rodric M. Rabbah Saman P. Amarasinghe Exploiting Vector Parallelism in Software Pipelined Loops. 119-129 2005 conf/micro/2005 MICRO https://doi.org/10.1109/MICRO.2005.20 https://doi.ieeecomputersociety.org/10.1109/MICRO.2005.20 http://dl.acm.org/citation.cfm?id=1100544 db/conf/micro/micro2005.html#LarsenRA05 William Thies Michal Karczmarek Janis Sermulins Rodric M. Rabbah Saman P. Amarasinghe Teleport messaging for distributed stream programs. 224-235 2005 conf/ppopp/2005 PPoPP https://doi.org/10.1145/1065944.1065975 db/conf/ppopp/ppopp2005.html#ThiesKSRA05

Diego Puppin Mark Stephenson Saman P. Amarasinghe Convergent Scheduling. 2004 6 J. Instr. Level Parallelism http://www.jilp.org/vol6/v6paper9.pdf db/journals/jilp/jilp6.html#PuppinSA04

William Thies Michael I. Gordon Michal Karczmarek Jasper Lin David Maze Rodric M. Rabbah Saman P. Amarasinghe Language and Compiler Design for Streaming Applications. 2004 conf/ipps/2004 IPDPS Next Generation Software Program - NSFNGS - PI Workshop https://doi.org/10.1109/IPDPS.2004.1303227 https://doi.ieeecomputersociety.org/10.1109/IPDPS.2004.1303227 db/conf/ipps/ipdps2004-w10.html#ThiesGKLMRA04 Michael B. Taylor Walter Lee Jason E. Miller David Wentzlaff Ian Bratt Ben Greenwald Henry Hoffmann Paul R. Johnson Jason Sungtae Kim James Psota Arvind Saraf Nathan Shnidman Volker Strumpen Matthew I. Frank Saman P. Amarasinghe Anant Agarwal Evaluation of the Raw Microprocessor: An Exposed-Wire-Delay Architecture for ILP and Streams. 2-13 2004 conf/isca/2004 ISCA https://doi.org/10.1109/ISCA.2004.1310759 https://doi.ieeecomputersociety.org/10.1109/ISCA.2004.1310759 http://dl.acm.org/citation.cfm?id=1006733 db/conf/isca/isca2004.html#TaylorLMWBGHJKPSSSFAA04 Derek Bruening Timothy Garnett Saman P. Amarasinghe An Infrastructure for Adaptive Dynamic Optimization. 265-275 2003 conf/cgo/2003 CGO https://doi.org/10.1109/CGO.2003.1191551 https://doi.ieeecomputersociety.org/10.1109/CGO.2003.1191551 http://dl.acm.org/citation.cfm?id=776290 db/conf/cgo/cgo2003.html#BrueningGA03 Mark Stephenson Una-May O'Reilly Martin C. Martin Saman P. Amarasinghe Genetic Programming Applied to Compiler Heuristic Optimization. 238-253 2003 conf/eurogp/2003 EuroGP https://doi.org/10.1007/3-540-36599-0_22 db/conf/eurogp/eurogp2003.html#StephensonOMA03 Michael Bedford Taylor Walter Lee Saman P. Amarasinghe Anant Agarwal Scalar Operand Networks: On-Chip Interconnect for ILP in Partitioned Architecture. 341-353 2003 conf/hpca/2003 HPCA https://doi.org/10.1109/HPCA.2003.1183551 https://doi.ieeecomputersociety.org/10.1109/HPCA.2003.1183551 db/conf/hpca/hpca2003.html#TaylorLAA03 Gleb A. Chuvpilo Saman P. Amarasinghe High-Bandwidth Packet Switching on the Raw General-Purpose Architecture. 3-10 2003 conf/icpp/2003 ICPP https://doi.org/10.1109/ICPP.2003.1240560 https://doi.ieeecomputersociety.org/10.1109/ICPP.2003.1240560 db/conf/icpp/icpp2003.html#ChuvpiloA03 Gregory T. Sullivan Derek Bruening Iris Baron Timothy Garnett Saman P. Amarasinghe Dynamic native optimization of interpreters. 50-57 2003 IVME https://doi.org/10.1145/858570.858576 https://www.wikidata.org/entity/Q131123052 conf/ivme/2003 db/conf/ivme/ivme2003.html#SullivanBBGA03 Diego Puppin Mark Stephenson Saman P. Amarasinghe Martin C. Martin Una-May O'Reilly Adapting Convergent Scheduling Using Machine-Learning. 17-31 https://doi.org/10.1007/978-3-540-24644-2_2 2003 conf/lcpc/2003 LCPC db/conf/lcpc/lcpc2003.html#PuppinSAMO03 Michal Karczmarek William Thies Saman P. Amarasinghe Phased scheduling of stream programs. 103-112 2003 conf/lctrts/2003 LCTES https://doi.org/10.1145/780732.780747 https://doi.org/10.1145/780731.780747 db/conf/lctrts/lctes2003.html#KarczmarekTA03 Andrew A. Lamb William Thies Saman P. Amarasinghe Linear analysis and optimization of stream programs. 12-25 2003 conf/pldi/2003 PLDI https://doi.org/10.1145/781131.781134 https://doi.org/10.1145/780822.781134 db/conf/pldi/pldi2003.html#LambTA03 Mark Stephenson Saman P. Amarasinghe Martin C. Martin Una-May O'Reilly Meta optimization: improving compiler heuristics with machine learning. 77-90 2003 conf/pldi/2003 PLDI https://doi.org/10.1145/781131.781141 https://doi.org/10.1145/780822.781141 https://www.wikidata.org/entity/Q122400263 db/conf/pldi/pldi2003.html#StephensonAMO03

Michael B. Taylor Jason Sungtae Kim Jason E. Miller David Wentzlaff Fae Ghodrat Ben Greenwald Henry Hoffmann Paul R. Johnson Jae W. Lee Walter Lee Albert Ma Arvind Saraf Mark Seneski Nathan Shnidman Volker Strumpen Matthew I. Frank Saman P. Amarasinghe Anant Agarwal The Raw Microprocessor: A Computational Fabric for Software Circuits and General-Purpose Programs. 25-35 2002 22 IEEE Micro 2 https://doi.org/10.1109/MM.2002.997877 http://doi.ieeecomputersociety.org/10.1109/MM.2002.997877 db/journals/micro/micro22.html#TaylorKMWGGHJLLMSSSSFAA02

William Thies Michal Karczmarek Michael I. Gordon David Maze Jeremy Wong Henry Hoffmann Matthew Brown 0005 Saman P. Amarasinghe A common machine language for grid-based architectures. 13-14 2002 30 SIGARCH Comput. Archit. News 3 https://doi.org/10.1145/571666.571673 db/journals/sigarch/sigarch30.html#ThiesKGMWHBA02

Samuel Larsen Emmett Witchel Saman P. Amarasinghe Increasing and Detecting Memory Address Congruence. 18-29 2002 conf/IEEEpact/2002 IEEE PACT https://doi.org/10.1109/PACT.2002.1105970 https://doi.ieeecomputersociety.org/10.1109/PACT.2002.1105970 https://dl.acm.org/doi/10.5555/645989.674329 db/conf/IEEEpact/IEEEpact2002.html#LarsenWA02 Michael I. Gordon William Thies Michal Karczmarek Jasper Lin Ali S. Meli Andrew A. Lamb Chris Leger Jeremy Wong Henry Hoffmann David Maze Saman P. Amarasinghe A stream compiler for communication-exposed architectures. 291-303 2002 conf/asplos/2002 ASPLOS https://doi.org/10.1145/605397.605428 https://doi.org/10.1145/605432.605428 https://doi.org/10.1145/635506.605428 https://doi.org/10.1145/635508.605428 https://www.wikidata.org/entity/Q121176479 db/conf/asplos/asplos2002.html#GordonTKLMLLWHMA02 William Thies Michal Karczmarek Saman P. Amarasinghe StreamIt: A Language for Streaming Applications. 179-196 2002 conf/cc/2002 CC https://doi.org/10.1007/3-540-45937-5_14 db/conf/cc/cc2002.html#ThiesKA02 Darin Petkov Randolph E. Harr Saman P. Amarasinghe Efficient Pipelining of Nested Loops: Unroll-and-Squash. 2002 conf/ipps/2002 IPDPS https://doi.org/10.1109/IPDPS.2002.1015491 https://doi.ieeecomputersociety.org/10.1109/IPDPS.2002.1015491 db/conf/ipps/ipdps2002.html#PetkovHA02 Libby Levison William Thies Saman P. Amarasinghe Providing Web search capability for low-connectivity communities. 87-91 2002 ISTAS https://doi.org/10.1109/ISTAS.2002.1013800 conf/istas/2002 db/conf/istas/istas2002.html#LevisonTA02 Walter Lee Diego Puppin Shane Swenson Saman P. Amarasinghe Convergent scheduling. 111-122 2002 conf/micro/2002 MICRO https://doi.org/10.1109/MICRO.2002.1176243 https://doi.ieeecomputersociety.org/10.1109/MICRO.2002.1176243 https://dl.acm.org/citation.cfm?id=774874 db/conf/micro/micro2002.html#LeePSA02 Saman P. Amarasinghe Defying the speed of light: : a spatially-aware compiler for wire-exposed architectures. 70 2002 conf/pepm/2002a ASIA-PEPM https://doi.org/10.1145/568173.568181 db/conf/pepm/asiapepm2002.html#Amarasinghe02 Vladimir Kiriansky Derek Bruening Saman P. Amarasinghe Secure Execution via Program Shepherding. 191-206 2002 conf/uss/2002 USENIX Security Symposium http://www.usenix.org/publications/library/proceedings/sec02/kiriansky.html db/conf/uss/uss2002.html#KirianskyBA02

Rajeev Barua Walter Lee Saman P. Amarasinghe Anant Agarwal Compiler Support for Scalable and Efficient Memory Systems. 1234-1247 2001 50 IEEE Trans. Computers 11 https://doi.org/10.1109/12.966497 http://doi.ieeecomputersociety.org/10.1109/12.966497 https://www.wikidata.org/entity/Q122404917 db/journals/tc/tc50.html#BaruaLAA01

Jeffrey Sheldon Walter Lee Ben Greenwald Saman P. Amarasinghe Strength Reduction of Integer Division and Modulo Operations. 254-273 2001 conf/lcpc/2001 LCPC https://doi.org/10.1007/3-540-35767-X_17 db/conf/lcpc/lcpc2001.html#SheldonLGA01 William Thies Frédéric Vivien Jeffrey Sheldon Saman P. Amarasinghe A Unified Framework for Schedule and Storage Optimization. 232-242 2001 conf/pldi/2001 PLDI db/conf/pldi/pldi2001.html#ThiesVSA01 https://doi.org/10.1145/378795.378852 https://doi.org/10.1145/381694.378852 Csaba Andras Moritz Matthew I. Frank Saman P. Amarasinghe FlexCache: A Framework for Flexible Compiler Generated Data Caching. 135-146 2000 conf/ims/2000 Intelligent Memory Systems https://doi.org/10.1007/3-540-44570-6_9 db/conf/ims/ims2000.html#MoritzFA00 Mark Stephenson Jonathan Babb Saman P. Amarasinghe Bitwidth analysis with application to silicon compilation. 108-120 2000 conf/pldi/2000 PLDI https://doi.org/10.1145/349299.349317 https://doi.org/10.1145/358438.349317 db/conf/pldi/pldi2000.html#StephensonBA00 Samuel Larsen Saman P. Amarasinghe Exploiting superword level parallelism with multimedia instruction sets. 145-156 2000 conf/pldi/2000 PLDI https://doi.org/10.1145/349299.349320 https://doi.org/10.1145/358438.349320 db/conf/pldi/pldi2000.html#LarsenA00 Jonathan Babb Martin C. Rinard Csaba Andras Moritz Walter Lee Matthew I. Frank Rajeev Barua Saman P. Amarasinghe Parallelizing Applications into Silicon. 70- 1999 conf/fccm/1999 FCCM https://doi.org/10.1109/FPGA.1999.803669 https://doi.ieeecomputersociety.org/10.1109/FPGA.1999.803669 db/conf/fccm/fccm1999.html#BabbRMLFBA99 Rajeev Barua Walter Lee Saman P. Amarasinghe Anant Agarwal Maps: A Compiler-Managed Memory System for Raw Machines. 4-15 1999 conf/isca/1999 ISCA https://doi.org/10.1109/ISCA.1999.765935 https://doi.ieeecomputersociety.org/10.1109/ISCA.1999.765935 https://dl.acm.org/citation.cfm?id=300980 db/conf/isca/isca99.html#BaruaLAA99

Mary W. Hall Jennifer-Ann M. Anderson Saman P. Amarasinghe Brian R. Murphy Shih-Wei Liao Edouard Bugnion Monica S. Lam Maximizing Multiprocessor Performance with the SUIF Compiler. 71-80 1998 10 Digit. Tech. J. 1 https://www.hpl.hp.com/hpjournal/dtj/vol10num1/vol10num1art6.pdf db/journals/dtj/dtj10.html#HallAAMLBL98

Walter Lee Rajeev Barua Matthew I. Frank Devabhaktuni Srikrishna Jonathan Babb Vivek Sarkar Saman P. Amarasinghe Space-Time Scheduling of Instruction-Level Parallelism on a Raw Machine. 46-57 1998 conf/asplos/1998 ASPLOS https://doi.org/10.1145/291069.291018 https://doi.org/10.1145/291006.291018 https://doi.org/10.1145/384265.291018 db/conf/asplos/asplos98.html#LeeBFSBSA98 Rajeev Barua Walter Lee Saman P. Amarasinghe Anant Agarwal Memory bank disambiguation using modulo unrolling for Raw machines. 212-220 1998 HiPC https://doi.org/10.1109/HIPC.1998.737991 conf/hipc/1998 db/conf/hipc/hipc1998.html#BaruaLAA98

Elliot Waingold Michael B. Taylor Devabhaktuni Srikrishna Vivek Sarkar Walter Lee Victor Lee Jang Kim Matthew I. Frank Peter Finch Rajeev Barua Jonathan Babb Saman P. Amarasinghe Anant Agarwal Baring It All to Software: Raw Machines. 86-93 1997 30 Computer 9 db/journals/computer/computer30.html#WaingoldTSSLLKFFBBAA97 https://doi.org/10.1109/2.612254 http://doi.ieeecomputersociety.org/10.1109/2.612254

Mary W. Hall Jennifer-Ann M. Anderson Saman P. Amarasinghe Brian R. Murphy Shih-Wei Liao Edouard Bugnion Monica S. Lam Maximizing Multiprocessor Performance with the SUIF Compiler. 84-89 1996 29 Computer 12 db/journals/computer/computer29.html#HallAAMLBL96 https://doi.org/10.1109/2.546613 http://doi.ieeecomputersociety.org/10.1109/2.546613

Saman P. Amarasinghe Jennifer-Ann M. Anderson Christopher S. Wilson Shih-Wei Liao Brian R. Murphy Robert S. French Monica S. Lam Mary W. Hall Multiprocessors from a software perspective. 52-61 1996 16 IEEE Micro 3 https://doi.org/10.1109/40.502406 http://doi.ieeecomputersociety.org/10.1109/40.502406 db/journals/micro/micro16.html#AmarasingheAWLM96

Chau-Wen Tseng Jennifer-Ann M. Anderson Saman P. Amarasinghe Monica S. Lam Unified Compilation Techniques for Shared and Distributed Address Space Machines. 67-76 1995 conf/ics/1995 International Conference on Supercomputing https://doi.org/10.1145/224538.224546 db/conf/ics/ics1995.html#TsengAAL95 Mary W. Hall Brian R. Murphy Saman P. Amarasinghe Shih-Wei Liao Monica S. Lam Interprocedural Analysis for Parallelization. 61-80 1995 conf/lcpc/1995 LCPC db/conf/lcpc/lcpc1995.html#HallMALL95 https://doi.org/10.1007/BFb0014192 Jennifer-Ann M. Anderson Saman P. Amarasinghe Monica S. Lam Data and Computation Transformations for Multiprocessors. 166-178 1995 conf/ppopp/1995 PPoPP db/conf/ppopp/ppopp95.html#AndersonAL95 https://doi.org/10.1145/209936.209954 https://doi.org/10.1145/209937.209954 Mary W. Hall Brian R. Murphy Saman P. Amarasinghe Interprocedural Parallelization Analysis: A Case Study. 650-655 1995 conf/ppsc/1995 PP db/conf/ppsc/ppsc1995.html#WallMA95 Saman P. Amarasinghe Jennifer-Ann M. Anderson Monica S. Lam Chau-Wen Tseng An Overview of the SUIF Compiler for Scalable Parallel Machines. 662-667 1995 conf/ppsc/1995 PP db/conf/ppsc/ppsc1995.html#AmaransingheALT95 Mary W. Hall Saman P. Amarasinghe Brian R. Murphy Shih-Wei Liao Monica S. Lam Detecting Coarse - Grain Parallelism Using an Interprocedural Parallelizing Compiler. 1995 conf/sc/1995 SC https://doi.org/10.1145/224170.224337 https://doi.ieeecomputersociety.org/10.1109/SUPERC.1995.25 db/conf/sc/sc1995.html#HallAMLL95 49

Robert P. Wilson Robert S. French Christopher S. Wilson Saman P. Amarasinghe Jennifer-Ann M. Anderson Steven W. K. Tjiang Shih-Wei Liao Chau-Wen Tseng Mary W. Hall Monica S. Lam John L. Hennessy SUIF: An Infrastructure for Research on Parallelizing and Optimizing Compilers. 31-37 1994 29 ACM SIGPLAN Notices 12 db/journals/sigplan/sigplan29.html#WilsonFWAATLTHLH94 https://doi.org/10.1145/193209.193217 https://www.wikidata.org/entity/Q121824301

Saman P. Amarasinghe Jennifer-Ann M. Anderson Monica S. Lam Amy W. Lim An Overview of a Compiler for Scalable Parallel Machines. 253-272 1993 conf/lcpc/1993 LCPC db/conf/lcpc/lcpc1993.html#AmarasingheALL93 https://doi.org/10.1007/3-540-57659-2_15 Saman P. Amarasinghe Monica S. Lam Communication Optimization and Code Generation for Distributed Memory Machines. 126-138 1993 conf/pldi/1993 PLDI db/conf/pldi/pldi93.html#AmarasingheL93 https://doi.org/10.1145/155090.155102 https://doi.org/10.1145/173262.155102 Dror E. Maydan Saman P. Amarasinghe Monica S. Lam Array Data-Flow Analysis and its Use in Array Privatization. 2-15 1993 conf/popl/1993 POPL db/conf/popl/popl93.html#MaydanAL93 https://doi.org/10.1145/158511.158515 Kamel Abdous Asanka Abeyweera Andrew Adams Anant Agarwal Sitij Agrawal Willow Ahrens Abdurrahman Akkas Gayashan Amarasinghe Nada Amin Jennifer-Ann M. Anderson Jason Ansel Taha Arbaoui Eric Atkinson Jonathan Babb Jonathan Bachrach Riyadh Baghdadi Manya Bansal Connelly Barnes Iris Baron Rajeev Barua Regina Barzilay Karima Benatchba Fatima-Zohra Benhamida Bonnie Berger Jeffrey Bosboom Ajay Brahmakshatriya Ian Bratt Matthew Brown 0005 Derek Bruening Edouard Bugnion Michael Carbin Cy P. Chan Vikram Chandrasekhar Desai Chen Xinyi Chen Yishen Chen Inseok Choi Stephen Chou Gleb A. Chuvpilo Teodoro Fields Collin Joseph W. Cutler Ganesh S. Dasika Abdelkader Nadir Debbagh Kyle Deeds Tyler Denniston Srini DevadasSrinivas Devadas Laxman Dhulipala Yufei Ding 0001 Daniel Donenfeld Matthew Drake Ronald G. Dreslinski Frédo Durand Alan Edelman Carol Eidt Joel S. Emer Michael D. Ernst Peter Finch Matthew I. Frank Jonathan FrankleJonathan Elliott Frankle Robert S. French Emily Furst Timothy Garnett Manya Ghobadi Fae Ghodrat Vladimir Gladshtein Michael I. Gordon Justin Emile GottschlichJustin Gottschlich Ben Greenwald Robert Grimm 0001 Rajiv Gupta 0001 Amina Selma Haichour Mary W. Hall Steven Hall Randolph E. Harr John L. Hennessy Rawn Henry Martin Hirzel Henry HoffmannHank Hoffmann Anne M. Holler Changwan Hong Claire Hsu Olivia Hsu Ajay Jain Paras Jain 0001 Sanath Jayasena Di Jin 0003 Paul R. Johnson Dai Cheol Jung Khadidja Kadem Shoaib Kamil 0001 Gurtej Kanwar Michal Karczmarek Danny M. Kaufman Jang Kim Jason Sungtae Kim Sunghun Kim 0001 Vladimir Kiriansky Fredrik Kjolstad David Koh Danai Koutra Monica S. Lam Andrew A. Lamb Samuel Larsen Eric Lau Ilia A. Lebedev Jae W. Lee Victor Lee Walter Lee Chris Leger Mohamed-Hicham Leghettas Adam Lerer David I. W. Levin Libby Levison Marc Levoy Qiuyuan J. Li Shih-Wei Liao Amy W. Lim Jasper Lin Yanbin Liu David Lugato Albert Ma Samuel Madden 0001 Martin C. Martin Timothy G. MattsonTim Mattson Wojciech Matusik Dror E. Maydan David Maze Ali S. Meli Charith Mendis Xiaoqiao Meng Massinissa Merouani Lina Mezdour Jason E. Miller Csaba Andras Moritz Trevor N. Mudge Suzanne Mueller Brian R. Murphy Deepak Narayanan Parimarjan Negi Sree Harsha Nelaturu Alexandru NicolauAlex Nicolau Ibrahim Numanagic Katsumi Okuda Marek Olszewski Kunle Olukotun Una-May O'Reilly Mark Oskin Carlos Pacheco Maciej Pacula Rahul Palamuttam Shoumik Palkar Sylvain Paris Radha Patel Jeff H. Perkins Darin Petkov Phitchaya Mangpo Phothilimthana Holger Pirk James Psota Yewen Pu Diego Puppin Rodric M. Rabbah Jonathan Ragan-Kelley Sumanaruban Rajadurai Gabriel Ramirez Sunimal Rathnayake Jessica Ray Syed Raza Alex Renda Albert Reuther Dustin Richmond Christopher Rinard Martin C. Rinard Malek Ben Romdhane Larry Rudolph Max Ruttenberg P. Sadayappan Daniel Sainati Daniel Sánchez 0003 Marco D. Santambrogio Arvind Saraf Vivek Sarkar Malte Schwarzkopf Ryan Senanayake Mark Seneski Ilya Sergey Janis Sermulins Ariya Shajii Anil Shanbhag Dillon Sharlet Jeffrey Sheldon Xiaowei Shen Xipeng Shen Frank Sherwood Jessica Shi 0001 Nathan Shnidman Julian Shun Stelios Sidiroglou-DouskosStelios Sidiroglou Himeshi De Silva Haris Smajlovic Armando Solar-Lezama Robert Soulé Emanuele Del Sozzo Devabhaktuni Srikrishna Uma Srinivasan 0003 Mark Stephenson Volker Strumpen Shinjiro Sueda Gregory T. Sullivan Patricia Suriana Shane Swenson Ondrej Sýkora Vivienne Sze Nishil Talati Nesime Tatbul Michael B. TaylorMichael Bedford Taylor Joshua B. Tenenbaum Pratiksha Thaker William Thies James Thomas 0003 Todd Thorsen Steven W. K. Tjiang Chau-Wen Tseng Lorenzo Di Tucci John Paul Urbanski Kalyan Veeramachaneni Frédéric Vivien Etienne Vouga Richard W. Vuduc Elliot Waingold Richard Wang Ziheng Wang Molly Ward David Wentzlaff Amalee Wilson Christopher S. Wilson Robert P. Wilson Emmett Witchel Jaeyeon Won Jeremy Wong Weng-Fai Wong Yee Lok Wong Kevin Wu Haoran Xu Rohan Yadav Cambridge Yang Sherry Yang 0001Mengjiao Yang 0001 Haojie Ye Donald Yeung Victor A. Ying Matei Zaharia David Zhang 0001 Yunming Zhang Qin Zhao Qiyuan Zhao Yoav Zibin