I am a Ph.D. student in Computer Science Dept. at College of William & Mary under the supervision of Prof. Xipeng Shen.

Interested Areas:
Program parallelization and optimization.
User-centric & App-aware Optimization for Mobile System.

I am in the job market for academic/research lab positions.
(If you know any openings, please forward them to me. Thanks!)

Parallelization of Inherently Sequential Programs

Parallel FSM Processing

Computations based on Finite State Machines (e.g., lexing, intrusion detection, pattern matching and decoding) are hard to parallelize due to strong dependences among states. In this work, we explore the inherent relations between speculation schemes and FSMs' properties. We develop a probabilistic model-based approach to maximizing the speculation benefits for parallel FSM execution.
[ASPLOS14]

Parallel HTML Parsing

In modern web browsers, HTML parser still runs sequentially. In this work, we target HTML5, design and prototype both a pipelined and a data parallel HTML5 parsers by addressing various complexities in HTML documents, such as informal grammar, auto-error correcting, embedded languages and dynamic inputs.
[TACO13 / HiPEAC14]

Program Behavior Prediction

Function Call Sequence Prediction

Function call sequence is a sequence of functions that are invoked during program execution. Enabling function call sequence prediction can directly benefit method prefetching and JIT compilation. In this work, we introduce a new program representation to make this prediction accurate and lightweight.
[OOPSLA14]

Mobile App Responsiveness Optimization

Responsiveness Model of Moible Apps

The responsiveness of mobile apps is an important factor to users' satisfication. Existing work mainly use response delay reduction as the metric for responsiveness. In this project, we find that this metric does not faithfully reflect users' experience and could lead to wrong conclusions. To avoid this, we provide a new metric, called SatScore.
[Ubicomp14]

Moible App Scheduling for Launch Responsiveness

Moible app scheduling plays a critical role on app launch responsiveness. In this work, we study the factors that potentially affect the effectiveness of app scheduling. With a systematical exploration, we find the current design of mobile app scheduler can be enhanced via several ways, which could substantially improve users' experience.
[In Submission]

"Remember, the brick walls are there for a reason. The brick walls are not there to keep us out. The brick walls are there to give us a chance to show how badly we want someting. Because the brick walls are there to stop the people who don't want it badly enough. They're there to stop the other people." - Randy Pausch

News

Aug 2014 OOPSLA14 accepts our paper on function call prediction

Apr 2014 Ubicomp14 accepts our paper on mobile app launch responsiveness study

Jan 2014 Dr. Hans Vandierendonck presented our work on parallel HTML parser at HiPEAC14

Nov 2013 HiPEAC14 invites us to present our work on parallel HTML parser

Nov 2013 TACO accepts our paper on parallel HTML parser

Nov 2013 ASPLOS14 accepts our paper on parallel DFA processing

Nov 2013 ASPLOS14 accepts our paper on JIT compilation order optimization

Nov 2012 PPoPP13 accepts our paper on GPU memory optimizations





Contacts

Office: Room 101C, McGlothlin-Street Hall

Mailing Address:
Computer Science Department
College of William & Mary
P.O. Box 8795 Williamsburg, VA 23187-8795

Email: zzhao [at] cs.wm.edu