Shaifu Gupta

Association Learning based Hybrid Model for Cloud Workload Prediction

Aditya Nigam, Siddhant Kumar, Neha Muthiyan, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

Online adaptation models for resource usage prediction in cloud network

Shaifu Gupta, Dileep Aroor Dinesh, Shaifu Gupta, 2017, 2017 Twenty-third National Conference on Communications (NCC).

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

Timothy A. Gonsalves, Aroor Dinesh Dileep, Shaifu Gupta, 2018, The Journal of Supercomputing.

Fractional Difference based Hybrid Model for Resource Prediction in Cloud Network

Timothy A. Gonsalves, A. D. Dileep, Shaifu Gupta, 2016, ICNCC '16.

Online Sparse BLSTM Models for Resource Usage Prediction in Cloud Datacentres

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

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

Aditya Nigam, Siddhant Kumar, Neha Muthiyan, 2017, 2017 14th IEEE India Council International Conference (INDICON).

Long range dependence in cloud servers: a statistical analysis based on Google workload trace

A. D. Dileep, Shaifu Gupta, Shaifu Gupta, 2020, Computing.

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

Shaifu Gupta, Dileep Aroor Dinesh, Shaifu Gupta, 2017, 2017 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS).

Phylogenetic Method for High-Throughput Ortholog Detection

Manpreet Singh, Shaifu Gupta, Manpreet Singh, 2015 .

Relevance feedback based online learning model for resource bottleneck prediction in cloud servers

A. D. Dileep, Shaifu Gupta, 2020, Neurocomputing.