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Cloud and Distributed Systems Lab
Cloud and Distributed Systems Lab
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Chengzhong Xu

Chengzhong Xu

2019 - Current

University of Macau

I am currently a Chair Professor in the Department of Computer and Information Science and serve as the Dean of the Faculty of Science and Technology at the University of Macau.

Interests
  • Artificial Intelligence
  • Cloud Computing

Latest

  • Hetis: Serving LLMs in Heterogeneous GPU Clusters with Fine-grained and Dynamic Parallelism
  • Embracing Imbalance: Dynamic Load Shifting among Microservice Containers in Shared Clusters
  • Grad: Intelligent Microservice Scaling by Harnessing Resource Fungibility
  • Multiplexing Dynamic Deep Learning Workloads with SLO-awareness in GPU Clusters
  • SMIless: Serving DAG-based Inference with Dynamic Invocations under Serverless Computing
  • Derm: SLA-aware Resource Management for Highly Dynamic Microservices
  • Optimizing Dynamic Data Center Provisioning through Speed Scaling: A Primal-Dual Perspective
  • Heet: Accelerating Elastic Training in Heterogeneous Deep Learning Clusters
  • Optimizing Resource Management for Shared Microservices: A Scalable System Design
  • Interference-aware Multiplexing for Deep Learning in GPU Clusters A Middleware Approach
  • Understanding and Optimizing Workloads for Unified Resource Management in Large Cloud Platforms
  • Erms: Efficient Resource Management for Shared Microservices with SLA Guarantees
  • The Power of Prediction Microservice Auto Scaling via Workload Learning
  • An In-Depth Study of Microservice Call Graph and Runtime Performance
  • Characterizing Microservice Dependency and Performance: Alibaba Trace Analysis

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