news

Full news ordered in reverse chronological order.

Mar 23, 2024 Very honored to announce that my paper entitled, “QoS-Aware Edge AI Placement and Scheduling with Multiple Implementations in FaaS-based Edge Computing” has been recently accepted to appear in the Future Generation Computer Systems as part of the journal’s special issue on “Serverless Computing in the Cloud-to-Edge Continuum”. This paper poses the problem of deploying AI models at the edge and then scheduling requests for them in a QoS-aware manner. The use of federated learning to predict incoming requests is also applied.
Feb 17, 2024 I will be serving as a member of the TPC for the 2024 IEEE International Conference on Edge Computing & Communications (EDGE) conference, as part of the IEEE World Congress on SERVICES. Submit any relevant papers (specifically on edge computing, edge AI, edge-to-cloud solutions, etc.) to this conference.
Feb 13, 2024 I am thrilled to serve as a member of the TPC for the 2024 IEEE International Conference on Computer Communications and Networks (ICCCN) conference. Please submit any relevant papers to this venue.
Jan 22, 2024 Happy to be joining the TPC for the 2024 IEEE Mobile Ad-Hoc and Smart Systems (MASS) conference.
Jan 12, 2024 I will be serving as the web chair for the 2024 IEEE e-Science conference.
Nov 29, 2023 I am excited to announce that I will, once again, serve as a TPC member for the IEEE PerCom 2024 Work-In-Progress (WIP) session.
Oct 30, 2023 Paper entitled, “Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision”, accepted for publication through the 2023 IEEE/ACM International Conference on Big Data Computing, Applications and Technologies conference.
Oct 8, 2023 A paper investigating multi-hop reasoning capabilities of Large Language Models has been accepted for publication through the 2023 BlackBoxNLP workshop. A preprint of the paper is available here.
Sep 28, 2023 I will be giving a talk on federated learning on the Globus Compute platform on October 13th, 2023 as part of the Rural AI Workshop on Serverless Federated Learning for Remote Internet-of-Things Applications (click here to learn how to attend).
Aug 26, 2023 A paper exploring the adversarial prediction in federated learning processes has been accepted for publication in the 2023 IEEE World Forum of Internet-of-Things (WF-IoT) conference. It is also available on arXiv.
Aug 2, 2023 I am excited to, once again, serve as a TPC member for the 2023 IEEE DCOSS-IoT conference.
Mar 16, 2023 Work-in-Progress (WiP) paper won the Best Paper Award for the WiP session at the 2023 IEEE PerCom conference.
Feb 27, 2023 I am thrilled to once again be serving as a TPC member for the 2023 IEEE SECON conference.
Jan 11, 2023 I will be serving as a TPC member for the 2023 IEEE EDGE conference.
Jan 5, 2023 Short paper on balancing trade-offs in federated learning has been accepted for the Work-in-Progress session of the 2023 IEEE PerCom Conference in Atlanta, GA.
Nov 1, 2022 I will be attending the 2022 ACM/IEEE Supercomputing Conference in Dallas Texas.
Sep 26, 2022 I will be serving as a TPC member for the 2023 IEEE DCOSS-IoT conference.
Sep 1, 2022 I will serve as a TPC member for the 2023 IEEE PerCom Work-In-Progress (WIP) session.
Aug 4, 2022 I will be attending Department of Energy Advanced Research Directions on AI for Science and Security (AI4SES) summer workshop series from August 16-18.
May 25, 2022 I was selected to serve as a TPC member for the 2022 IEEE SECON conference.
Apr 13, 2022 I successfully defended my doctoral dissertation entitled, “Smart Decision-Making via Edge Intelligence for Smart Cities”.
Apr 11, 2022 My paper entitled, “Smart Edge-Enabled Traffic Light Control: Improving Reward-Communication Trade-Off with Federated Reinforcement Learning,” has been accepted for publication through the main conference track of IEEE SMARTCOMP 2022.
Mar 16, 2022 Diverse Issues in Higher Education - Rising Scholar
Nov 15, 2021 My paper on joint compression and offloading decisions in edge computing systems has been accepted for publication through IEEE DySPAN 2021 conference.
Aug 15, 2021 I will be attending the CENTRA 2021 meeting in Porto, Portugal from September 14 - September 17 to present some of my research under Dr. Khamfroush in a joint talk.