Ensemble CNN Attention-Based BiLSTM Deep Learning Architecture for Multivariate Cloud Workload Prediction

Author:

Kaim Ananya1ORCID,Singh Surjit1ORCID,Patel Yashwant Singh2ORCID

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

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.

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