Within computer science, my research gravitates towards handling data in edge systems. My research sets the roadmaps across the hardware-software trade-offs for the next generation of edge systems. To effectively maneuver the constraints of edge systems, my research develops novel machine learning techniques and exploits hardware-software synergy.

^{[Overview of my PhD Research]}

Invited Talks

• University of Illinois Urbana-Champaign, Department of Computer Science
  “Harnessing the Power of Edge Systems in a Data-Driven World,” Urbana, IL, May 2023

• Johns Hopkins University, Whiting School of Engineering
  “Dealing with Data Deluge in Edge Systems,” Baltimore, MD, Mar. 2022

• Princeton University, Department of Electrical and Computer Engineering
  “Dealing with Data Deluge in Edge Systems,” Princeton, NJ, Mar. 2022

• University of Southern California (USC), Department of Electrical and Computer Engineering
  “Dealing with Data Deluge in Edge Systems,” Los Angeles, CA, Feb. 2022

• Pennsylvania State University, Department of Electrical Engineering and Computer Science
  “How to Deal with Heavy Computations in the Edge?,” University Park, PA, Feb. 2021

• Georgia Institute of Technology, Department of Computer Science
  “How to Deal with Heavy Computations in the Edge?,” Atlanta, GA, Feb. 2021

Undergraduate Research

I enjoyed working with our undergraduate students during my PhD. Our work has resulted in publications. Please see details below.
HPArch Undergraduate Research
^{[SysML’19] [FPL’19] [Summer’19] [Spring’20-1] [Spring’20-2]}

Service

Organization & Program Committee

• ISCA, Program Committee, 2023
• MICRO Artifact Evaluation, 2022
• ISCA ERC, 2022
• ASPLOS ERC, 2022
• Georgia Tech ArchiTECH, 2016

Reviewer

• IEEE Transactions on Services Computing
• IEEE IoT Journal
• IEEE/ACM Transactions on Networking
• IEEE Transactions on Vehicular Technology
• IEEE Journal on Emerging and Selected Topics in Circuits and Systems IEEE Access
• IEEE Micro
• ACM Transactions on Architecture and Code Optimization (TACO)

Submission Co-Chair

• MICRO Top Picks (IEEE/ACM), 2020
• MICRO-51 (IEEE/ACM), 2018

Judge

• Honeywell STEM Challenge at Georgia Tech, 2019 & 2020
• Georgia Tech President’s Undergraduate Research Awards (PURA), 2016, 2017, 2018, 2019 & 2020

Community

• Student Volunteer for PACT’20 (IEEE/ACM), 2020
• Student Chaperone for PhD Visit Days (Georgia Tech), 2015