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ORCIDMichael B. Taylor
Michael Bedford Taylor
Person information
- affiliation (since 2017): University of Washington, Paul Allen School of Computer Science and Engineering, Seattle, WA, USA
- affiliation (2005-2016): University of California, San Diego, CA, USA
- affiliation (PhD 2007): Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
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2020 – today
- 2024
[c48]Dai Cheol Jung, Max Ruttenberg, Paul Gao, Scott Davidson, Daniel Petrisko, Kangli Li, Aditya K. Kamath, Lin Cheng, Shaolin Xie, Peitian Pan, Zhongyuan Zhao, Zichao Yue, Bandhav Veluri, Sripathi Muralitharan, Adrian Sampson, Andrew Lumsdaine, Zhiru Zhang, Christopher Batten, Mark Oskin, Dustin Richmond, Michael Bedford Taylor:
Scalable, Programmable and Dense: The HammerBlade Open-Source RISC-V Manycore. ISCA 2024: 770-784- 2023
- [j20]Zahra Azad
, Guowei Yang, Rashmi Agrawal, Daniel Petrisko, Michael Bedford Taylor, Ajay Joshi:
RISE: RISC-V SoC for En/Decryption Acceleration on the Edge for Homomorphic Encryption. IEEE Trans. Very Large Scale Integr. Syst. 31(10): 1523-1536 (2023) - [c47]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: 46-58 - [c46]Sadullah Canakci, Chathura Rajapaksha, Leila Delshadtehrani, Anoop Mysore Nataraja, Michael Bedford Taylor, Manuel Egele, Ajay Joshi:
ProcessorFuzz: Processor Fuzzing with Control and Status Registers Guidance. HOST 2023: 1-12 - [c45]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: 26:1-26:17 - [i9]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 abs/2302.07104 (2023) - [i8]Huwan Peng, Scott Davidson, Richard Shi, Shuaiwen Leon Song, Michael B. Taylor:
Chiplet Cloud: Building AI Supercomputers for Serving Large Generative Language Models. CoRR abs/2307.02666 (2023) - 2022
- [j19]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): 1620-1635 (2022) - [c44]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: 13:1-13:6 - [i7]Bandhav Veluri, Ali Saffari, Collin Pernu, Joshua R. Smith, Michael B. Taylor, Shyamnath Gollakota:
NeuriCam: Video Super-Resolution and Colorization Using Key Frames. CoRR abs/2207.12496 (2022) - [i6]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 abs/2209.01789 (2022) - [i5]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 abs/2211.06390 (2022) - 2021
- [c43]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: 587-599 - [c42]Sadullah Canakci, Leila Delshadtehrani, Furkan Eris, Michael Bedford Taylor, Manuel Egele, Ajay Joshi:
DirectFuzz: Automated Test Generation for RTL Designs using Directed Graybox Fuzzing. DAC 2021: 529-534 - [c41]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: 429-442 - [c40]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: 567-580 - [c39]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: 21-31 - [i4]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 abs/2102.13191 (2021) - [i3]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 abs/2105.09377 (2021) - 2020
- [j18]Michael Bedford Taylor, Luis Vega, Moein Khazraee, Ikuo Magaki, Scott Davidson, Dustin Richmond:
ASIC clouds: specializing the datacenter for planet-scale applications. Commun. ACM 63(7): 103-109 (2020) - [j17]Dong-Hyeon Park, Subhankar Pal, Siying Feng, Paul Gao, Jielun Tan, Austin Rovinski, Shaolin Xie, Chun Zhao, Aporva Amarnath, Timothy Wesley, Jonathan Beaumont, Kuan-Yu Chen, Chaitali Chakrabarti, Michael Bedford Taylor, Trevor N. Mudge, David T. Blaauw, Hun-Seok Kim, Ronald G. Dreslinski:
A 7.3 M Output Non-Zeros/J, 11.7 M Output Non-Zeros/GB Reconfigurable Sparse Matrix-Matrix Multiplication Accelerator. IEEE J. Solid State Circuits 55(4): 933-944 (2020) - [j16]Daniel Petrisko, Farzam Gilani, Mark Wyse, Dai Cheol Jung, Scott Davidson, Paul Gao, Chun Zhao, Zahra Azad, Sadullah Canakci, Bandhav Veluri, Tavio Guarino, Ajay Joshi, Mark Oskin, Michael Bedford Taylor:
BlackParrot: An Agile Open-Source RISC-V Multicore for Accelerator SoCs. IEEE Micro 40(4): 93-102 (2020) - [c38]Michael Bedford Taylor:
Your Agile Open Source HW Stinks (Because It Is Not a System). ICCAD 2020: 95:1-95:6 - [c37]Dai Cheol Jung, Scott Davidson, Chun Zhao, Dustin Richmond, Michael Bedford Taylor:
Ruche Networks: Wire-Maximal, No-Fuss NoCs : Special Session Paper. NOCS 2020: 1-8 - [c36]Daniel Petrisko, Chun Zhao, Scott Davidson, Paul Gao, Dustin Richmond, Michael Bedford Taylor:
NoC Symbiosis : (Special Session Paper). NOCS 2020: 1-8
2010 – 2019
- 2019
- [j15]Michael B. Taylor:
Technical perspective: Bootstrapping a future of open source, specialized hardware. Commun. ACM 62(12): 78 (2019) - [c35]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: 30- - [c34]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: 150- - 2018
- [j14]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): 30-41 (2018) - [j13]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): 96-108 (2018) - [c33]Michael Bedford Taylor:
Basejump STL: systemverilog needs a standard template library for hardware design. DAC 2018: 73:1-73:6 - [c32]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: 638-649 - [i2]Shaolin Xie, Michael B. Taylor:
The BaseJump Manycore Accelerator Network. CoRR abs/1808.00650 (2018) - 2017
- [j12]Michael Bedford Taylor:
The Evolution of Bitcoin Hardware. Computer 50(9): 58-66 (2017) - [j11]Moein Khazraee, Luis Vega Gutierrez, Ikuo Magaki, Michael Bedford Taylor:
Specializing a Planet's Computation: ASIC Clouds. IEEE Micro 37(3): 62-69 (2017) - [c31]Moein Khazraee, Lu Zhang, Luis Vega, Michael Bedford Taylor:
Moonwalk: NRE Optimization in ASIC Clouds. ASPLOS 2017: 511-526 - 2016
- [c30]Byron Hawkins, Brian Demsky, Michael B. Taylor:
BlackBox: lightweight security monitoring for COTS binaries. CGO 2016: 261-272 - [c29]Ikuo Magaki, Moein Khazraee, Luis Vega Gutierrez, Michael Bedford Taylor:
ASIC Clouds: Specializing the Datacenter. ISCA 2016: 178-190 - [i1]Lu Zhang, Luis Vega, Michael B. Taylor:
Power Side Channels in Security ICs: Hardware Countermeasures. CoRR abs/1605.00681 (2016) - 2014
- [j10]Qiaoshi Zheng, Nathan Goulding-Hotta, Scott Ricketts, Steven Swanson, Michael Bedford Taylor, Jack Sampson:
Exploring Energy Scalability in Coprocessor-Dominated Architectures for Dark Silicon. ACM Trans. Embed. Comput. Syst. 13(4s): 130:1-130:24 (2014) - [c28]Michael B. Taylor:
A landscape of the new dark silicon design regime. DATE 2014: 1 - [c27]Shelby Thomas, Chetan Gohkale, Enrico Tanuwidjaja, Tony Chong, David Lau, Saturnino Garcia, Michael Bedford Taylor:
CortexSuite: A synthetic brain benchmark suite. IISWC 2014: 76-79 - [c26]Anshuman Gupta, Jack Sampson, Michael Bedford Taylor:
Quality Time: A simple online technique for quantifying multicore execution efficiency. ISPASS 2014: 169-179 - 2013
- [j9]Michael B. Taylor, Steven Swanson:
Dark Silicon [Guest editors' introduction]. IEEE Micro 33(5): 6-7 (2013) - [j8]Michael B. Taylor:
A Landscape of the New Dark Silicon Design Regime. IEEE Micro 33(5): 8-19 (2013) - [c25]Michael Bedford Taylor:
Bitcoin and the age of Bespoke Silicon. CASES 2013: 16:1-16:10 - [c24]Donghwan Jeon, Saturnino Garcia, Michael Bedford Taylor:
Skadu: Efficient vector shadow memories for poly-scopic program analysis. CGO 2013: 18:1-18:12 - [c23]Anshuman Gupta, Jack Sampson, Michael Bedford Taylor:
DR-SNUCA: An energy-scalable dynamically partitioned cache. ICCD 2013: 515-518 - [c22]Anshuman Gupta, Jack Sampson, Michael Bedford Taylor:
TimeCube: A manycore embedded processor with interference-agnostic progress tracking. ICSAMOS 2013: 227-236 - 2012
- [j7]Saturnino Garcia, Donghwan Jeon, Christopher M. Louie, Michael Bedford Taylor:
The Kremlin Oracle for Sequential Code Parallelization. IEEE Micro 32(4): 42-53 (2012) - [c21]Nathan Goulding-Hotta, Jack Sampson, Qiaoshi Zheng, Vikram Bhatt, Joe Auricchio, Steven Swanson, Michael Bedford Taylor:
GreenDroid: An architecture for the Dark Silicon Age. ASP-DAC 2012: 100-105 - [c20]Michael B. Taylor:
Is dark silicon useful?: harnessing the four horsemen of the coming dark silicon apocalypse. DAC 2012: 1131-1136 - 2011
- [j6]Steven Swanson, Michael Bedford Taylor:
Greendroid: Exploring the next evolution in smartphone application processors. IEEE Commun. Mag. 49(4): 112-119 (2011) - [j5]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): 86-95 (2011) - [c19]Brandon Beresini, Scott Ricketts, Michael Bedford Taylor:
Unifying manycore and FPGA processing with the RUSH architecture. AHS 2011: 22-28 - [c18]Manish Arora, Jack Sampson, Nathan Goulding-Hotta, Jonathan Babb, Ganesh Venkatesh, Michael Bedford Taylor, Steven Swanson:
Reducing the Energy Cost of Irregular Code Bases in Soft Processor Systems. FCCM 2011: 210-213 - [c17]Jack Sampson, Manish Arora, Nathan Goulding-Hotta, Ganesh Venkatesh, Jonathan Babb, Vikram Bhatt, Steven Swanson, Michael Bedford Taylor:
An Evaluation of Selective Depipelining for FPGA-Based Energy-Reducing Irregular Code Coprocessors. FPL 2011: 24-29 - [c16]Donghwan Jeon, Saturnino Garcia, Christopher M. Louie, Michael Bedford Taylor:
Parkour: Parallel Speedup Estimates for Serial Programs. HotPar 2011 - [c15]Jack Sampson, Ganesh Venkatesh, Nathan Goulding-Hotta, Saturnino Garcia, Steven Swanson, Michael Bedford Taylor:
Efficient complex operators for irregular codes. HPCA 2011: 491-502 - [c14]Ganesh Venkatesh, Jack Sampson, Nathan Goulding-Hotta, Sravanthi Kota Venkata, Michael Bedford Taylor, Steven Swanson:
QsCores: trading dark silicon for scalable energy efficiency with quasi-specific cores. MICRO 2011: 163-174 - [c13]Donghwan Jeon, Saturnino Garcia, Christopher M. Louie, Michael Bedford Taylor:
Kismet: parallel speedup estimates for serial programs. OOPSLA 2011: 519-536 - [c12]Saturnino Garcia, Donghwan Jeon, Christopher M. Louie, Michael Bedford Taylor:
Kremlin: rethinking and rebooting gprof for the multicore age. PLDI 2011: 458-469 - [c11]Donghwan Jeon, Saturnino Garcia, Christopher M. Louie, Sravanthi Kota Venkata, Michael Bedford Taylor:
Kremlin: like gprof, but for parallelization. PPoPP 2011: 293-294 - 2010
- [c10]Ganesh Venkatesh, Jack Sampson, Nathan Goulding, Saturnino Garcia, Vladyslav Bryksin, Jose Lugo-Martinez, Steven Swanson, Michael Bedford Taylor:
Conservation cores: reducing the energy of mature computations. ASPLOS 2010: 205-218 - [c9]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: 1-39
2000 – 2009
- 2009
- [j4]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): 13:1-13:25 (2009) - [c8]Sravanthi Kota Venkata, Ikkjin Ahn, Donghwan Jeon, Anshuman Gupta, Christopher M. Louie, Saturnino Garcia, Serge J. Belongie, Michael Bedford Taylor:
SD-VBS: The San Diego Vision Benchmark Suite. IISWC 2009: 55-64 - [p1]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. Multicore Processors and Systems 2009: 1-33 - 2008
- [c7]Yi Zhu, Michael B. Taylor, Scott B. Baden, Chung-Kuan Cheng:
Advancing supercomputer performance through interconnection topology synthesis. ICCAD 2008: 555-558 - 2007
- [b1]Michael Bedford Taylor:
Tiled microprocessors. Massachusetts Institute of Technology, Cambridge, MA, USA, 2007 - [c6]Yuanfang Hu, Yi Zhu, Michael B. Taylor, Chung-Kuan Cheng:
FPGA global routing architecture optimization using a multicommodity flow approach. ICCD 2007: 144-151 - [c5]Karen Zee, Viktor Kuncak, Michael B. Taylor, Martin C. Rinard:
Runtime Checking for Program Verification. RV 2007: 202-213 - 2005
- [j3]Michael B. Taylor, Walter Lee, Saman P. Amarasinghe, Anant Agarwal:
Scalar Operand Networks. IEEE Trans. Parallel Distributed Syst. 16(2): 145-162 (2005) - 2004
- [c4]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: 2-13 - 2003
- [c3]Michael Bedford Taylor, Walter Lee, Saman P. Amarasinghe, Anant Agarwal:
Scalar Operand Networks: On-Chip Interconnect for ILP in Partitioned Architecture. HPCA 2003: 341-353 - [c2]Jason Sungtae Kim, Michael Bedford Taylor, Jason E. Miller, David Wentzlaff:
Energy characterization of a tiled architecture processor with on-chip networks. ISLPED 2003: 424-427 - 2002
- [j2]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): 25-35 (2002)
1990 – 1999
- 1997
- [j1]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): 86-93 (1997) - [c1]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: 134-144
Coauthor Index
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