Think Fast: A Tensor Streaming Processor (TSP) for Accelerating Deep Learning Workloads. - Dennis Abts; Jonathan Ross; Jonathan Sparling; Mark Wong-VanHaren; Max Baker; Tom Hawkins; Andrew Bell; John Thompson; Temesghen Kahsai; Garrin Kimmell; Jennifer Hwang; Rebekah Leslie-Hurd; et al. (ISCA, 2020)

X-World: Accessibility, Vision, and Autonomy Meet. - Jimuyang Zhang; Minglan Zheng; Matthew Boyd; Eshed Ohn-Bar (ICCV, 2021)

Answer Fast: Accelerating BERT on the Tensor Streaming Processor. - Ibrahim Ahmed 007; Sahil Parmar; Matthew Boyd; Michael Beidler; Kris Kang; Bill Liu; Kyle Roach; John Kim 001; Dennis Abts (ASAP, 2022)

Challenges/Opportunities to Enable Dependable Scale-out System with Groq Deterministic Tensor-Streaming Processors. - Dennis Abts; Ibrahim Ahmed 007; Andrew Bitar; Matthew Boyd; John Kim 001; Garrin Kimmell; Andrew C. Ling (DSN (Supplements), 2022)

ASSISTER: Assistive Navigation via Conditional Instruction Generation. - Zanming Huang; Zhongkai Shangguan; Jimuyang Zhang; Gilad Bar; Matthew Boyd; Eshed Ohn-Bar (ECCV (36), 2022)

The Groq Software-defined Scale-out Tensor Streaming Multiprocessor : From chips-to-systems architectural overview. - Dennis Abts; John Kim 001; Garrin Kimmell; Matthew Boyd; Kris Kang; Sahil Parmar; Andrew C. Ling; Andrew Bitar; Ibrahim Ahmed 007; Jonathan Ross (HCS, 2022)

A software-defined tensor streaming multiprocessor for large-scale machine learning. - Dennis Abts; Garrin Kimmell; Andrew C. Ling; John Kim 001; Matthew Boyd; Andrew Bitar; Sahil Parmar; Ibrahim Ahmed 007; Roberto DiCecco; David Han; John Thompson; Michael Bye; et al. (ISCA, 2022)

A Comprehensive Evaluation of Novel AI Accelerators for Deep Learning Workloads. - Murali Emani; Zhen Xie; Siddhisanket Raskar; Varuni Sastry; William Arnold; Bruce Wilson; Rajeev Thakur; Venkatram Vishwanath; Zhengchun Liu; Michael E. Papka; Cindy Orozco Bohorquez; Rick Weisner; et al. (PMBS@SC, 2022)

Integrating Unikernel Optimizations in a General Purpose OS. - Ali Raza 003; Thomas Unger; Matthew Boyd; Eric B. Munson; Parul Sohal; Ulrich Drepper; Richard Jones; Daniel Bristot de Oliveira; Larry Woodman; Renato Mancuso 001; Jonathan Appavoo; Orran Krieger (CoRR, 2022)

Unikernel Linux (UKL). - Ali Raza 003; Thomas Unger; Matthew Boyd; Eric B. Munson; Parul Sohal; Ulrich Drepper; Richard Jones; Daniel Bristot de Oliveira; Larry Woodman; Renato Mancuso 001; Jonathan Appavoo; Orran Krieger (EuroSys, 2023)