Zongshun Zhang

According to our database, Zongshun Zhang authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

PraxiPaaS: A Decomposable Machine Learning System for Efficient Container Package Discovery.

Zongshun Zhang, Rohan Kumar, Jason Li, Lisa Korver, Anthony Byrne, Gianluca Stringhini, Ibrahim Matta, Ayse K. Coskun

Proceedings of the IEEE International Conference on Cloud Engineering, 2024

2023

Privacy and Efficiency of Communications in Federated Split Learning.

Zongshun Zhang, Andrea Pinto, Valeria Turina, Flavio Esposito, Ibrahim Matta

IEEE Trans. Big Data, October, 2023

2021

LIBRA: An Economical Hybrid Approach for Cloud Applications with Strict SLAs.

Ali Raza, Zongshun Zhang, Nabeel Akhtar, Vatche Isahagian, Ibrahim Matta

Proceedings of the IEEE International Conference on Cloud Engineering, 2021

Federated or Split? A Performance and Privacy Analysis of Hybrid Split and Federated Learning Architectures.

Valeria Turina, Zongshun Zhang, Flavio Esposito, Ibrahim Matta

Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2020

Anomaly detection for NILM task with Apache Flink.

Zongshun Zhang, Ethan Timoteo Go

Proceedings of the 14th ACM International Conference on Distributed and Event-based Systems, 2020

Combining split and federated architectures for efficiency and privacy in deep learning.

Valeria Turina, Zongshun Zhang, Flavio Esposito, Ibrahim Matta

Proceedings of the CoNEXT '20: The 16th International Conference on emerging Networking EXperiments and Technologies, 2020