I am a postdoc researcher working with Prof. Pan Hui at the Department of Computer Science, University of Helsinki, and SyMLab in HKUST.
In May 2020, I got my Ph.D. from University of Helsinki supervised by Prof. Jussi Kangasharju in Collaborative Networking Lab.
My research focuses on mobile edge computing and communication systems, connected vehicles and edge AI.
The key motivation is the heavy demand for computational and networking resources on the edge of the network.

Projects

Publications (Google Scholar)

TITS20 Decentralized Reinforcement Learning at the Edge for Traffic Light Control download
Pengyuan Zhou, Xianfu Chen, Zhi Liu, Tristan Braud, Pan Hui and Jussi Kangasharju
In IEEE Transactions on Intelligent Transportation Systems (accepted), 2020.
TVT20 Edge-facilitated Augmented Vision in Vehicle-to-Everything Networks download
Pengyuan Zhou, Tristan Braud, Aleksandr Zavodovski, Zhi Liu, Xianfu Chen, Pan Hui and Jussi Kangasharju
In IEEE Transactions on Vehicular Technology, 2020.
PERCOM20 Multipath Computation Offloading for Mobile Augmented Reality download code
Tristan Braud, Pengyuan Zhou, Jussi Kangasharju and Pan Hui
In IEEE International Conference on Pervasive Computing and Communications, 2020 (acceptance rate 14.2%).
ICC20 Bricklayer: Resource Composition on the Spot Market download
Walter Wong; Lorenzo Corneo; Aleksandr Zavodovski; Pengyuan Zhou; Nitinder Mohan; Jussi Kangasharju
In IEEE International Conference on Communications, 2020.
ICDCS19 DeCloud: Truthful Decentralized Double Auction for Edge Clouds download
Aleksandr Zavodovski, Suzan Bayhan, Nitinder Mohan, Pengyuan Zhou, Walter Wong, Jussi Kangasharju
In IEEE International Conference on Distributed Computing Systems, 2019.
ICIN19 Enhanced Augmented Reality Applications in Vehicle to Edge Networks download
Pengyuan Zhou, Wenxiao Zhang, Tristan Braud, Pan Hui and Jussi Kangasharju
In 22nd Conference on Innovations in Cloud, Internet and Networks, 2019.
SmartEdge19 ERL: Edge Based Reinforcement Learning for Optimized Urban Traffic Light Control download
Pengyuan Zhou, Tristan Braud, Ahmad Alhilal, Pan Hui and Jussi Kangasharju
In IEEE International Workshop on Smart Edge Computing and Networking (PERCOM), 2019.
MECC19 Container deployment strategy for edge networking download
Walter Wong, Aleksandr Zavodovski, Pengyuan Zhou, Jussi Kangasharju
In ACM 4th Workshop on Middleware for Edge Clouds & Cloudlets (Middleware), 2019.
MECOMM18 ARVE: Augmented Reality Applications in Vehicle to Edge Networks download
Pengyuan Zhou, Wenxiao Zhang, Tristan Braud, Pan Hui and Jussi Kangasharju
In ACM Workshop on Mobile Edge Communications (SIGCOMM), 2018.
MECOMM18 Anveshak: Placing edge servers in the wild download
Nitinder Mohan, Aleksandr Zavodovski, Pengyuan Zhou, Jussi Kangasharju
In ACM Workshop on Mobile Edge Communications (SIGCOMM), 2018.
MECOMM17 Managing Data in Computational Edge Clouds download
Nitinder Mohan, Pengyuan Zhou, Keerthana Govindaraj, and Jussi Kangasharju
In ACM Workshop on Mobile Edge Communications (SIGCOMM), 2017.
CAN16 Profiling and Grouping Users to Edge Resources According to User Interest Similarity download
Pengyuan Zhou, Jussi Kangasharju
In ACM Workshop on Cloud-Assisted Networking (CoNEXT), 2016.

Experience

Teaching