CV
Education
- B.S. in Computer Science, Peking University, Sept. 2017 – July. 2021(Expected)
- Exchange Program, University of British Columbia, Sept. 2019 – Dec. 2019
Honors and Awards
National Scholarship (Sept. 2020, Top 1% overall in School); Li Wai Wing Scholarship (Sep. 2018, Top 10% Overall in School); DTZ Scholarship (Sept. 2019, Top 5% Overall in School); Outstanding Student Award (Sept. 2020, Sept. 2019, Sept. 2019);
Publications
- Peiqing Chen, Dong Chen, Lingxiao Zheng, Jizhou Li, Tong Yang. Out of ManyWe are One: Measuring Item Batch with Clock-Sketch. ACM SIGMOD 2021
Work experience
- Department of Computer Science, University of Chicago, Research Intern for Prof. Junchen Jiang, June 2020 – Present
- Better telemetry for network What-if analysis
- Study a wide range of network emulators and find that their prediction accuracy can be improved by a more accurate L-4 network telemetry system
- Deploy CM-sketch on programmable switches to measure network data stream
- Propose a tighter error bound of CM-sketch using real-time traffic pattern and give a more accurate telemetry
- Better telemetry for network What-if analysis
- Network and Big Data Group, Peking University, Research Intern for Prof. Tong Yang, Feb. 2019 – Now
- Out of Many We are One: Measuring Item Batch with Clock-sketch Pose Guided Person Image Synthesis
- Generalize a data stream pattern Item Batch, which means a batch of items with same ID in a data stream
- Measuring data stream by item batches is useful in cache prefetching, burst detection and APT analysis
- Design Clock-sketch algorithm to measure activeness, cardinality, time span and size of item batches
- Sliding Hardware Estimator: A Generic Framework for Measurements over Sliding Windows
- Introduce a framework which can evolve several static window measurement algorithms into sliding window scenarios in network measurement. The algorithms include Bitmap, HyperLogLog, Bloom Filter, etc.
- Implement our sliding window algorithm on programmable switches to conduct real network measurement
- Out of Many We are One: Measuring Item Batch with Clock-sketch Pose Guided Person Image Synthesis
Teaching
Service and leadership
- Forum for American-Chinese Exchange at Stanford University, Organizer, Mar 2019 – Dec 2019