15 citations · 30 across the 8 of their papers we have counts for
8 papers
An optimal replacement policy under variable shocks and self-healing patterns
Debolina Chatterjee, Jyotirmoy Sarkar
We study a system that experiences damaging external shocks at stochastic intervals, continuous degradation, and self-healing. The motivation for such a system comes from real-life…
Benchmarking Anomaly Detection Algorithms: Deep Learning and Beyond
Shanay Mehta, Shlok Mehendale, Nicole Fernandes +3
Detection of anomalous situations for complex mission-critical systems hold paramount importance when their service continuity needs to be ensured. A major challenge in detecting a…
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…
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…
A Repairable System Supported by Two Spare Units and Serviced by Two Types of Repairers
Vahid Andalib, Jyotirmoy Sarkar
We study a one-unit repairable system, supported by two identical spare units on cold standby, and serviced by two types of repairers. The model applies, for instance, to ANSI (Ame…
ALVEC: Auto-scaling by Lotka Volterra Elastic Cloud: A QoS aware Non Linear Dynamical Allocation Model
Bidisha Goswami, Jyotirmoy Sarkar, Snehanshu Saha +2
Elasticity in resource allocation is still a relevant problem in cloud computing. There are many academic and white papers which have investigated the problem and offered solutions…