Michael B. Taylor

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 24

Top Topics

Key Frame Selection

Architectural Design

Access Patterns

Matrix Multiplication

Top Venues

Publications

Huwan Peng, Scott Davidson, Richard Shi, Shuaiwen Leon Song, Michael B. Taylor
Chiplet Cloud: Building AI Supercomputers for Serving Large Generative Language Models. CoRR (2023)
Zahra Azad, Guowei Yang, Rashmi Agrawal, Daniel Petrisko, Michael B. Taylor, Ajay Joshi
RISE: RISC-V SoC for En/decryption Acceleration on the Edge for Homomorphic Encryption. CoRR (2023)
Bandhav Veluri, Collin Pernu, Ali Saffari, Joshua R. Smith, Michael B. Taylor, Shyamnath Gollakota
NeuriCam: Key-Frame Video Super-Resolution and Colorization for IoT Cameras. MobiCom (2023)
Lin Cheng, Max Ruttenberg, Dai Cheol Jung, Dustin Richmond, Michael B. Taylor, Mark Oskin, Christopher Batten
Beyond Static Parallel Loops: Supporting Dynamic Task Parallelism on Manycore Architectures with Software-Managed Scratchpad Memories. ASPLOS (3) (2023)
Bandhav Veluri, Ali Saffari, Collin Pernu, Joshua R. Smith, Michael B. Taylor, Shyamnath Gollakota
NeuriCam: Video Super-Resolution and Colorization Using Key Frames. CoRR (2022)
Sadullah Canakci, Chathura Rajapaksha, Anoop Mysore Nataraja, Leila Delshadtehrani, Michael B. Taylor, Manuel Egele, Ajay Joshi
ProcessorFuzz: Guiding Processor Fuzzing using Control and Status Registers. CoRR (2022)
Lin Cheng, Peitian Pan, Zhongyuan Zhao, Krithik Ranjan, Jack Weber, Bandhav Veluri, Seyed Borna Ehsani, Max Ruttenberg, Dai Cheol Jung, Preslav Ivanov, Dustin Richmond, Michael B. Taylor, Zhiru Zhang, Christopher Batten
A Tensor Processing Framework for CPU-Manycore Heterogeneous Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (6) (2022)
Mark Wyse, Daniel Petrisko, Farzam Gilani, Yuan-Mao Chueh, Paul Gao, Dai Cheol Jung, Sripathi Muralitharan, Shashank Vijaya Ranga, Mark Oskin, Michael B. Taylor
The BlackParrot BedRock Cache Coherence System. CoRR (2022)
Zahra Azad, Guowei Yang, Rashmi Agrawal, Daniel Petrisko, Michael B. Taylor, Ajay Joshi
RACE: RISC-V SoC for En/decryption Acceleration on the Edge for Homomorphic Computation. ISLPED (2022)
Xingyao Zhang, Haojun Xia, Donglin Zhuang, Hao Sun, Xin Fu, Michael B. Taylor, Shuaiwen Leon Song
η-LSTM: Co-Designing Highly-Efficient Large LSTM Training via Exploiting Memory-Saving and Architectural Design Opportunities. ISCA (2021)
Chenhao Xie, Xie Li, Yang Hu, Huwan Peng, Michael B. Taylor, Shuaiwen Leon Song
Q-VR: System-Level Design for Future Mobile Collaborative Virtual Reality. CoRR (2021)
Gus Henry Smith, Andrew Liu, Steven Lyubomirsky, Scott Davidson, Joseph McMahan, Michael B. Taylor, Luis Ceze, Zachary Tatlock
Pure tensor program rewriting via access patterns (representation pearl). MAPS@PLDI (2021)
Gus Henry Smith, Andrew Liu, Steven Lyubomirsky, Scott Davidson, Joseph McMahan, Michael B. Taylor, Luis Ceze, Zachary Tatlock
Pure Tensor Program Rewriting via Access Patterns (Representation Pearl). CoRR (2021)
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, Saman P. Amarasinghe
Taming the Zoo: The Unified GraphIt Compiler Framework for Novel Architectures. ISCA (2021)
Chenhao Xie, Xie Li, Yang Hu, Huwan Peng, Michael B. Taylor, Shuaiwen Leon Song
Q-VR: system-level design for future mobile collaborative virtual reality. ASPLOS (2021)
Austin Rovinski, Chun Zhao, Khalid Al-Hawaj, Paul Gao, Shaolin Xie, Christopher Torng, Scott Davidson, Aporva Amarnath, Luis Vega, Bandhav Veluri, Anuj Rao, Tutu Ajayi, Julian Puscar, Steve Dai, Ritchie Zhao, Dustin Richmond, Zhiru Zhang, Ian Galton, Christopher Batten, Michael B. Taylor, Ronald G. Dreslinski
A 1.4 GHz 695 Giga Risc-V Inst/s 496-Core Manycore Processor With Mesh On-Chip Network and an All-Digital Synthesized PLL in 16nm CMOS. VLSI Circuits (2019)
Michael B. Taylor
Technical perspective: Bootstrapping a future of open source, specialized hardware. Commun. ACM 62 (12) (2019)
Subhankar Pal, Dong-Hyeon Park, Siying Feng, Paul Gao, Jielun Tan, Austin Rovinski, Shaolin Xie, Chun Zhao, Aporva Amarnath, Timothy Wesley, Jonathan Beaumont, Kuan-Yu Chen, Chaitali Chakrabarti, Michael B. Taylor, Trevor N. Mudge, David T. Blaauw, Hun-Seok Kim, Ronald G. Dreslinski
A 7.3 M Output Non-Zeros/J Sparse Matrix-Matrix Multiplication Accelerator using Memory Reconfiguration in 40 nm. VLSI Circuits (2019)
Shaolin Xie, Scott Davidson, Ikuo Magaki, Moein Khazraee, Luis Vega, Lu Zhang, Michael B. Taylor
Extreme Datacenter Specialization for Planet-Scale Computing: ASIC Clouds. ACM SIGOPS Oper. Syst. Rev. 52 (1) (2018)
Scott Davidson, Shaolin Xie, Christopher Torng, Khalid Al-Hawaj, Austin Rovinski, Tutu Ajayi, Luis Vega, Chun Zhao, Ritchie Zhao, Steve Dai, Aporva Amarnath, Bandhav Veluri, Paul Gao, Anuj Rao, Gai Liu, Rajesh K. Gupta, Zhiru Zhang, Ronald G. Dreslinski, Christopher Batten, Michael B. Taylor
The Celerity Open-Source 511-Core RISC-V Tiered Accelerator Fabric: Fast Architectures and Design Methodologies for Fast Chips. IEEE Micro 38 (2) (2018)
Shaolin Xie, Michael B. Taylor
The BaseJump Manycore Accelerator Network. CoRR (2018)
Alric Althoff, Joseph McMahan, Luis Vega, Scott Davidson, Timothy Sherwood, Michael B. Taylor, Ryan Kastner
Hiding Intermittent Information Leakage with Architectural Support for Blinking. ISCA (2018)
Byron Hawkins, Brian Demsky, Michael B. Taylor
BlackBox: lightweight security monitoring for COTS binaries. CGO (2016)
Lu Zhang, Luis Vega, Michael B. Taylor
Power Side Channels in Security ICs: Hardware Countermeasures. CoRR (2016)
Michael B. Taylor
A landscape of the new dark silicon design regime. DATE (2014)
Michael B. Taylor
A Landscape of the New Dark Silicon Design Regime. IEEE Micro 33 (5) (2013)
Michael B. Taylor, Steven Swanson
Dark Silicon [Guest editors' introduction]. IEEE Micro 33 (5) (2013)
Michael B. Taylor
Is dark silicon useful?: harnessing the four horsemen of the coming dark silicon apocalypse. DAC (2012)
Nathan Goulding-Hotta, Jack Sampson, Ganesh Venkatesh, Saturnino Garcia, Joe Auricchio, Po-Chao Huang, Manish Arora, Siddhartha Nath, Vikram Bhatt, Jonathan Babb, Steven Swanson, Michael B. Taylor
The GreenDroid Mobile Application Processor: An Architecture for Silicon's Dark Future. IEEE Micro 31 (2) (2011)
Nathan Goulding, Jack Sampson, Ganesh Venkatesh, Saturnino Garcia, Joe Auricchio, Jonathan Babb, Michael B. Taylor, Steven Swanson
GreenDroid: A mobile application processor for a future of dark silicon. Hot Chips Symposium (2010)
Yi Zhu, Yuanfang Hu, Michael B. Taylor, Chung-Kuan Cheng
Energy and switch area optimizations for FPGA global routing architectures. ACM Trans. Design Autom. Electr. Syst. 14 (1) (2009)
Yi Zhu, Michael B. Taylor, Scott B. Baden, Chung-Kuan Cheng
Advancing supercomputer performance through interconnection topology synthesis. ICCAD (2008)
Karen Zee, Viktor Kuncak, Michael B. Taylor, Martin C. Rinard
Runtime Checking for Program Verification. RV (2007)
Yuanfang Hu, Yi Zhu, Michael B. Taylor, Chung-Kuan Cheng
FPGA global routing architecture optimization using a multicommodity flow approach. ICCD (2007)
Michael B. Taylor, Walter Lee, Saman P. Amarasinghe, Anant Agarwal
Scalar Operand Networks. IEEE Trans. Parallel Distributed Syst. 16 (2) (2005)
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. ISCA (2004)
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. IEEE Micro 22 (2) (2002)
Jonathan Babb, Matthew I. Frank, Victor Lee, Elliot Waingold, Rajeev Barua, Michael B. Taylor, Jang Kim, Devabhaktuni Srikrishna, Anant Agarwal
The RAW benchmark suite: computation structures for general purpose computing. FCCM (1997)
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. Computer 30 (9) (1997)