October 2025
NSF/DoD workforce development grant awarded for the SMILE project (Scalable and Interactive Training Module Delivery Framework for Semiconductor Manufacturing Education).
June 2025
Ph.D. student Ismet Dagli successfully defended his dissertation. Ryan Marsala completed his M.S. thesis. Congratulations!
April 2025
Our paper on holistic resource management for edge cloud systems (HARNESS) is accepted to appear in ICS’25.
November 2024
Our paper on memory contention-based covert channel attacks (MC3) is accepted to appear in DATE’25.
June 2024
NSF-SaTC grant awarded for research on shared memory related security challenges in mobile computing platforms.
May 2024
Ph.D. student Ismet Dagli selected for MLCommons ML and Systems Rising Stars 2024.
March 2024
Our paper won the Outstanding paper in the Autonomous Systems Design Iniative at DATE’24.
December 2023
Our paper is accepted to appear in DATE’24. The paper proposes multi network and multi accelerator object detection for aerial drones.
November 2023
Our paper is accepted to appear in PPoPP’24. The paper proposes to increase throughput of concurrently running DNNs on resource-limited SoCs.
February 2023
Google Coral.ai equipment donation. Thanks Google!
October 2022
Ph.D. student Ismet Dagli has won the third place in MICRO’22 SRC (student research competition).
July 2022
Our paper is accepted to appear in PACT’22. The paper proposes an approach to optimize regular expressions via rewrite-guided synthesis.
February 2022
Our paper is accepted to appear in DAC’22. The paper proposes an energy-aware neural network inference execution scheme on multi-accelerator heterogeneous SoCs.
January 2022
One of our posters has won the Best Research Poster in CMAPP (Computing-Mines Affiliates Partnership Program). Our another group poster has won Best Runner-Up Research Poster Award.
November 2021
Our paper is accepted to appear in RSDHA’21 . The paper analyzes the energy and performance characteristics of execution of neural network layers on different type of accelerators.
July 2021
Our paper is accepted to appear in MICRO’21. The paper builds a shared memory contention slowdown model for diversely heterogeneous SoCs.
Sept 2020
Xilinx equipment and license donation. Thanks Xilinx!
Jul 2020
Our paper is accepted to appear in PACT’20. The paper is authored by my former mentee, Mohammad Monil, and develops a smart dial for energy/performance tradeoff for diversely heterogeneous systems.