Dr. Jiayin Zhang

Research & Engineering

Dr. Jiayin Zhang (Jaan Zhang, 张嘉寅)

Portrait of Dr. Jiayin Zhang
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I am a Research Scientist at Bosch Corporate Research in Shanghai, where my primary focus is the advancement of vehicle electrical and electronic (E/E) architecture. My professional objective is to adapt and integrate robust, reliable technologies originally designed for large-scale datacenters into modern vehicular systems, to enhance network performance, bolster system security, and improve deep system observability.

Prior to my journey at Bosch, I served as an intern at VMware, specializing in large-scale data-center workload scheduling. I hold a Ph.D. in Control Science and Engineering from East China University of Science and Technology. My academic research concentrated on optimizing resource allocation, task offloading, and energy-efficient scheduling across distributed edge and cloud networks.

Research Interests

Experience

Selected Publications

View full list on Google Scholar

  1. Handling hierarchy in cloud data centers: A hyper-heuristic approach for resource contention and energy-aware virtual machine management

    Expert Systems with Applications, 2024

    DOI: 10.1016/j.eswa.2024.123528

  2. Cold-start-aware cloud-native parallel service function chain caching in edge-cloud network

    IEEE Internet of Things Journal, 2024

    DOI: 10.1109/JIOT.2024.3369620

  3. Elastic task offloading and resource allocation over hybrid cloud: A reinforcement learning approach

    IEEE Transactions on Network and Service Management, 2024

    DOI: 10.1109/TNSM.2023.3348124

  4. Cold-start aware cloud-native service function chain caching in resource-constrained edge: A reinforcement learning approach

    Computer Communications, 2022

    DOI: 10.1016/j.comcom.2022.09.004

Education

Awards