About

I am a third-year PhD student at the Computer Science Department of Carnegie Mellon University. My adivser is Professor Mahadev Satyanarayanan (Satya).

My current research interest is in intersection between edge computing, mobile computing and machine learning. See Elijah and Diamond for some projects I am involved in.

Before joining CMU, I researched big data systems with Professor Eric Lo (now at CUHK) at the Hong Kong Polytechnic University.

I was an early contributor to Peloton, a self-driving database being developed at CMU.

My colleague Junjue Wang and I maintain a reading blog on wearable cognitive assistance, mobile systems, distributed systems and computer vision.

CV

Selected Publications

See full list at Google Scholar.

Edge-based Discovery of Training Data for Machine Learning.
Ziqiang Feng, Shilpa George, Jan Harkes,
Padmanabhan Pillai, Roberta Klatzky, Mahadev Satyanarayanan.
ACM/IEEE Symposium on Edge Computing (SEC) 2018
paper | slides

Bandwidth-efficient Live Video Analytics for Drones via Edge Computing.
Junjue Wang, Ziqiang Feng, Zhuo Chen, Shilpa George, Mihir Bala, Padmanabhan Pillai,
Shao-Wen Yang, Mahadev Satyanarayanan.
SEC 2018
paper

EVA: An Efficient System for Exploratory Video Analysis (poster).
Ziqiang Feng, Junjue Wang, Jan Harkes, Padmanabhan Pillai, Mahadev Satyanarayanan.
SysML 2018.
abstract

ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout.
Ziqiang Feng, Eric Lo, Ben Kao, Wenjian Xu.
ACM SIG on Management of Data (SIGMOD) 2015.
paper | slides | code

Accelerating Aggregation using Intra-Cycle Parallelism.
Ziqiang Feng, Eric Lo.
IEEE International Conference on Data Engineering (ICDE) 2015.
paper | slides

Major Honors and Awards

ACM/IEEE SEC Student Travel Grant, 2018

Siemens FutureMakers Challenge @ CMU, First Place, 2018

Croucher Doctoral Scholarship 2017-2019

ACM SIGMOD Student Travel Grant, 2015

IEEE ICDE Student Travel Grant, 2015

Hong Kong Polytechnic University Undergraduate Academic Scholarship 2008-2013

Timeline

  • Summer 2018

    Interned at Microsoft Research Redmond Lab

  • September 2016

    Started grad school at CMU

Contact

zf at cs dot cmu dot edu