Trevor Mudge

Trevor Mudge

University of Michigan

H-index: 78

North America-United States

About Trevor Mudge

Trevor Mudge, With an exceptional h-index of 78 and a recent h-index of 32 (since 2020), a distinguished researcher at University of Michigan, specializes in the field of Computer Architecture.

His recent articles reflect a diverse array of research interests and contributions to the field:

Domain-specific architectures: Research problems and promising approaches

Demystifying graph sparsification algorithms in graph properties preservation

Introduction to the Special Issue on Domain-Specific System-on-Chip Architectures and Run-Time Management Techniques

RecPIM: A PIM-Enabled DRAM-RRAM Hybrid Memory System For Recommendation Models

PEDAL: A Power Efficient GCN Accelerator with Multiple DAtafLows

GRACE: A Scalable Graph-Based Approach to Accelerating Recommendation Model Inference

Accelerating Graph Analytics on a Reconfigurable Architecture with a Data-Indirect Prefetcher

Enabling Software-Defined RF Convergence with a Novel Coarse-Scale Heterogeneous Processor

Trevor Mudge Information

University

Position

Bredt Family Professor of Engineering

Citations(all)

36012

Citations(since 2020)

6876

Cited By

32329

hIndex(all)

78

hIndex(since 2020)

32

i10Index(all)

295

i10Index(since 2020)

89

Email

University Profile Page

University of Michigan

Google Scholar

View Google Scholar Profile

Trevor Mudge Skills & Research Interests

Computer Architecture

Top articles of Trevor Mudge

Title

Journal

Author(s)

Publication Date

Domain-specific architectures: Research problems and promising approaches

ACM Transactions on Embedded Computing Systems

Anish Krishnakumar

Umit Ogras

Radu Marculescu

Mike Kishinevsky

Trevor Mudge

2023/1/24

Demystifying graph sparsification algorithms in graph properties preservation

Proceedings of the VLDB Endowment

Yuhan Chen

Haojie Ye

Sanketh Vedula

Alex Bronstein

Ronald Dreslinski

...

2023/11/1

Introduction to the Special Issue on Domain-Specific System-on-Chip Architectures and Run-Time Management Techniques

Umit Y Ogras

Radu Marculescu

Trevor N Mudge

Michael Kishinevsky

2023/1/24

RecPIM: A PIM-Enabled DRAM-RRAM Hybrid Memory System For Recommendation Models

Heewoo Kim

Haojie Ye

Trevor Mudge

Ronald Dreslinski

Nishil Talati

2023/8/7

PEDAL: A Power Efficient GCN Accelerator with Multiple DAtafLows

Yuhan Chen

Alireza Khadem

Xin He

Nishil Talati

Tanvir Ahmed Khan

...

2023/4/17

GRACE: A Scalable Graph-Based Approach to Accelerating Recommendation Model Inference

Haojie Ye

Sanketh Vedula

Yuhan Chen

Yichen Yang

Alex Bronstein

...

2023/3/25

Accelerating Graph Analytics on a Reconfigurable Architecture with a Data-Indirect Prefetcher

arXiv preprint arXiv:2301.12312

Yichen Yang

Jingtao Li

Nishil Talati

Subhankar Pal

Siying Feng

...

2023/1/29

Enabling Software-Defined RF Convergence with a Novel Coarse-Scale Heterogeneous Processor

Daniel W Bliss

Tutu Ajayi

Ali Akoglu

I Aliyev

Toygun Basaklar

...

2022/5/27

Rethinking DRAM's page mode with STT-MRAM

IEEE Transactions on Computers

Byoungchan Oh

Nilmini Abeyratne

Nam Sung Kim

Jeongseob Ahn

Ronald G Dreslinski

...

2022/9/15

Versa: A 36-core systolic multiprocessor with dynamically reconfigurable interconnect and memory

IEEE Journal of Solid-State Circuits

Sung Kim

Morteza Fayazi

Alhad Daftardar

Kuan-Yu Chen

Jielun Tan

...

2022/1/31

MeNDA: a near-memory multi-way merge solution for sparse transposition and dataflows

Siying Feng

Xin He

Kuan-Yu Chen

Liu Ke

Xuan Zhang

...

2022/6/18

Domain-specific architectures (DSAs): Research problems and promising approaches

ACM Transactions on Embedded Computing Systems (TECS)

Anish Krishnakumar

Umit Y Ogras

Radu Marculescu

Michael Kishinevsky

Trevor Mudge

2022

Ndminer: accelerating graph pattern mining using near data processing

Nishil Talati

Haojie Ye

Yichen Yang

Leul Belayneh

Kuan-Yu Chen

...

2022/6/18

Locality-aware Optimizations for Improving Remote Memory Latency in Multi-GPU Systems

Leul Belayneh

Haojie Ye

Kuan-Yu Chen

David Blaauw

Trevor Mudge

...

2022/10/8

A 507 GMACs/J 256-core domain adaptive systolic-array-processor for wireless communication and linear-algebra kernels in 12nm FINFET

Kuan-Yu Chen

Chi-Sheng Yang

Yu-Hsiu Sun

Chien-Wei Tseng

Morteza Fayazi

...

2022/6/12

Squaring the circle: Executing Sparse Matrix Computations on FlexTPU---A TPU-Like Processor

Xin He

Kuan-Yu Chen

Siying Feng

Hun-Seok Kim

David Blaauw

...

2022/10/8

Improving Energy Efficiency of Convolutional Neural Networks on Multi-core Architectures through Run-time Reconfiguration

Yan Xiong

Jingtao Li

D Blaauw

H-S Kim

T Mudge

...

2022/5/27

Mint: An accelerator for mining temporal motifs

Nishil Talati

Haojie Ye

Sanketh Vedula

Kuan-Yu Chen

Yuhan Chen

...

2022/10/1

Versa: A dataflow-centric multiprocessor with 36 systolic arm cortex-m4f cores and a reconfigurable crossbar-memory hierarchy in 28nm

Sung Kim

Morteza Fayazi

Alhad Daftardar

Kuan-Yu Chen

Jielun Tan

...

2021/6/13

CoDR: Computation and Data Reuse Aware CNN Accelerator

arXiv preprint arXiv:2104.09798

Alireza Khadem

Haojie Ye

Trevor Mudge

2021/4/20

See List of Professors in Trevor Mudge University(University of Michigan)

Co-Authors

H-index: 103
David Blaauw

David Blaauw

University of Michigan-Dearborn

H-index: 95
Dennis Sylvester

Dennis Sylvester

University of Michigan-Dearborn

H-index: 84
Edward Delp

Edward Delp

Purdue University

H-index: 80
Kunle Olukotun

Kunle Olukotun

Stanford University

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