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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  
Heterogeneous Computational Resource Allocation for C-RAN: A Contract-Theoretic Approach 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2021, 卷号: 14, 期号: 6, 页码: 2026-2040
作者:  Gao, Mingjin;  Shen, Rujing;  Yan, Shihao;  Li, Jun;  Guan, Haibing;  Li, Yonghui;  Shi, Jinglin;  Han, Zhu
收藏  |  浏览/下载：26/0  |  提交时间：2022/06/21
Contracts  Resource management  Indium phosphide  III-V semiconductor materials  Base stations  Closed-form solutions  Computer science  Heterogeneous computational resources allocation  virtualized base station  cloud-RAN  cellular networks  contract theory  incentive mechanism  
ShuntFlowPlus: An Efficient and Scalable Dataflow Accelerator Architecture for Stream Applications 期刊论文
ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2021, 卷号: 17, 期号: 4, 页码: 24
作者:  Gong, Shijun;  Li, Jiajun;  Lu, Wenyan;  Yan, Guihai;  Li, Xiaowei
收藏  |  浏览/下载：21/0  |  提交时间：2022/12/07
Streaming processing  sliding-window aggregations  dataflow  buffer sharing  
Learning to Fool the Speaker Recognition 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021, 卷号: 17, 期号: 3, 页码: 21
作者:  Li, Jiguo;  Zhang, Xinfeng;  Xu, Jizheng;  Ma, Siwei;  Gao, Wen
收藏  |  浏览/下载：18/0  |  提交时间：2022/12/07
Audio forensics  adversarial attack  deep neural network  
Design and Analysis of Energy-Efficient Dynamic Range Approximate Logarithmic Multipliers for Machine Learning 期刊论文
IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2021, 卷号: 6, 期号: 4, 页码: 612-625
作者:  Yin, Peipei;  Wang, Chenghua;  Waris, Haroon;  Liu, Weiqiang;  Han, Yinhe;  Lombardi, Fabrizio
收藏  |  浏览/下载：27/0  |  提交时间：2022/06/21
Adders  Dynamic range  Machine learning  Handwriting recognition  Power demand  Approximate computing  Heuristic algorithms  Approximate computing  logarithmic multiplier  operand truncation  low power  
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  
Estimating the Resource Demand in Power-Aware Clusters by Regressing a Linearly Dependent Relation 期刊论文
IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2021, 卷号: 6, 期号: 3, 页码: 385-397
作者:  Hu, Cheng;  Deng, Yuhui;  Yang, Laurence T.;  Zhao, Yufan
收藏  |  浏览/下载：36/0  |  提交时间：2021/12/01
Estimation  Servers  Linear regression  Quality of service  Computational modeling  Analytical models  Task analysis  Resource demand estimation  linear regression  power-aware cluster  QoS  SLA  
Integrating Scene Semantic Knowledge into Image Captioning 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021, 卷号: 17, 期号: 2, 页码: 22
作者:  Wei, Haiyang;  Li, Zhixin;  Huang, Feicheng;  Zhang, Canlong;  Ma, Huifang;  Shi, Zhongzhi
收藏  |  浏览/下载：36/0  |  提交时间：2021/12/01
Image captioning  attention mechanism  scene semantics  encoder-decoder framework  
Defect Analysis and Parallel Testing or 3D Hybrid CMOS-Memristor Memory 期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, 2021, 卷号: 9, 期号: 2, 页码: 745-758
作者:  Liu, Peng;  You, Zhiqiang;  Wu, Jigang;  Elimu, Michael;  Wang, Weizheng;  Cai, Shuo;  Han, Yinhe
收藏  |  浏览/下载：33/0  |  提交时间：2021/12/01
Non-volatile memory  RRAM  CMOL  memristor  testing