Sotabase

Career

· Robert and Suzanne Case Professor of Electrical Engineering and Computer Science, Harvard University2002–
· Senior Design Engineer, Accelerant Networks (now a part of Synopsys)2000–2002

Publications (273)

System level analysis of fast, per-core DVFS using on-chip switching regulators
2008 IEEE 14th International Symposium on High Performance Computer Architecture · 2008
782
cited
Minerva: Enabling Low-Power, Highly-Accurate Deep Neural Network Accelerators
International Symposium on Computer Architecture · 2016
602
cited
Profiling a warehouse-scale computer
International Symposium on Computer Architecture · 2015
488
cited
MLPerf Training Benchmark
Conference on Machine Learning and Systems · 2019
352
cited
Ares: A framework for quantifying the resilience of deep neural networks
Design Automation Conference · 2018
329
cited
Chasing Carbon: The Elusive Environmental Footprint of Computing
International Symposium on High-Performance Computer Architecture · 2020
327
cited
Process Variation Tolerant 3T1D-Based Cache Architectures
Micro · 2007
324
cited
MachSuite: Benchmarks for accelerator design and customized architectures
IEEE International Symposium on Workload Characterization · 2014
317
cited
Benchmarking TPU, GPU, and CPU Platforms for Deep Learning
arXiv.org · 2019
309
cited
Thread motion: fine-grained power management for multi-core systems
International Symposium on Computer Architecture · 2009
269
cited
A Fully-Integrated 3-Level DC-DC Converter for Nanosecond-Scale DVFS
IEEE Journal of Solid-State Circuits · 2012
257
cited
ACT: designing sustainable computer systems with an architectural carbon modeling tool
International Symposium on Computer Architecture · 2022
229
cited
Understanding Voltage Variations in Chip Multiprocessors using a Distributed Power-Delivery Network
2007 Design, Automation & Test in Europe Conference & Exhibition · 2007
220
cited
DeepRecSys: A System for Optimizing End-To-End At-Scale Neural Recommendation Inference
International Symposium on Computer Architecture · 2020
200
cited
A review of actuation and power electronics options for flapping-wing robotic insects
IEEE International Conference on Robotics and Automation · 2008
191
cited
A portable, low-power, wireless two-lead EKG system
Annual International Conference of the IEEE Engineering in Medicine and Biology Society · 2004
187
cited
Fathom: reference workloads for modern deep learning methods
IEEE International Symposium on Workload Characterization · 2016
186
cited
RETROSPECTIVE: Aladdin: a Pre-RTL, Power-Performance Accelerator Simulator Enabling Large Design Space Exploration of Customized Architectures
2023
180
cited
An ultra low power system architecture for sensor network applications
International Symposium on Computer Architecture · 2005
178
cited
Cheetah: Optimizing and Accelerating Homomorphic Encryption for Private Inference
International Symposium on High-Performance Computer Architecture · 2020
172
cited
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