15 citations · 39 across the 6 of their papers we have counts for
6 papers
Prediction of Performance and Power Consumption of GPGPU Applications
Gargi Alavani, Santonu Sarkar
Graphics Processing Units (GPUs) have become an integral part of High-Performance Computing to achieve an Exascale performance. The main goal of application developers of GPU is to…
Quantile LSTM: A Robust LSTM for Anomaly Detection In Time Series Data
Snehanshu Saha, Jyotirmoy Sarkar, Soma Dhavala +2
Anomalies refer to the departure of systems and devices from their normal behaviour in standard operating conditions. An anomaly in an industrial device can indicate an upcoming fa…
Uptime-Optimized Cloud Architecture as a Brokered Service
Sreekrishnan Venkateswaran, Santonu Sarkar
Enterprise workloads usually call for an uptime service level agreement (SLA) at the pain of contractual penalty in the event of slippage. Often, the strategy is to introduce ad-ho…
Architectural Partitioning and Deployment Modeling on Hybrid Clouds
Sreekrishnan Venkateswaran, Santonu Sarkar
The hybrid cloud idea is increasingly gaining momentum because it brings distinct advantages as a hosting platform for complex software systems. However, there are several challeng…
Modeling Operational Fairness of Hybrid Cloud Brokerage
Sreekrishnan Venkateswaran, Santonu Sarkar
Cloud service brokerage is an emerging technology that attempts to simplify the consumption and operation of hybrid clouds. Today's cloud brokers attempt to insulate consumers from…
Postulating Exoplanetary Habitability via a Novel Anomaly Detection Method
Jyotirmoy Sarkar, Kartik Bhatia, Snehanshu Saha +2
A profound shift in the study of cosmology came with the discovery of thousands of exoplanets and the possibility of the existence of billions of them in our Galaxy. The biggest go…