成果/Result
- Cost-Efficient Fault-Tolerant Workflow Scheduling for Deadline-Constrained Microservice-Based Applications in Clouds被引量：26收藏
- 作者：Li, Zengpeng Yu, Huiqun Fan, Guisheng Zhang, Jiayin
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT 2023
- 关键词：Cloud computing workflow scheduling resource provisioning microservices containers replication
- Energy-efficient offloading for DNN-based applications in edge-cloud computing: A hybrid chaotic evolutionary approach被引量：10收藏
- 作者：Li, Zengpeng Yu, Huiqun Fan, Guisheng Zhang, Jiayin Xu, Jin
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING 2024
- 关键词：Edge-cloud computing Energy-efficient offloading Constrained optimization Deep neural networks Evolutionary optimization
- From electronic health records to terminology base: A novel knowledge base enrichment approach被引量：5收藏
- 作者：Zhang, Jiaying Zhang, Zhixing Zhang, Huanhuan Ma, Zhiyuan Ye, Qi He, Ping Zhou, Yangming
- 机构：East China Univ Sci & Technol;Shanghai Hosp Dev Ctr
- 来源：JOURNAL OF BIOMEDICAL INFORMATICS 2021
- 关键词：Knowledge base Terminology enriching Entity alignment Pre-trained language model Graph convolutional network
- Elastic Task Offloading and Resource Allocation Over Hybrid Cloud: A Reinforcement Learning Approach被引量：5收藏
- 作者：Zhang, Jiayin Yu, Huiqun Fan, Guisheng Li, Zengpeng
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT 2024
- 关键词：Hybrid cloud task offloading deep reinforcement learning Lyapunov optimization
- Cost-efficient security-aware scheduling for dependent tasks with endpoint contention in edge computing被引量：5收藏
- 作者：Li, Zengpeng Yu, Huiqun Fan, Guisheng Tang, Qifeng Zhang, Jiayin Chen, Liqiong
- 机构：East China Univ Sci & Technol;Shanghai Data Exchange Corp;Shanghai Inst Technol
- 来源：COMPUTER COMMUNICATIONS 2023
- 关键词：Edge computing Task scheduling Endpoint contention Genetic algorithm Security
- An Effective Standardization Method for the Lab Indicators in Regional Medical Health Platform Using N-grams and Stacking被引量：3收藏
- 作者：Zhang, Jiaying Wang, Qi Zhang, Zhixing Zhou, Yangming Ye, Qi Zhang, Huanhuan Qiu, Jiahui He, Ping
- 机构：East China Univ Sci & Technol;Shanghai Hosp Dev Ctr
- 来源：PROCEEDINGS 2018 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM) 2018
- 关键词：Regional medical health platform lab indicator standardization entity alignment machine learning
- Energy, Cost and Reliability-Aware Workflow Scheduling on Multi-Cloud Systems: A Multi-Objective Evolutionary Approach被引量：3收藏
- 作者：Fang, Zhuoyue Yu, Huiqun Fan, Guisheng Li, Zengpeng Zhang, Jiayin
- 机构：East China Univ Sci & Technol;Shanghai Engn Res Ctr Smart Energy
- 来源：IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT 2025
- 关键词：Scheduling Costs Reliability Cloud computing Scheduling algorithms Energy consumption Heuristic algorithms Evolutionary computation Virtual machines Optimization Multi-objective optimization workflow scheduling multi-cloud systems evolutionary algorithm
- Uncertainty-aware scheduling of real-time workflows under deadline constraints on multi-cloud systems被引量：3收藏
- 作者：Xu, Jin Yu, Huiqun Fan, Guisheng Zhang, Jiayin
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testin;East China Univ Sci & Technol
- 来源：CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE 2023
- 关键词：cloud computing real-time workflows multi-cloud systems uncertain task execution time
- Adaptive edge service deployment in burst load scenarios using deep reinforcement learning被引量：3收藏
- 作者：Xu, Jin Yu, Huiqun Fan, Guisheng Zhang, Jiayin Li, Zengpeng Tang, Qifeng
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testin;Shanghai Data Exchange Corp
- 来源：JOURNAL OF SUPERCOMPUTING 2024
- 关键词：Burst load Edge service Scaling and migrating Deep reinforcement learning
- Cold-Start-Aware Cloud-Native Parallel Service Function Chain Caching in Edge-Cloud Network被引量：2收藏
- 作者：Zhang, Jiayin Yu, Huiqun Fan, Guisheng Tang, Qifeng Li, Zengpeng Xu, Jin
- 机构：East China Univ Sci & Technol;Shanghai Data Exchange Corp
- 来源：IEEE INTERNET OF THINGS JOURNAL 2024
- 关键词：Cloud computing Optimization Internet of Things Decision making Substrates Feature extraction Topology Cloud-native network function cold start edge-cloud network Internet of Things (IoT) reinforcement learning service function chain (Sfc)
- Energy-efficient reliability-aware offloading for delay-sensitive tasks in collaborative edge computing被引量：2收藏
- 作者：Li, Zengpeng Yu, Huiqun Fan, Guisheng Zhang, Jiayin Xu, Jin
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE 2024
- 关键词：ant colony system energy consumption mobile edge computing resource allocation task offloading
- Lab indicators standardization method for the regional healthcare platform: a case study on heart failure被引量：2收藏
- 作者：Liang, Ming Zhang, ZhiXing Zhang, JiaYing Ruan, Tong Ye, Qi He, Ping
- 机构：East China Univ Sci & Technol;Shanghai Hosp Dev Ctr
- 来源：BMC MEDICAL INFORMATICS AND DECISION MAKING 2020
- 关键词：Lab indicator standardization Entity alignment Active learning Machine learning Electronic health record Heart failure
- GPU-based coevolutionary particle swarm optimization被引量：1收藏
- 作者：Zhao Liang Zhu Yanxing Zhang Jianyu Ye Zhencheng
- 机构：East China Univ Sci & Technol;Ethylene Plant Jilin Petrochem Co Ltd
- 来源：PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017) 2017
- 关键词：GPU CUDA Particle swarm optimization Coevolutionary particle swarm optimization
- An intelligent multi-scale detection system for particle detection and automated splitting of particle-free droplets in digital microfluidic systems被引量：0收藏
- 作者：Guo, Kunlun Dong, Juyue Zhang, Junyu Song, Zerui Wang, Huifeng
- 机构：East China Univ Sci & Technol
- 来源：MICROFLUIDICS AND NANOFLUIDICS 2026
- 关键词：Digital microfluidics Particle identification Multi-scale object detection Automated droplet splitting
- Real-time intelligent colorimetric paper indicator based on a mulberry-derived anthocyanin for monitoring aquatic products freshness被引量：0收藏
- 作者：Yang, Guangxin Zhang, Junyu Zhao, Yifan Gu, Lin Wang, Peng Fan, Chengqi Chi, Hai Kong, Cong
- 机构：Chinese Acad Fishery Sci;East China Univ Sci & Technol;Univ Shanghai Sci & Technol;Liaoning Ocean & Fisheries Sci Res Inst
- 来源：FOOD PACKAGING AND SHELF LIFE 2026
- 关键词：Anthocyanin Shrimp freshness monitoring PH responsive Intelligent packaging Headspace indicator Smartphone imaging
