Bayesian Uncertainty Modelling for Cloud Workload Prediction
Author:
Affiliation:
1. University College Cork,SFI CRT in Artificial Intelligence,Cork,Ireland
2. University College Cork,School of Computer Science,Cork,Ireland
Funder
Science Foundation Ireland
European Regional Development Fund
Google
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9860274/9860367/09860848.pdf?arnumber=9860848
Reference46 articles.
1. On last-layer algorithms for classification: Decoupling representation from uncertainty estimation;brosse,2020
2. The relevance of bayesian layer positioning to model uncertainty in deep bayesian active learning;zeng,2018
3. Generalized autoregressive conditional heteroskedasticity
4. Bayesian approach for neural networks—review and case studies
5. Predicting motor vehicle collisions using Bayesian neural network models: An empirical analysis
Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Boosted regression for predicting CPU utilization in the cloud with periodicity;The Journal of Supercomputing;2024-08-18
2. HMM-CPM: a cloud instance resource prediction method tracing the workload trends via hidden Markov model;Cluster Computing;2024-06-06
3. Clustering-Based Numerosity Reduction for Cloud Workload Forecasting;Algorithmic Aspects of Cloud Computing;2023-12-14
4. Performance and Energy Savings Trade-Off with Uncertainty-Aware Cloud Workload Forecasting;2023 IEEE 31st International Conference on Network Protocols (ICNP);2023-10-10
5. An efficient proactive VM consolidation technique with improved LSTM network in a cloud environment;Computing;2023-08-20
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3