David Kaeli

COE Distinguished Professor,  Electrical and Computer Engineering
Program Director,  Data Science
Affiliated Faculty,  Bioengineering
Affiliated Faculty,  Khoury College of Computer Sciences

Contact

Social Media

Office

  • 333 Dana Research Center
  • 617.373.5413

Research Focus

Computer architecture; GPUs; heterogeneous computing; performance analysis; security and information assurance; hardware reliability and recovery; Big Data analytics; workload characterization

About

David Kaeli received a BS and PhD in Electrical Engineering from Rutgers University, and an MS in Computer Engineering from Syracuse University. He is presently a COE Distinguished Processor on the ECE faculty at Northeastern University, Boston, MA where he directs the Northeastern University Computer Architecture Research Laboratory (NUCAR). Prior to joining Northeastern in 1993, Kaeli spent 12 years at IBM, the last 7 at T.J. Watson Research Center, Yorktown Heights, NY.

Dr. Kaeli is a Fellow of the IEEE and a Distinguished Scientist of the ACM. In 1996, he received the NSF CAREER Award. He is a member of Institute for Complex Scientific Software and the Institute for Information Assurance.  His Laboratory is a NVIDIA CUDA Research Center, an AMD Strategic Academic Partner, and a HSA Center of Excellence in Heterogeneous Computing.

Education

  • PhD, Rutgers University, 1992.

Honors & Awards

  • 2009 Søren Buus Outstanding Research Award
  • National Science Foundation CAREER Award
  • Fellow, Institute of Electrical and Electronics Engineers
  • Distinguished Scientist, Association of Computing Machinery
  • Distinguished Professor, College of Engineering
  • Distinguished Professor, HSA Foundation

Leadership Positions

  • Editor-in-Chief of ACM Transactions on Architecture and Code Optimization

Research Overview

Computer architecture; GPUs; heterogeneous computing; performance analysis; security and information assurance; hardware reliability and recovery; Big Data analytics; workload characterization

Computer Architecture Research Laboratory

The Northeastern University Computer Architecture Research (NUCAR) laboratory carries out cutting-edge research in high performance, reliable and secure computing hardware and software systems. Research spans a range of topics, including hardware accelerators, heterogeneous computing, microarchitecture-level security, hardware reliability, and scalable AI/ML computing frameworks. The lab carries out use-inspired research that has been supported by the NSF, NIH, NIEHS, DARPA, ONR and AFRL, as well as many companies including AMD, NVIDIA, Intel, Dell/EMC, Samsung, Analog Devices and Qualcomm. The laboratory plays a role in a number of other centers at Northeastern, including CenSSIS, PROTECT, ALERT and CHEST.

NUCAR

Selected Research Projects

Research Centers and Institutes

Department Research Areas

Selected Publications

  • T. Baruah, Y. Sun, A. Dincer, S. Mojumder, J. Abellan, Y. U., A. Josh, N. Rubin, J. Kim, D. Kaeli, “Griffin: Hardware-Software Support for Efficient Page Migration in Multi-GPU Systems,” Proceedings of the 26th IEEE International Symposium on High Performance Computer Architecture, 2020, 596-609.
  • C. Li, Y. Sun, L. Jin, L. Xu, Z. Cao, P. Fan, D. Kaeli, S. Ma, Y. Guo, J. Yang, “Priority-Based PCIe Scheduling for Multi-Tenant Multi-GPU Systems,” IEEE Computer Architecture Letters, 18(2), 2019, 157-160.
  • F. Previlon, C. Kalra, D. Tiwari, D. Kaeli, “Characterizing and Exploiting Soft Error Vulnerability Phase Behavior in GPU Applications,” IEEE Transactions on Dependable and Secure Computing, 2020.
  • Z.H. Liang, Y. Fei, D. Kaeli, “Exploiting Bank Conflict based Side-channel Timing Leakage of GPUs,” 16(4), 2019, 1-24.
  • Y. Sun, T. Baruah, S. A. Mojumder, S. Dong, X. Gong, S. Treadway, Y. Bao, S. Hance, C. McCardwell, V. Zhao, H. Barclay, A.K. Ziabari, Z. Chen, R. Ubal, J.L. Abellán, J. Kim, A. Joshi, D. Kaeli, MGPUSim: Enabling Multi-GPU Performance Modeling and Optimization, Proceedings of the 46th International Symposium on Computer Architecture (ISCA ‘19), ACM, New York, NY, USA, 2019, 197-209

Faculty

Apr 16, 2021

Silevitch to Direct New AI Jumpstart Program

ECE Professor Michael Silevitch will lead a new Massachusetts program, AI Jump Start, to connect small business owners in the state with academic faculty experts to learn how machine learning can grow their companies. Northeastern received a $2.2 million state grant that will be used primarily for high-speed computer equipment and also to provide for faculty consultants, both of which will be available to selected companies to get the pilot effort up and running. Northeastern kicked in an additional $2 million, raising the program’s total value to more than $4 million.

Malith Jayaweera

PhD

Mar 03, 2021

ECE PhD Student Wins 1st Place at CGO 2021

Computer Engineering PhD student Malith Jayaweera won First Place in the student research competition at the International Symposium on Code Generation and Optimization (CGO) 2021 for his research on “Data vs Instructions: Runtime Code Generation for Convolutions”.

David Kaeli, Yanzhi Wang, Xue Lin, and Devesh Tiwari

Faculty

Sep 16, 2020

Using a Heterogeneous Multi-GPU Cluster to Support Exploration at Scale

ECE Professor David Kaeli and Assistant Professors Yanzhi Wang, Xue Lin, and Devesh Tiwari were awarded a $570K NSF grant for the “Acquisition of a Heterogeneous Multi-GPU Cluster to Support Exploration at Scale.”

David Kaeli

Faculty

Apr 22, 2020

David Kaeli to Serve as Editor-in-Chief of ACM Transactions on Architecture and Code Optimization

ECE Professor David Kaeli has been appointed to serve as Editor-in-Chief of ACM Transactions on Architecture and Code Optimization.

Jacqueline Griffin, David Kaeli, Ozlem Ergun, Stacy Marsella & Casper Harteveld

Faculty

Apr 17, 2020

Researchers Receive $100K NSF RAPID Grant for Drug Supply Chain Shortages

MIE Assistant Professor Jacqueline Griffin, ECE Professor David Kaeli, MIE Professor Ozlem Ergun, and affiliate faculty Stacy Marsella & Casper Harteveld were awarded a $100K NSF RAPID grant for “Rapid Monitoring and Assessment of Critical Pharmaceutical Supply Chains.” The work will be done in collaboration with the Department of Pharmacy at MGH and OrbitalRx.

photo of Akram Alshawabkeh outside

Faculty

Mar 23, 2020

PROTECT Research Center: Continuing a Bold Mission for Environmental Health

This week, the PROTECT multidisciplinary and multi-institutional research center, led by Akram Alshawabkeh, Director of PROTECT, and Snell Professor of Engineering and Senior Associate Dean for Research and Graduate Education, was awarded a five-year $10.7 million grant from the National Institutes of Health to continue and expand its work. This next phase of PROTECT research will include the study of an additional 1,000 pregnant women and look at a mixture of chemicals beyond the initial two suspect chemical classes.

student working at Toyota Research Institute manning a table at a fair

Spotlight Story

Nov 20, 2019

Thinking Out of the Box at Toyota Research Institute

When Amanda Zhu graduated from Northeastern University in May of 2018 with a Master of Science degree in Computer Engineering, she only had to wait a month before she started working at the Toyota Research Institute in Cambridge, Massachusetts. Originating from China, Zhu graduated from the University of New Haven with a bachelor’s degree in […]

Faculty

Oct 24, 2019

Yifan Sun and NUCAR Research Lab featured in HiPEAC News

Computer Engineering PhD student Yifan Sun and the NUCAR Research Lab were featured in the latest edition of the European Network on High Performance and Embedded Architecture and Compilation (HiPEAC) News.

Faculty

Apr 05, 2019

Congratulations RISE:2019 Winners

Congratulations to our engineering students who won awards at the RISE:2019 Research, Innovation and Scholarship Expo!

Students

Oct 25, 2018

ECE Student Awarded Patent

ECE PhD student Yifan Sun has been awarded a US patent while completing his co-op at EMC. This patent is only 1 of 5 patent applications that have been submitted by EMC, listing Yifan as a co-inventor.  Yifan Sun is a member of the Northeastern University Computer Architecture Laboratory. Abstract Source: USPTO A method implemented […]

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