Zinuo Cai
Scholar

Zinuo Cai

Google Scholar ID: VfJwNnoAAAAJ
Shanghai Jiao Tong University
Machine LearningComputer SystemServerless Computing
Citations & Impact
All-time
Citations
128
 
H-index
7
 
i10-index
4
 
Publications
19
 
Co-authors
2
list available
Resume (English only)
Academic Achievements
  • - 1 paper accepted by TC (CCF-A)!
  • - 1 paper accepted by TACO (CCF-A)!
  • - 1 paper accepted by TPDS (CCF-A)!
  • - 1 paper accepted by DAC 2025 (CCF-A)!
  • - 1 paper accepted by JSAC (CCF-A)!
  • Notable papers include:
  • - Ephemera: Accelerating I/O-Intensive Serverless Workloads with a Harvested In-memory File System. ACM Transactions on Architecture and Code Optimization. 2025. (CCF-A, co-first author)
  • - SMORE: Enhancing GPU Utilization in Deep Learning Clusters by Serverless-based Co-location Scheduling. IEEE Transactions on Parallel and Distributed Systems. 2025. (CCF-A, co-first author)
  • - AARC: Automated Affinity-aware Resource Configuration for Serverless Workflows. Design Automation Conference. 2025. (CCF-A, co-first author)
  • - FasDL: An Efficient Serverless-Based Training Architecture with Communication Optimization and Resource Configuration. IEEE Transactions on Computers. 2024. (CCF-A, co-first author)
  • - SMSS: Stateful Model Serving in Metaverse With Serverless Computing and GPU Sharing. IEEE Journal on Selected Areas in Communications. 2023. (CCF-A)
Research Experience
  • No specific work experience or position information provided
Education
  • - [2017/9-2021/6] Bachelor's Degree, School of Software, School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University
  • - [2021/9-] PhD Candidate, School of Computer Science, Shanghai Jiao Tong University
Background
  • Research Interests: Serverless Computing, Large Model Inference Optimization, Quantum Computing; Field: Computer Science and Technology; Brief Introduction: PhD student at the School of Computer Science, Shanghai Jiao Tong University, affiliated with the Cloud Intelligence Fusion Team.
Miscellany
  • Homepage: https://skylerhallinan.com/
  • Contact: kingczn1314[@]sjtu[DOT]edu[DOT]cn
  • Other Platforms: Github, Google Scholar, Orcid