Binqi Sun
MW2102a
Boltzmannstraße 15
85748 Garching b. München
I am a Ph.D. student at the Chair of Cyber Physical Systems in Production Engineering, Technical University of Munich (TUM), advised by Marco Caccamo. I am also a visiting researcher with Tarek Abdelzaher at the Department of Computer Science, University of Illinois Urbana-Champaign (UIUC). Before I started my Ph.D., I obtained my master’s degree from the Department of Automation, Tsinghua University, advised by Ling Wang.
My research interests include optimization, scheduling, and machine learning. My Ph.D. research focuses on the intersection of real-time (RT) systems and machine learning (ML). Related research topics include real-time deep neural network inference (RT for ML) and machine learning based real-time system design (ML for RT). My previous research is related to combinatorial optimization and smart manufacturing.
Please feel free to send me an email if you are interested in my research and want to discuss relevant research topics or potential collaborations.
news
| Jun 14, 2024 | Our paper: Minimizing cache usage with fixed-priority and earliest deadline first scheduling is accepted for publication in Real-Time Systems. |
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| Feb 27, 2024 | I will present our paper: Partitioned Scheduling and Parallelism Assignment for Real-Time DNN Inference Tasks on Multi-TPU in DAC 2024, San Francisco, USA. |
| Jan 21, 2024 | I will present our paper: Strict Partitioning for Sporadic Rigid Gang Tasks in RTAS 2024, Hong Kong, China. |
| Dec 24, 2023 | Our paper: Edge Generation Scheduling for DAG Tasks using Deep Reinforcement Learning is accepted as a regular paper in an upcoming issue of the IEEE Transactions on Computers. |
| Sep 20, 2023 | I will present our paper: Co-Optimizing Cache Partitioning and Multi-Core Task Scheduling: Exploit Cache Sensitivity or Not? in RTSS 2023, Taipei. |
| Jun 9, 2023 | Our paper: Minimizing Cache Usage for Real-time Systems got the Best Paper Award in RTNS 2023. |
| Apr 27, 2023 | I will attend the 2023 ACM Europe Summer School on “HPC Computer Architectures for AI and Dedicated Applications” in Barcelona, Spain. |
| Apr 5, 2023 | I will present our paper: Minimizing Cache Usage for Real-time Systems in RTNS 2023, Dortmund, Germany. |
| Mar 30, 2023 | I will present our paper: Schedulability Analysis of Non-preemptive Sporadic Gang Tasks on Hardware Accelerators in RTAS 2023, San Antonio, USA. |