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; and 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 Professor on the ECE faculty at Northeastern University, Boston, MA where he directs the Northeastern University Computer Architecture Research Laboratory (NUCAR), which is an AMD Strategic Academic Partner. 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 Fellow of the ACM. In 1996, he received the NSF CAREER Award. He is a member of the NIEHS-supported P42 PROTECT Center, the NSF CHEST IUCRC, and Northeastern’s Institute for Experiential Artificial Intelligence.

Education

  • PhD, Rutgers University, 1992.

Honors & Awards

  • 2022 Fellow, Association of Computing Machinery
  • 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; and 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

Students

May 23, 2022

Computer Engineering PhD Wins Best Poster at CF22

Computer engineering student Nicolas Agostini, PhD’23, advised by ECE Professor David Kaeli, won the best poster award at the 19th ACM International Conference on Computing Frontiers (CF22) for his poster on “SODA-OPT an MLIR based flow for co-design and high-level synthesis.”

Undergraduate

May 18, 2022

Announcing Summer 2022 PEAK Experiences Awardees

Several engineering students and science students mentored by COE faculty are recipients of Northeastern’s Summer 2022 PEAK Experiences Awards.

RISE logo

Students

Apr 19, 2022

Congratulations RISE: 2022 Winners

Congratulations to our engineering students who won awards at the RISE:2022 Research, Innovation and Scholarship Expo!

David Kaeli

Faculty

Jan 18, 2022

Kaeli Selected as ACM Fellow

ECE Professor David Kaeli was selected as an Association for Computing Machinery (ACM) Fellow for his contributions to computer architecture and compilers.

Faculty

Dec 23, 2021

COE Professors Selected in Stanford University List of Top 2% Scientists Worldwide

The following COE professors are among the top scientists worldwide selected by Stanford University representing the top 2 percent of the most-cited scientists with single-year impact in various disciplines. The selection is based on the top 100,000 by c-score (with and without self-citations) or a percentile rank of 2% or above. The list below includes […]

Undergraduate

Oct 12, 2021

Announcing Fall 2021 PEAK Experiences Awardees

Several engineering students and science students mentored by COE faculty are recipients of Northeastern’s Fall 2021 PEAK Experiences Awards. The PEAK Experiences Awards are a progressively structured sequence of opportunities designed to support learners as they continue climbing to new heights of achievement in undergraduate research and creative endeavor throughout their Northeastern journeys. ASCENT AWARDS […]

student works on wireless rack in data center

Faculty

Apr 16, 2021

Silevitch to Direct New AI Jumpstart Program

ECE Professor Michael Silevitch will lead a new Massachusetts program, AI Jumpstart, 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.

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