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A joint energy efficiency optimization scheme based on marginal cost and workload prediction in data centers 期刊论文
SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2021, 卷号: 32, 页码: 14
作者:  Ji, Kaixuan;  Zhang, Fa;  Chi, Ce;  Song, Penglei;  Zhou, Biyu;  Marahatta, Avinab;  Liu, Zhiyong
收藏  |  浏览/下载：39/0  |  提交时间：2021/12/01
Data center  Energy efficiency  Task scheduling  Cooling system  Marginal cost  Workload prediction  
PEFS: AI-Driven Prediction Based Energy-Aware Fault-Tolerant Scheduling Scheme for Cloud Data Center 期刊论文
IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2021, 卷号: 6, 期号: 4, 页码: 655-666
作者:  Marahatta, Avinab;  Xin, Qin;  Chi, Ce;  Zhang, Fa;  Liu, Zhiyong
收藏  |  浏览/下载：23/0  |  提交时间：2022/06/21
Energy efficiency  Deep learning  Fault tolerant systems  Energy consumption  Scheduling  Cloud computing  Predictive models  Neural networks  Cloud computing  cloud data center  scheduling  fault-tolerance  energy-efficiency  task failure  prediction  deep neural network  
Classification-Based and Energy-Efficient Dynamic Task Scheduling Scheme for Virtualized Cloud Data Center 期刊论文
IEEE TRANSACTIONS ON CLOUD COMPUTING, 2021, 卷号: 9, 期号: 4, 页码: 1376-1390
作者:  Marahatta, Avinab;  Pirbhulal, Sandeep;  Zhang, Fa;  Parizi, Reza M.;  Choo, Kim-Kwang Raymond;  Liu, Zhiyong
收藏  |  浏览/下载：34/0  |  提交时间：2022/06/21
Cloud data center  virtualization  energy efficiency  task scheduling  task merging  virtual machine  
A Fast Circuit Scheduling Scheme for Optical Data Center Networks 期刊论文
IEEE PHOTONICS TECHNOLOGY LETTERS, 2021, 卷号: 33, 期号: 11, 页码: 561-564
作者:  Yu, Xiaoshan;  Gu, Huaxi;  Li, Shuo;  Lu, Yunfeng
收藏  |  浏览/下载：29/0  |  提交时间：2021/12/01
Optical switches  Switching circuits  Scheduling algorithms  Delays  Acceleration  Time complexity  Schedules  Networks  optical circuit switching  
C2QoS: Network QoS guarantee in vSwitch through CPU-cycle management 期刊论文
JOURNAL OF SYSTEMS ARCHITECTURE, 2021, 卷号: 116, 页码: 13
作者:  Yang, Ye;  Jiang, Haiyang;  Wu, Yulei;  Han, Chunjing;  Lv, Yilong;  Li, Xing;  Yang, Bowen;  Fdida, Serge;  Xie, Gaogang
收藏  |  浏览/下载：41/0  |  提交时间：2021/12/01
QoS  vSwitch  CPU resource competition  Scheduling  Cloud computing  
Network-Aware Locality Scheduling for Distributed Data Operators in Data Centers 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 6, 页码: 1494-1510
作者:  Cheng, Long;  Wang, Ying;  Liu, Qingzhi;  Epema, Dick H. J.;  Liu, Cheng;  Mao, Ying;  Murphy, John
收藏  |  浏览/下载：29/0  |  提交时间：2021/12/01
Distributed databases  Bandwidth  Scheduling  Data centers  Optimization  Processor scheduling  Big Data  Data locality  coflow scheduling  distributed operators  data centers  big data  SDN  metaheuristic  
Energy-Aware Scheduling Based on Marginal Cost and Task Classification in Heterogeneous Data Centers 期刊论文
ENERGIES, 2021, 卷号: 14, 期号: 9, 页码: 26
作者:  Ji, Kaixuan;  Chi, Ce;  Zhang, Fa;  Anta, Antonio Fernandez;  Song, Penglei;  Marahatta, Avinab;  Wang, Youshi;  Liu, Zhiyong
收藏  |  浏览/下载：39/0  |  提交时间：2021/12/01
data center  energy-aware  marginal cost  task scheduling  cooling system  task classification  
Cooperatively Improving Data Center Energy Efficiency Based on Multi-Agent Deep Reinforcement Learning 期刊论文
ENERGIES, 2021, 卷号: 14, 期号: 8, 页码: 32
作者:  Chi, Ce;  Ji, Kaixuan;  Song, Penglei;  Marahatta, Avinab;  Zhang, Shikui;  Zhang, Fa;  Qiu, Dehui;  Liu, Zhiyong
收藏  |  浏览/下载：35/0  |  提交时间：2021/12/01
data center  energy efficiency  deep reinforcement learning  multi-agent  scheduling algorithm  cooling system  
Data-Driven Optimization for Cooperative Edge Service Provisioning With Demand Uncertainty 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 6, 页码: 4317-4328
作者:  Li, Liang;  Shi, Dian;  Hou, Ronghui;  Li, Xuanheng;  Wang, Jie;  Li, Hui;  Pan, Miao
收藏  |  浏览/下载：35/0  |  提交时间：2021/12/01
Uncertainty  Optimization  Edge computing  Servers  Robustness  Processor scheduling  Internet of Things  Data-driven optimization  demand uncertainty  edge computing  resource provisioning  
An efficient scheduling algorithm for dataflow architecture using loop-pipelining 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 547, 页码: 1136-1153
作者:  Li, Yi;  Wu, Meng;  Ye, Xiaochun;  Li, Wenming;  Xue, Rui;  Wang, Da;  Zhang, Hao;  Fan, Dongrui
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
Dataflow architecture  Instruction scheduling  Multicast  Sharing path  Loop optimization