northeastern university seal
EXPLORE NORTHEASTERN

Waleed Meleis

Interim Associate Dean for Graduate Education,  Office of the Dean
Associate Professor,  Electrical and Computer Engineering
Affiliated Faculty,  Bioengineering

Contact

Social Media

Office

  • 404 Dana Research Center
  • 617.373.3023

Related Links

Research Focus

Combinatorial optimization, algorithm design and analysis, scheduling, machine learning, parallel computing.

About

Waleed Meleis received his BSE degree in Electrical Engineering from Princeton University in 1990, and the MS and PhD degrees in Computer Science and Engineering from the University of Michigan in 1992 and 1996. In 1996 he joined the Computer Engineering Group of the Department of Electrical and Computer Engineering at Northeastern University.

Professor Meleis’s research is on developing and evaluating algorithms and bounds for combinatorially difficult optimization problems. He has made contributions to the following areas:

  • Optimal scheduling and register allocation, with spill code, for multiple-issue processors
  • Microprocessor-aware scheduling algorithms for modern compilers
  • Algorithms for weighted-completion time scheduling
  • Design and analysis of tight lower bounds on schedule length
  • Backtracking acyclic schedulers
  • Parallel and scalable processing systems and programming toolsets.
  • Computational infrastructure for seamless, inter-site Grid computing
  • Applications of combinatorial optimization to switching, testing, and reconfigurable computing
  • Multiagent machine learning for distributed combinatorial optimization

Education

  • PhD, University of Michigan, 1996

Honors & Awards

  • COE Fostering Engineering Innovation in Education Award
  • Black Engineering Student Society Professor Appreciation Award
  • National Academy of Engineering’s Frontiers of Engineering Education Symposium
  • College of Engineering Outstanding Teacher Award
  • Martin W. Essigmann Outstanding Teaching Award
  • Eta Kappa Nu Professor of the Year Award

Research Overview

Combinatorial optimization, algorithm design and analysis, scheduling, machine learning, parallel computing.

Selected Publications

  • W. Li, F. Zhou, K. Chowdhury, W. Meleis, QTCP: Adaptive Congestion Control with Reinforcement Learning, IEEE Transactions on Network Science and Engineering, 2018, 1
  • W. Li, W. Meleis, Adaptive Adjacency Kanerva Coding for Memory-Constrained Reinforcement Learning, In International Conference on Machine Learning and Data Mining in Pattern Recognition (MLDM), Springer, New York, 2018
  • W. Li, F. Zhou, W. Meleis, K. Chowdhury, Dynamic Generalization Kanerva Coding in Reinforcement Learning for TCP Congestion Control Design, Proceedings of the 16th International Conference on Autonomous Agents and Multiagent Systems, Sao Paolo, Brazil, 2017
  • J. Radford, A. Pilny, A. Reichelmann, B. Keegan, B. Welles, J. Hoye, K. Ognyanova, W. Meleis, D. Lazer, Volunteer Science: An Online Laboratory for Experiments in Social Psychology, Social Psychology Quarterly, 79(4), 2016
  • L. Hayward, S. Ventura, M. Mahanna, W. Meleis, Inter-Professional Collaboration between Physical Therapy, Speech Language Pathology and Engineering Faculty and Students to Address Global Pediatric Rehabilitation Needs: A Case Report, Journal of Physical Therapy Education, 30(4), 2016
  • C. Wu, W. Li, W. Meleis, Rough Sets-Based Prototype Optimization in Kanerva-Based Function Approximation, IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2015
  • J. Radford, B. Keegan, J. Hoye, C. Karbeyaz, K. Ognyanova, B. Foucault Welles, W. Meleis, D. Lazer, Conducting Massively Open Online Social Experiments with Volunteer Science, International AAAII Conference on Web and Social Media, 2015

Faculty

Apr 29, 2019

Faculty and Staff Awards 2019

Congratulations to all the winners of the faculty and staff awards, and to everyone for their hard work and dedication during the 2018-2019 academic school year. See Full Photo Gallery Faculty Fellow Matthew Eckleman, CEE Yongmin Liu, MIE Outstanding Teacher of First Year Engineering Students Joseph Depasquale, Chemistry Brian O’Connell, FYE Sumi Seo, Mathematics Matthew […]

Faculty

Nov 08, 2017

Enabling Engineering Podcast Featuring ECE Professor Waleed Meleis

How do we design for the large part of the population with varying physical and cognitive abilities? In this What's New podcast, Waleed Meleis, associate professor of electrical and computer engineering, discusses the mission, innovations, and impact of the student-led club Enabling Engineering group, which designs and builds low-cost devices for those with physical and […]

Faculty

Jan 30, 2017

ECE Faculty Meet With Student Advisory Board

ECE Interim Chair Miriam Leeser, Associate Chair Waleed Meleis, and Associate Professor Purnima Ratilal-Makris met with undergraduate students in the ECE Student Advisory Board to discuss their experiences in the department. The Student Advisory Board is planning on meeting with the department regularly throughout the year. We look forward to continuing the conversation.

Undergraduate

Oct 24, 2016

Dialogue of Civilizations trip to Italy, Summer 2 2017

What do weather prediction, the stock market, and phone call routing have to do with Galileo, Newton, and Leonardo da Vinci?  Come to Italy to find out! Italy and the Scientific Revolutions Instructor: Prof. Waleed Meleis This Dialogue studies two revolutions in scientific thought: the Scientific Revolution of the 17th and 18th centuries and the […]

Jun 07, 2016

Advancing Teaching and Learning at Northeastern

Northeastern has awarded grants to two groups of faculty to promote Advancing Teaching and Learning at Northeastern.

May 02, 2016

Faculty and Staff Awards 2016

2016 Faculty and Staff Awards Congratulations to all the winners of the faculty and staff awards, and to everyone for their hard work and dedication during the 2015-2016 academic school year.          Faculty Fellow Kaushik Chowdhury, ECE Carol Livermore, MIE Marilyn Minus, MIE   Rising Star Staff Award Gabrielle Fiorenza, Co-op Nicole Nightingale, Dean’s Office […]

Student Groups

Mar 09, 2016

Giving Back During Spring Break

Enabling Engineering students spent their spring break in Ecuador showing kids with disabilities how to use devices they created which should help them. Source: News @ Northeastern A group of North­eastern engi­neering and phys­ical therapy stu­dents have spent months devel­oping four devices designed to help chil­dren with dis­abil­i­ties at an orphanage in Ecuador. On Sunday, […]

Undergraduate

Aug 26, 2015

Exploring the Evolution of Scientific Thought

ECE Associate Professor Waleed Meleis led a group of students to Italy as part of a Dialogue of Civilizations to explore the Scientific and Computational Revolution.

Jun 08, 2015

Helping the Blind to Navigate Intersections

Under the direction of Associate Professor Waleed Meleis, a group of ECE capstone students develped an app to help those visually impaired navigate intersections.

Apr 09, 2015

Helping Kids Communicate

The student group Enabling Engineering delivered two low-cost communication devices to disabled children in Ecuador during their spring break.

View All Related News