Full Scaling Automation for Sustainable Development of Green Data Centers

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Full Scaling Automation for Sustainable Development of Green Data Centers

1 May 2023

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Papers citing "Full Scaling Automation for Sustainable Development of Green Data Centers"

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Title
TimeMixer++: A General Time Series Pattern Machine for Universal Predictive Analysis Shiyu Wang Jiawei Li Xiaoming Shi Zhou Ye Baichuan Mo Wenze Lin Shengtong Ju Zhixuan Chu Ming Jin AI4TS 120 18 0 21 Oct 2024
Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts Xiaoming Shi Shiyu Wang Yuqi Nie Dianqi Li Zhou Ye Qingsong Wen Ming Jin AI4TS 193 56 0 24 Sep 2024
Adaptive Two-Stage Cloud Resource Scaling via Hierarchical Multi-Indicator Forecasting and Bayesian Decision-Making Die Chen Zhiwen Li Mingyuan Fan Cen Chen Wenmeng Zhou Lintao Ma Guihai Chen 85 0 0 02 Aug 2024
OptScaler: A Collaborative Framework for Robust Autoscaling in the Cloud Ding Zou Wei Lu Zhibo Zhu Xingyu Lu Jun-ping Zhou Xiaojin Wang Kangyu Liu Haiqing Wang Kefan Wang Renen Sun 87 0 0 26 Oct 2023
HyperPrompt: Prompt-based Task-Conditioning of Transformers Yun He H. Zheng Yi Tay Jai Gupta Yu Du ... Yaguang Li Zhaoji Chen Donald Metzler Heng-Tze Cheng Ed H. Chi LRM VLM 108 93 0 01 Mar 2022
CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting Gerald Woo Chenghao Liu Doyen Sahoo Akshat Kumar Steven C. H. Hoi AI4TS 203 409 0 03 Feb 2022
Time-Series Representation Learning via Temporal and Contextual Contrasting Emadeldeen Eldele Mohamed Ragab Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li Cuntai Guan AI4TS 104 518 0 26 Jun 2021
TS2Vec: Towards Universal Representation of Time Series Zhihan Yue Yujing Wang Juanyong Duan Tianmeng Yang Congrui Huang Yu Tong Bixiong Xu AI4TS 165 592 0 19 Jun 2021
Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks Rabeeh Karimi Mahabadi Sebastian Ruder Mostafa Dehghani James Henderson MoE 86 314 0 08 Jun 2021
FIRM: An Intelligent Fine-Grained Resource Management Framework for SLO-Oriented Microservices Haoran Qiu Subho Sankar Banerjee Saurabh Jha Zbigniew T. Kalbarczyk Ravishankar Iyer 57 260 0 19 Aug 2020
N-BEATS: Neural basis expansion analysis for interpretable time series forecasting Boris N. Oreshkin Dmitri Carpov Nicolas Chapados Yoshua Bengio AI4TS 199 1,076 0 24 May 2019
Neural Processes M. Garnelo Jonathan Richard Schwarz Dan Rosenbaum Fabio Viola Danilo Jimenez Rezende S. M. Ali Eslami Yee Whye Teh BDL UQCV GP 138 517 0 04 Jul 2018
DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks David Salinas Valentin Flunkert Jan Gasthaus AI4TS UQCV BDL 124 2,157 0 13 Apr 2017
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 592 16,906 0 20 Dec 2013