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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:49/0  |  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:30/0  |  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:43/0  |  提交时间:2022/06/21
Cloud data center  virtualization  energy efficiency  task scheduling  task merging  virtual machine  
Criso: An Incremental Scalable and Cost-Effective Network Architecture for Data Centers 期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2021, 卷号: 18, 期号: 2, 页码: 2016-2029
作者:  Feng, Hao;  Deng, Yuhui;  Qin, Xiao;  Min, Geyong
收藏  |  浏览/下载:43/0  |  提交时间:2021/12/01
Servers  Data centers  Topology  Fault tolerance  Fault tolerant systems  Routing  Computer architecture  Data center  incremental scalability  cost efficiency  interconnection network  
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:47/0  |  提交时间:2021/12/01
data center  energy-aware  marginal cost  task scheduling  cooling system  task classification  
Modeling the failures of power-aware data centers by leveraging heat recirculation 期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2021, 卷号: 33, 期号: 7, 页码: 15
作者:  Feng, Hao;  Deng, Yuhui;  Yu, Liang
收藏  |  浏览/下载:44/0  |  提交时间:2021/12/01
data center  energy efficiency  heat recirculation  node failure  task schedule  
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:44/0  |  提交时间:2021/12/01
data center  energy efficiency  deep reinforcement learning  multi-agent  scheduling algorithm  cooling system  
QoS Promotion in Energy-Efficient Datacenters Through Peak Load Scheduling 期刊论文
IEEE TRANSACTIONS ON CLOUD COMPUTING, 2021, 卷号: 9, 期号: 2, 页码: 777-792
作者:  Hu, Cheng;  Deng, Yuhui;  Min, Geyong;  Huang, Ping;  Qin, Xiao
收藏  |  浏览/下载:37/0  |  提交时间:2021/12/01
Workload burst  performance promotion  QoS guarantee  dynamic power management  data center  
Improving energy efficiency in colocation data centers for demand response 期刊论文
SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2021, 卷号: 29, 页码: 14
作者:  Chi, Ce;  Zhang, Fa;  Ji, Kaixuan;  Marahatta, Avinab;  Liu, Zhiyong
收藏  |  浏览/下载:43/0  |  提交时间:2021/12/01
Colocation data center  Mechanism design  Energy efficiency  Approximation algorithm  Truthfulness  
Supporting Predictable Performance Guarantees for SMT Processors 期刊论文
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2020, 卷号: E103A, 期号: 6, 页码: 806-820
作者:  Jin, Xin;  Yu, Ningmei;  Zhou, Yaoyang;  Huang, Bowen;  Yu, Zihao;  Zhan, Xusheng;  Wang, Huizhe;  Wang, Sa;  Bao, Yungang
收藏  |  浏览/下载:54/0  |  提交时间:2020/12/10
SMT interference  data center  performance predictability  quality of service (QoS)