Ensemble CNN Attention-Based BiLSTM Deep Learning Architecture for Multivariate Cloud Workload Prediction
Author:
Affiliation:
1. Computer Science & Engineering Department, Thapar Institute of Engineering and Technology, India
2. Computer Science & Engineering Department, Thapar Institute of Engineering & Technology, India
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3571306.3571433
Reference17 articles.
1. Market-Oriented Cloud Computing: Vision, Hype, and Reality for Delivering IT Services as Computing Utilities
2. Towards Accurate Prediction for High-Dimensional and Highly-Variable Cloud Workloads with Deep Learning
3. Junyoung Chung Caglar Gulcehre KyungHyun Cho and Yoshua Bengio. 2014. Empirical evaluation of gated recurrent neural networks on sequence modeling. arXiv preprint arXiv:1412.3555(2014). Junyoung Chung Caglar Gulcehre KyungHyun Cho and Yoshua Bengio. 2014. Empirical evaluation of gated recurrent neural networks on sequence modeling. arXiv preprint arXiv:1412.3555(2014).
4. An Efficient Multivariate Autoscaling Framework Using Bi-LSTM for Cloud Computing
5. Sepp Hochreiter and Jürgen Schmidhuber . 1997. Long short-term memory. Neural computation 9, 8 ( 1997 ), 1735–1780. Sepp Hochreiter and Jürgen Schmidhuber. 1997. Long short-term memory. Neural computation 9, 8 (1997), 1735–1780.
Cited by 6 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. Application-Oriented Cloud Workload Prediction: A Survey and New Perspectives;Tsinghua Science and Technology;2025-02
2. Hybrid deep learning and evolutionary algorithms for accurate cloud workload prediction;Computing;2024-08-25
3. A feature extraction and time warping based neural expansion architecture for cloud resource usage forecasting;Cluster Computing;2024-01-10
4. Robustness of Workload Forecasting Models in Cloud Data Centers: A White-Box Adversarial Attack Perspective;IEEE Access;2024
5. AI Based Cloud Failure Detection and Prevention Algorithm;2023 Innovations in Power and Advanced Computing Technologies (i-PACT);2023-12-08
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