胡春明｜北京航空航天大学｜学者主页

2026

AeroFlow:Accelerating Serverless Workflows through Serialization-Free WebAssembly Execution

Wang Xiong, Zhida Jiang, Zhuocheng Ge, Xi Wang, Chuan Wen Luo, Tianyu Wo, Chunming Hu, Renyu Yang

Proceedings of the International Conference on Parallel Processing

DOI

2026

DeepShare: Assurance-Driven Deep Learning Job Scheduling for Multi-Tenant Clusters

Jinghao Wang, Yihang Zhou, Xiao Zhou, Xinlei Zheng, Xiaoyang Sun, Tianyu Wo, Chunming Hu, Renyu Yang

Proceedings

DOI

2026

HyLink: Harnessing PCIe and Dedicated Interconnects for Efficient Collective Communication

Yuezheng Liu, Menghao Zhang, Xiao-Rui Song, Juner Shen, Chunming Hu, Xudong Liu

Asia-Pacific Workshop on Networking (APNet)

DOI

2026

Maestro: Workload-Aware Cross-Cluster Scheduling for LLM-based Multi-Agent Systems

Jinghao Wang, Xiao Zhou, Xiaoyang Sun, Yihui Zhang, Yilong Li, Tianyu Wo, Xu Wang, Chunming Hu, Renyu Yang

IEEE International Conference on Distributed Computing Systems (ICDCS)

DOI

2026

Collective Communication for Distributed LLM Systems: Planning, Runtime Adaptation, and Computation Coordination

Xiao-Rui Song, Menghao Zhang, Yuezheng Liu, Jinyi Xia, Shucan Yang, Xiaohe Hu, Chunming Hu, Ming Xu

IEEE Network

DOI

2026

THEMIS: Addressing Congestion-Induced Unfairness in Long-Haul RDMA Networks

Menghao Zhang, Zihan Niu, Jue Zhang, Dongyang Wang, Renjie Xie, Yuan Yang, Ming Xu, Chunming Hu

IEEE Transactions on Networking

DOI

2025

C auchy : A Cost-Efficient LLM Serving System through Adaptive Heterogeneous Deployment

Yihui Zhang, han Shen, Renyu Yang, Di Tian, Yuxi Luo, Menghao Zhang, Li Li, Chunming Hu, Tianyu Wo, Chengru Song, Jin Ouyang

ACM Symposium on Cloud Computing (SoCC)

DOI

2025

C uckoo : Deadline-Aware Job Packing on Heterogeneous GPUs for DL Model Training

Yuzheng Zhang, Renyu Yang, Junhong Liu, Weihan Jiang, Tianyu Ye, Yiqiao Liao, Penghao Zhang, Tiezi Zhang, Kun Shang, Tianyu Wo, Chunming Hu, Chengru Song, Jin Ouyang

ACM Symposium on Cloud Computing (SoCC)

DOI

2025

KAIOPS: A Platform Solution of End-to-End Multi-Modal AIOps for AI Training at Scale

Zeying Wang, Junhong Liu, Penghao Zhang, Xiaoyang Sun, Xu Wang, Tianyu Wo, Chunming Hu, Chengru Song, Jin Ouyang, Renyu Yang

IEEE/ACM International Conference on Automated Software Engineering (ASE)

DOI

2025

Kair: A Statistical and Causal Approach to Pinpointing Stragglers in Distributed Model Training

Yitang Yang, Junhong Liu, Jiapeng Chen, Xiaoyang Sun, Tianyu Wo, Chunming Hu, Chengru Song, Jin Ouyang, Renyu Yang

IEEE/ACM International Conference on Automated Software Engineering (ASE)

DOI

2025

Astraea: Enforcing DPU Performance Isolation in Public Clouds

Qiyang Peng, Menghao Zhang, F. Wang, Guanyu Li, Chunming Hu

DOI

2024

Den-ML: Multi-source cross-lingual transfer via denoising mutual learning

Ling Ge, Chunming Hu, Guanghui Ma, Hong Zhang, Jihong Liu

Information Processing & Management，Vol. 61, No. 6

DOI

2024

DSMM: A dual stance-aware multi-task model for rumour veracity on social networks

Guanghui Ma, Chunming Hu, Ling Ge, Hong Zhang

Information Processing & Management，Vol. 61, No. 1

DOI

2024

Kale: Elastic GPU Scheduling for Online DL Model Training

Ziyang Liu, Renyu Yang, Jin Ouyang, Weihan Jiang, Tianyu Ye, Menghao Zhang, Sui Huang, Jiaming Huang, Chengru Song, Di Zhang, Tianyu Wo, Chunming Hu

ACM Symposium on Cloud Computing (SoCC)

DOI

2022

QoS-Aware Co-Scheduling for Distributed Long-Running Applications on Shared Clusters

Jianyong Zhu, Renyu Yang, Xiaoyang Sun, Tianyu Wo, Chunming Hu, Hao Ming Peng, Junqing Xiao, Albert Y. Zomaya, Jie Xu

IEEE Transactions on Parallel and Distributed Systems

DOI

2021

ScaleReactor: A graceful performance isolation agent with interference detection and investigation for container‐based scale‐out workloads

Jianyong Zhu, Chunming Hu, Tianyu Wo, Xiaoqiang Yu

Concurrency and Computation Practice and Experience

DOI

2021

Perph: A Workload Co-location Agent with Online Performance Prediction and Resource Inference

Jianyong Zhu, Renyu Yang, Chunming Hu, Tianyu Wo, Shiqing Xue, Jin Ouyang, Jie Xu

IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid)

DOI

2020

Performance-Aware Speculative Resource Oversubscription for Large-Scale Clusters

Renyu Yang, Chunming Hu, Xiaoyang Sun, Peter Garraghan, Tianyu Wo, Zhenyu Wen, Hao Ming Peng, Jie Xu, Chao Li

IEEE Transactions on Parallel and Distributed Systems

DOI

2020

Discovering Graph Functional Dependencies

Wenfei Fan, Chunming Hu, Xueli Liu, Ping Lü

ACM Transactions on Database Systems

DOI

2019

Dynamic scaling for parallel graph computations

Wenfei Fan, Chunming Hu, Muyang Liu, Ping Lü, Qiang Yin, Jingren Zhou

Proceedings of the VLDB Endowment

DOI

2019

Perphon

Jianyong Zhu, Renyu Yang, Chunming Hu, Tianyu Wo, Shiqing Xue, Jin Ouyang, Jie Xu

ACM Symposium on Cloud Computing (SoCC)

DOI

2019

Shaready: A Resource-IsolatedWorkload Co-Location System

Shiqing Xue, Chunming Hu, Jianyong Zhu, Renyu Yang

IEEE International Conference on Service-Oriented System Engineering (SOSE)

DOI

2018

Discovering Graph Functional Dependencies

Wenfei Fan, Chunming Hu, Xueli Liu, Ping Lü

Proceedings - ACM-SIGMOD International Conference on Management of Data

DOI

2018

HCFS2: A File Storage Service with Weak Consistency in the Hybrid Cloud

Jie Sun, Chunming Hu, Tianyu Wo, Lele Du, Yang Song

IEEE Symposium on Service-Oriented System Engineering (SOSE)

DOI

2017

Cider: a Rapid Docker Container Deployment System through Sharing Network Storage

Lian Du, Tianyu Wo, Renyu Yang, Chunming Hu

IEEE International Conference on High Performance Computing and Communications; IEEE International Conference on Smart City; IEEE International Conference on Data Science and Systems (HPCC/SmartCity/DSS)

DOI

2017

Evolution of Cloud Operating System: From Technology to Ecosystem

Zuoning Chen, Kang Chen, Jinlei Jiang, Lufei Zhang, Song Wu, Zhengwei Qi, Chunming Hu, Yongwei Wu, Yuzhong Sun, Hong Tang, Aobing Sun, Zi-Lu Kang

Journal of Computer Science and Technology

DOI

2017

Eagle+: A fast incremental approach to automaton and table online updates for cloud services

Jianxin Li, Hao Ming Peng, Erica Yang, Chunming Hu, Shenghai Zhong, Lihong Wang

Future Generation Computer Systems

DOI

2017

Incremental Graph Computations

Wenfei Fan, Chunming Hu, Chao Tian

DOI

2017

Big Graph Analyses: From Queries to Dependencies and Association Rules

Wenfei Fan, Chunming Hu

Data Science and Engineering

DOI

2016

MultiLanes

Junbin Kang, Chunming Hu, Tianyu Wo, Ye Zhai, Benlong Zhang, Jinpeng Huai

ACM Transactions on Storage

DOI

2016

D^2PS: A Dependable Data Provisioning Service in Multi-tenant Cloud Environment

Renyu Yang, Tianyu Wo, Chunming Hu, Jie Xu, Mingming Zhang

Proceedings - IEEE International Symposium on High-Assurance Systems Engineering/Proceedings

DOI

2015

Extending Conditional Dependencies with Built-in Predicates

Shuai Ma, Liang Duan, Wenfei Fan, Chunming Hu, Wenguang Chen

IEEE Transactions on Knowledge and Data Engineering

DOI

2015

Big graph search: challenges and techniques

Shuai Ma, Jia Li, Chunming Hu, Xuelian Lin, Jinpeng Huai

Frontiers of Computer Science

DOI

2014

Improving utilization through dynamic VM resource allocation in hybrid cloud environment

Yuda Wang, Renyu Yang, Tianyu Wo, Wenbo Jiang, Chunming Hu

IEEE International Conference on Parallel and Distributed Systems (ICPADS)

DOI

2014

VMCSnap: Taking Snapshots of Virtual Machine Cluster with Memory Deduplication

Yumei Huang, Renyu Yang, Lei Cui, Tianyu Wo, Chunming Hu, Bo Li

IEEE International Symposium on Service-Oriented System Engineering (SOSE)

DOI

2013

Modeling the Performance of MapReduce under Resource Contentions and Task Failures

Xiaolong Cui, Xuelian Lin, Chunming Hu, Richong Zhang, Chengzhang Wang

IEEE International Conference on Cloud Computing Technology and Science

DOI

2013

VMScatter

Lei Cui, Jianxin Li, Bo Li, Jinpeng Huai, Chunming Hu, Tianyu Wo, Hussain Al-Aqrabi, Lu Liu

ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments (VEE)

DOI

2013

VMScatter

Lei Cui, Jianxin Li, Bo Li, Jinpeng Huai, Chunming Hu, Tianyu Wo, Hussain Al-Aqrabi, Lu Liu

ACM SIGPLAN Notices

DOI

2013

A Memory Deduplication Approach Based on Group in Virtualized Environments

Yan Deng, Chunming Hu, Tianyu Wo, Bo Li, Lei Cui

IEEE International Symposium on Service-Oriented System Engineering (SOSE)

DOI

2012

NeTrOS: A Virtual Computing Environment towards Instant Service of Network Software

Tianyu Wo, Chunming Hu, Jianxin Li, Jinpeng Huai

International Conference on Semantics, Knowledge and Grids (SKG)

DOI

2012

Radiata: Enabling Whole System Hot-mirroring via Continual State Replication

Chen Yang, Chunming Hu, Tianyu Wo

DOI

2012

Overbooking-Based Resource Allocation in Virtualized Data Center

Tianyu Wo, Qian Sun, Bo Hu Li, Chunming Hu

IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops (ISORCW)

DOI

2012

DVCE: The Virtual Computing Environment Supported by Distributed VM Images

Tianyu Wo, Hanwen Wang, Chunming Hu, Yabing Cui

IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops (ISORCW)

DOI

2012

A Virtual File System for Streaming Loading of Virtual Software on Windows NT

Yabing Cui, Chunming Hu, Tianyu Wo, Hanwen Wang

Lecture notes in computer science

DOI

2011

基于内存混合复制方式的虚拟机在线迁移机制

陈阳，怀进鹏，胡春明

《计算机学报》

2011

支持软件按需流式加载的预取机制

钟亮，胡春明，沃天宇，李建欣，康俊彬

《计算机研究与发展》

2011

基于VMM层系统调用分析的软件完整性验证

李博，李建欣，胡春明，沃天宇，怀进鹏

《计算机研究与发展》

2011

CyberGuarder: A virtualization security assurance architecture for green cloud computing

Jianxin Li, Bo Li, Tianyu Wo, Chunming Hu, Jinpeng Huai, Lu Liu, K.P. Lam

Future Generation Computer Systems

DOI

2011

VMDetector: A VMM-based Platform to Detect Hidden Process by Multi-view Comparison

Ying Wang, Chunming Hu, Bo Hu Li

Proceedings - IEEE International Symposium on High-Assurance Systems Engineering/Proceedings

DOI

2011

CREST: Towards Fast Speculation of Straggler Tasks in MapReduce

Lei Lei, Tianyu Wo, Chunming Hu

IEEE International Conference on e-Business Engineering (ICEBE)

DOI

2010

A VMM-Based System Call Interposition Framework for Program Monitoring

Bo Hu Li, Jianxin Li, Tianyu Wo, Chunming Hu, Zhong Wei Liang

IEEE International Conference on Parallel and Distributed Systems (ICPADS)

DOI

2010

A Prefetching Framework for the Streaming Loading of Virtual Software

Zhong Wei Liang, Junbin Kang, Chunming Hu, Tianyu Wo, Haibing Zheng, Bo Hu Li

IEEE International Conference on Parallel and Distributed Systems (ICPADS)

DOI

2010

A secure collaboration service for dynamic virtual organizations

Jianxin Li, Jinpeng Huai, Chunming Hu, Yanmin Zhu

Information Sciences

DOI

2008

一种基于ZeroConf协议的虚拟机资源发现与展示方法

张晔，胡春明

《电子学报》

2008

CROWN: A Service-Oriented Grid Middleware System: Experience and Applications

Jinpeng Huai, Chunming Hu, Tianyu Wo, Jianxin Li

IEEE International Symposium on Object and Component-Oriented Real-Time Distributed Computing (ISORC)

DOI

2008

A Novel Method for Discovering and Displaying Resources in Virtual Machines Based on ZeroConf Protocol

Chunming Hu

Dianzi xuebao

2008

A High Performance Grid Service Container Based on Self-adaptation

Zhong Zheng, Zhu Xiao-yang, Chunming Hu

Control & Automation

2007

一种基于松弛时间的服务网格资源能力预留机制

胡春明，怀进鹏，沃天宇

《计算机研究与发展》

2007

BBCLB: A Bulletin-Board based Cooperative Load Balance Strategy for Service Grid

Tianyu Wo, Liang Zhong, Chunming Hu, Jinpeng Huai

IEEE International Symposium on Cluster Computing and the Grid (CCGrid)

DOI

2007

ROST: Remote and hot service deployment with trustworthiness in CROWN Grid

Jinpeng Huai, Hailong Sun, Chunming Hu, Yanmin Zhu, Yunhao Liu, Jianxin Li

Future Generation Computer Systems

DOI

2007

PEACE-VO: A Secure Policy-Enabled Collaboration Framework for Virtual Organizations

Jianxin Li, Jinpeng Huai, Chunming Hu

Proceedings/Proceedings - Symposium on Reliable Distributed Systems

DOI

2007

CIVIC: a Hypervisor based Virtual Computing Environment

Jinpeng Huai, Li Qin, Chunming Hu

Proceedings - International Workshops on Parallel Processing

DOI

2007

S-Club: an overlay-based efficient service discovery mechanism in CROWN Grid

Chunming Hu, Yanmin Zhu, Jinpeng Huai, Yunhao Liu, Lionel Ming-shuan Ni

Knowledge and Information Systems

DOI

2007

Grid middleware in China

Yongwei Wu, Chunming Hu, Li Zha, Song Wu

International Journal of Web and Grid Services

DOI

2007

Design and implementation of an enhanced grid service container in the CROWN grid

Hailong Sun, Jinpeng Huai, Chunming Hu, Li Qin

International Journal of Web and Grid Services

DOI

2007

CROWN FlowEngine: A GPEL-Based Grid Workflow Engine

Jin Zeng, Zongxia Du, Chunming Hu, Jinpeng Huai

Lecture notes in computer science

DOI

2006

CROWN:面向服务的网格中间件系统与信任管理

怀进鹏，胡春明，李建欣，孙海龙，沃天宇

《中国科学:技术科学》

2006

CROWN-ST: A Security and Trustworthiness Architecture for CROWN

Li Qin, Jianxin Li, Jinpeng Huai, Xingang Liu, Chunming Hu

DOI

2006

CROWN: A service grid middleware with trust management mechanism

Jinpeng Huai, Chunming Hu, Jianxin Li, Hailong Sun, Tianyu Wo

Science in China Series F Information Sciences

DOI

2006

CROWN Node Server: An Enhanced Grid Service Container Based on GT4 WSRF Core

Hailong Sun, Wantao Liu, Tianyu Wo, Chunming Hu

DOI

2006

Flexible resource reservation using slack time for service grid

Chunming Hu, Jinpeng Huai, Tianyu Wo

International Conference on Parallel and Distributed Systems

DOI

2006

A QoS Negotiation Protocol for Grid Workflow

Yong Wang, Li Wang, Chunming Hu

International Conference on Grid and Cooperative Computing (GCC)

DOI

2005

一种基于Web Service的分级QoS的研究与实现

徐明伟，胡春明，刘旭东，马殿富

《计算机研究与发展》

2005

TruGrid: A Self-Sustaining Trustworthy Grid

Yanmin Zhu, Jinsong Han, Yunhao Liu, Lionel Ming-shuan Ni, Chunming Hu, Jinpeng Huai

IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW)

DOI

2005

CGSP: An Extensible and Reconfigurable Grid Framework

Yongwei Wu, Song Wu, Huashan Yu, Chunming Hu

Lecture notes in computer science

DOI

2005

Early Experience of Remote and Hot Service Deployment with Trustworthiness in CROWN Grid

Hailong Sun, Yanmin Zhu, Chunming Hu, Jinpeng Huai, Yunhao Liu, Jianxin Li

Lecture notes in computer science

DOI

2005

Introduction to ChinaGrid Support Platform

Yongwei Wu, Song Wu, Huashan Yu, Chunming Hu

Lecture notes in computer science

DOI

2005

A new grid workflow description language

Yong Wang, Chunming Hu, Jinpeng Huai

DOI

2005

Efficient information service management using service club in CROWN Grid

Chunming Hu, Yanmin Zhu, Jinpeng Huai, Yunhao Liu, Lionel Ming-shuan Ni

DOI

2004

Web Service运行管理平台的研究与实现

舒剑，胡春明，葛声，怀进鹏

《计算机研究与发展》

2004

A new architecture for OGSA-based grid information service

Hailong Sun, Ying Zhang, Chunming Hu, Jinpeng Huai

IEEE International Conference on Services Computing

DOI

精选作品

期刊论文

AeroFlow:Accelerating Serverless Workflows through Serialization-Free WebAssembly Execution

DeepShare: Assurance-Driven Deep Learning Job Scheduling for Multi-Tenant Clusters

HyLink: Harnessing PCIe and Dedicated Interconnects for Efficient Collective Communication

Maestro: Workload-Aware Cross-Cluster Scheduling for LLM-based Multi-Agent Systems

Collective Communication for Distributed LLM Systems: Planning, Runtime Adaptation, and Computation Coordination

THEMIS: Addressing Congestion-Induced Unfairness in Long-Haul RDMA Networks

C auchy : A Cost-Efficient LLM Serving System through Adaptive Heterogeneous Deployment

C uckoo : Deadline-Aware Job Packing on Heterogeneous GPUs for DL Model Training

KAIOPS: A Platform Solution of End-to-End Multi-Modal AIOps for AI Training at Scale

Kair: A Statistical and Causal Approach to Pinpointing Stragglers in Distributed Model Training

Astraea: Enforcing DPU Performance Isolation in Public Clouds

Den-ML: Multi-source cross-lingual transfer via denoising mutual learning

DSMM: A dual stance-aware multi-task model for rumour veracity on social networks

Kale: Elastic GPU Scheduling for Online DL Model Training

QoS-Aware Co-Scheduling for Distributed Long-Running Applications on Shared Clusters

ScaleReactor: A graceful performance isolation agent with interference detection and investigation for container‐based scale‐out workloads

Perph: A Workload Co-location Agent with Online Performance Prediction and Resource Inference

Performance-Aware Speculative Resource Oversubscription for Large-Scale Clusters

Discovering Graph Functional Dependencies

Dynamic scaling for parallel graph computations

Perphon

Shaready: A Resource-IsolatedWorkload Co-Location System

Discovering Graph Functional Dependencies

HCFS2: A File Storage Service with Weak Consistency in the Hybrid Cloud

Cider: a Rapid Docker Container Deployment System through Sharing Network Storage

Evolution of Cloud Operating System: From Technology to Ecosystem

Eagle+: A fast incremental approach to automaton and table online updates for cloud services

Incremental Graph Computations

Big Graph Analyses: From Queries to Dependencies and Association Rules

MultiLanes

D^2PS: A Dependable Data Provisioning Service in Multi-tenant Cloud Environment

Extending Conditional Dependencies with Built-in Predicates

Big graph search: challenges and techniques

Improving utilization through dynamic VM resource allocation in hybrid cloud environment

VMCSnap: Taking Snapshots of Virtual Machine Cluster with Memory Deduplication

Modeling the Performance of MapReduce under Resource Contentions and Task Failures

VMScatter

VMScatter

A Memory Deduplication Approach Based on Group in Virtualized Environments

NeTrOS: A Virtual Computing Environment towards Instant Service of Network Software

Radiata: Enabling Whole System Hot-mirroring via Continual State Replication

Overbooking-Based Resource Allocation in Virtualized Data Center

DVCE: The Virtual Computing Environment Supported by Distributed VM Images

A Virtual File System for Streaming Loading of Virtual Software on Windows NT

基于内存混合复制方式的虚拟机在线迁移机制

支持软件按需流式加载的预取机制

基于VMM层系统调用分析的软件完整性验证

CyberGuarder: A virtualization security assurance architecture for green cloud computing

VMDetector: A VMM-based Platform to Detect Hidden Process by Multi-view Comparison

CREST: Towards Fast Speculation of Straggler Tasks in MapReduce

A VMM-Based System Call Interposition Framework for Program Monitoring

A Prefetching Framework for the Streaming Loading of Virtual Software

A secure collaboration service for dynamic virtual organizations

一种基于ZeroConf协议的虚拟机资源发现与展示方法

CROWN: A Service-Oriented Grid Middleware System: Experience and Applications

A Novel Method for Discovering and Displaying Resources in Virtual Machines Based on ZeroConf Protocol

A High Performance Grid Service Container Based on Self-adaptation

一种基于松弛时间的服务网格资源能力预留机制

BBCLB: A Bulletin-Board based Cooperative Load Balance Strategy for Service Grid

ROST: Remote and hot service deployment with trustworthiness in CROWN Grid

PEACE-VO: A Secure Policy-Enabled Collaboration Framework for Virtual Organizations

CIVIC: a Hypervisor based Virtual Computing Environment

S-Club: an overlay-based efficient service discovery mechanism in CROWN Grid

Grid middleware in China

Design and implementation of an enhanced grid service container in the CROWN grid

CROWN FlowEngine: A GPEL-Based Grid Workflow Engine

CROWN:面向服务的网格中间件系统与信任管理

CROWN-ST: A Security and Trustworthiness Architecture for CROWN

CROWN: A service grid middleware with trust management mechanism

CROWN Node Server: An Enhanced Grid Service Container Based on GT4 WSRF Core

Flexible resource reservation using slack time for service grid

A QoS Negotiation Protocol for Grid Workflow

一种基于Web Service的分级QoS的研究与实现

TruGrid: A Self-Sustaining Trustworthy Grid

CGSP: An Extensible and Reconfigurable Grid Framework

Early Experience of Remote and Hot Service Deployment with Trustworthiness in CROWN Grid

Introduction to ChinaGrid Support Platform

A new grid workflow description language