Shaifu Gupta

Resource usage prediction of cloud workloads using deep bidirectional long short term memory networks

Shaifu Gupta, Dileep Aroor Dinesh · 2017 · 60 citations

Provisioning (Technology), Engineering, Machine Learning +21

Learning to hash: a comprehensive survey of deep learning-based hashing methods

Avantika Singh, Shaifu Gupta · Knowledge and Information Systems · 2022 · 45 citations

Engineering, Machine Learning, Data Science +8

Online Sparse BLSTM Models for Resource Usage Prediction in Cloud Datacentres

Shaifu Gupta, A. D. Dileep, Timothy A. Gonsalves · IEEE Transactions on Network and Service Management · 2020 · 40 citations

Cluster Computing, Gradient Descent, Engineering +19

A joint feature selection framework for multivariate resource usage prediction in cloud servers using stability and prediction performance

Shaifu Gupta, A. D. Dileep, Timothy A. Gonsalves · The Journal of Supercomputing · 2018 · 32 citations

Provisioning (Technology), Engineering, Data Science +13

A Supervised Deep Learning Framework for Proactive Anomaly Detection in Cloud Workloads

Shaifu Gupta, Neha Muthiyan, Siddhant Kumar et al. · 2017 · 19 citations

Provisioning (Technology), Anomaly Detection, Machine Learning +21