PaperMetrixEvidence-aware discovery
EN
Interface language English EN العربية AR Türkçe TR
Create account
Researcher profile

Chengliang Zhang

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. MArk: Exploiting Cloud Services for Cost-Effective, SLO-Aware Machine Learning Inference Serving.

    2019 · Rare & Special e-Zone (The Hong Kong University of Science and Technology)

    The advances of Machine Learning (ML) have sparked a growing demand of ML-as-a-Service: developers train ML models and publish them in the cloud as online services to provide low-latency inference at scale. The key challenge …

  2. BatchCrypt: Efficient homomorphic encryption for cross-silo federated learning

    2020 · Rare & Special e-Zone (The Hong Kong University of Science and Technology)

    Cross-silo federated learning (FL) enables organizations (e.g., financial or medical) to collaboratively train a machine learning model by aggregating local gradient updates from each client without sharing privacy-sensitive data. To ensure no update is revealed …