Zongshun Zhang

According to our database, Zongshun Zhang authored at least 11 papers between 2020 and 2026.

Collaborative distances:

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

2026

Praxium: Diagnosing Cloud Anomalies with AI-based Telemetry and Dependency Analysis.

Rohan Kumar, Jason Li, Zongshun Zhang, Syed Mohammad Qasim, Gianluca Stringhini, Ayse Kivilcim Coskun

CoRR, March, 2026

GenLie: A Global-Enhanced Lie Detection Network under Sparsity and Semantic Interference.

Zongshun Zhang, Yao Liu, Qiao Liu, Xuefeng Peng, Peiyuan Jiang, Jiaye Yang, Daibing Yao, Wei Lin

CoRR, March, 2026

2025

SERFLOW: A Cross-Service Cost Optimization Framework for SLO-Aware Dynamic ML Inference.

Zongshun Zhang, Ibrahim Matta

CoRR, October, 2025

Rethinking Inference Placement for Deep Learning across Edge and Cloud Platforms: A Multi-Objective Optimization Perspective and Future Directions.

Zongshun Zhang, Ibrahim Matta

CoRR, October, 2025

DRKF: Decoupled Representations with Knowledge Fusion for Multimodal Emotion Recognition.

Peiyuan Jiang, Yao Liu, Qiao Liu, Zongshun Zhang, Jiaye Yang, Lu Liu, Daibing Yao

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

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