Enabling Spill-Free Compilation via Affine-Based Live Range Reduction Optimization.

Alberto Mannari Prasanth Chatarasi Alex Gatea Wei Wang 0333 Chris Bowler Shubham Jain 0004 Masoud Ataei Jaliseh Nicole Khoun Alberto Mannari Bardia Mahjour Viji Srinivasan Swagath Venkataramani Enabling Spill-Free Compilation via Affine-Based Live Range Reduction Optimization. CGO 2026 1-13 conf/cgo/2026 https://doi.org/10.1109/CGO68049.2026.11395221 db/conf/cgo/cgo2026.html#ChatarasiGWBJJKMMSV26 streams/conf/cgo Prasanth Chatarasi Alex Gatea Bardia Mahjour Jintao Zhang Alberto Mannari Chris Bowler Shubham Jain 0004 Masoud Ataei Jaliseh Nicole Khoun Kamlesh Kumar Viji Srinivasan Swagath Venkataramani Eliminating Redundancy: Ultra-compact Code Generation for Programmable Dataflow Accelerators. CGO 2026 44-56 conf/cgo/2026 https://doi.org/10.1109/CGO68049.2026.11395195 db/conf/cgo/cgo2026.html#ChatarasiGMZMBJJKKSV26 streams/conf/cgo Matthew Cohen Monodeep Kar Swagath Venkataramani Viji Srinivasan Brian Veraa Matthew M. Ziegler Nianzheng Cao Ashish Ranjan 0001 Joel Silberman Michael Guillorn Sandra Woodward JohnDavid Lancaster Josh Hursey Kyu-Hyoun Kim Alberto Mannari Amrit Nagarajan Ananda Samajdar Bahman Hekmatshoartabari Bob Galbraith Ching Zhou David L. Satterfield Gregory S. Still Gustavo Tellez Indira Nair Indu Masilamanai Jinwook Jung Kavi Randhawa Marcel Schaal Martin Lutz Paul Crumley Philip Jacob Prasanth Chatarasi Radhika Jain Sae Kyu Lee Sanchari Sen Sarada Krithivasan Scot Rider Shubham Jain 0004 Siyu Koswatta Thomas Roewer Tom Gooding Victor Ferrari Vidhi Zalani Zhibin Ren Kevin Reick Lisa Maurice Christopher J. Gonzalez Chris Catalino Ryan Nett Pong-Fei Lu Robert M. Senger Leland Chang Spyre: An Inference-Optimized Scalable AI Accelerator for Enterprise Workloads. ISSCC 2026 52-54 conf/isscc/2026 https://doi.org/10.1109/ISSCC49663.2026.11409090 db/conf/isscc/isscc2026.html#CohenKVSVZCRSGWLHKMNSHG26 streams/conf/isscc

Monodeep Kar Joel Silberman Swagath Venkataramani Viji Srinivasan Bruce M. Fleischer Joshua Rubin JohnDavid Lancaster Sae Kyu Lee Matthew Cohen Matthew M. Ziegler Nianzheng Cao Sandra Woodward Ankur Agrawal Ching Zhou Prasanth Chatarasi Thomas Gooding Michael Guillorn Bahman Hekmatshoartabari Philip Jacob Radhika Jain Shubham Jain 0004 Jinwook Jung Kyu-Hyoun Kim Siyu Koswatta Martin Lutz Alberto Mannari Abey Mathew Indira Nair Ashish Ranjan 0001 Zhibin Ren Scot Rider Thomas Röwer David L. Satterfield Marcel Schaal Sanchari Sen Gustavo Tellez Hung Tran Wei Wang 0333 Vidhi Zalani Jintao Zhang Xin Zhang 0025 Vinay Shah Robert M. Senger Arvind Kumar Pong-Fei Lu Leland Chang Power-Limited Inference Performance Optimization Using a Software-Assisted Peak Current Regulation Scheme in a 5-nm AI SoC. 49-64 2025 January 60 IEEE J. Solid State Circuits 1 https://doi.org/10.1109/JSSC.2024.3472023 db/journals/jssc/jssc60.html#KarSVSFRLLCZCWAZCGGHJJJ25 streams/journals/jssc

Yannick Schnider Thomas Ortner Stanislaw Wozniak Alberto Mannari Angeliki Pantazi Live Demonstration: Improving efficiency of speech recognition with neuro-inspired units on AIU Spyre. 1 2025 ISCAS https://doi.org/10.1109/ISCAS56072.2025.11043612 conf/iscas/2025 db/conf/iscas/iscas2025.html#SchniderOWMP25 Monodeep Kar Joel Silberman Swagath Venkataramani Viji Srinivasan Bruce M. Fleischer Joshua Rubin JohnDavid Lancaster Sae Kyu Lee Matthew Cohen Matthew M. Ziegler Nianzheng Cao Sandra Woodward Ankur Agrawal Ching Zhou Prasanth Chatarasi Thomas Gooding Michael Guillorn Bahman Hekmatshoartabari Philip Jacob Radhika Jain Shubham Jain 0004 Jinwook Jung Kyu-Hyoun Kim Siyu Koswatta Martin Lutz Alberto Mannari Abey Mathew Indira Nair Ashish Ranjan 0001 Zhibin Ren Scot Rider Thomas Roewer David L. Satterfield Marcel Schaal Sanchari Sen Gustavo Tellez Hung Tran Wei Wang 0333 Vidhi Zalani Jintao Zhang Xin Zhang 0025 Vinay Shah Robert M. Senger Arvind Kumar Pong-Fei Lu Leland Chang 14.1 A Software-Assisted Peak Current Regulation Scheme to Improve Power-Limited Inference Performance in a 5nm AI SoC. 254-256 2024 ISSCC https://doi.org/10.1109/ISSCC49657.2024.10454301 conf/isscc/2024 db/conf/isscc/isscc2024.html#KarSVSFRLLCZCWAZCGGHJJJJKKLMMNRRRRSSS24 Swagath Venkataramani Vijayalakshmi Srinivasan Wei Wang 0333 Sanchari Sen Jintao Zhang Ankur Agrawal Monodeep Kar Shubham Jain 0004 Alberto Mannari Hoang Tran Yulong Li Eri Ogawa Kazuaki Ishizaki Hiroshi Inoue Marcel Schaal Mauricio J. Serrano Jungwook Choi Xiao Sun 0013 Naigang Wang Chia-Yu Chen Allison Allain James Bonanno Nianzheng Cao Robert Casatuta Matthew Cohen Bruce M. Fleischer Michael Guillorn Howard Haynie Jinwook Jung Mingu Kang Kyu-Hyoun Kim Siyu Koswatta Sae Kyu Lee Martin Lutz Silvia M. Mueller Jinwook Oh Ashish Ranjan 0001 Zhibin Ren Scot Rider Kerstin Schelm Michael Scheuermann Joel Silberman Jie Yang Vidhi Zalani Xin Zhang 0025 Ching Zhou Matthew M. Ziegler Vinay Shah Moriyoshi Ohara Pong-Fei Lu Brian W. Curran Sunil Shukla Leland Chang Kailash Gopalakrishnan RaPiD: AI Accelerator for Ultra-low Precision Training and Inference. 153-166 2021 ISCA https://doi.org/10.1109/ISCA52012.2021.00021 conf/isca/2021 db/conf/isca/isca2021.html#VenkataramaniSW21 Ankur Agrawal Allison Allain James Bonanno Chris Bowler Nianzheng Cao Robert Casatuta Chris Catalino Leland Chang Prasanth Chatarasi Chia-Yu Chen Jungwook Choi Matthew Cohen Paul Crumley Brian W. Curran Victor Ferrari Bruce M. Fleischer Bob Galbraith Alex Gatea Christopher J. Gonzalez Thomas GoodingTom Gooding Kailash Gopalakrishnan Michael Guillorn Howard Haynie Bahman Hekmatshoartabari Joshua HurseyJosh Hursey Hiroshi Inoue Kazuaki Ishizaki Philip Jacob Radhika Jain Shubham Jain 0004 Masoud Ataei Jaliseh Jinwook Jung Mingu Kang Monodeep Kar Nicole Khoun Kyu-Hyoun Kim Siyu Koswatta Sarada Krithivasan Arvind Kumar Kamlesh Kumar JohnDavid Lancaster Sae Kyu Lee Yulong Li Pong-Fei Lu Martin Lutz Bardia Mahjour Indu Masilamanai Abey Mathew Lisa Maurice Silvia M. MüllerSilvia M. Mueller Amrit Nagarajan Indira Nair Ryan Nett Eri Ogawa Jinwook Oh Moriyoshi Ohara Thomas Ortner Angeliki Pantazi Kavi Randhawa Ashish Ranjan 0001 Kevin Reick Zhibin Ren Scot Rider Thomas RöwerThomas Roewer Joshua Rubin Ananda Samajdar David L. Satterfield Marcel Schaal Kerstin Schelm Michael Scheuermann Yannick Schnider Sanchari Sen Robert M. Senger Mauricio J. Serrano Vinay Shah Sunil Shukla Joel Silberman Vijayalakshmi SrinivasanViji Srinivasan Gregory S. Still Xiao Sun 0013 Gustavo Tellez Hoang Tran Hung Tran Swagath Venkataramani Brian Veraa Naigang Wang Wei Wang 0333 Sandra Woodward Stanislaw Wozniak Jie Yang Vidhi Zalani Jintao Zhang Xin Zhang 0025 Ching Zhou Matthew M. Ziegler