1 citations · 1 across the 10 of their papers we have counts for
11 papers
DP-FlogTinyLLM: Differentially private federated log anomaly detection using Tiny LLMs
Isaiah Thompson, Tanmay Sen, Ritwik Bhattacharya
Modern distributed systems generate massive volumes of log data that are critical for detecting anomalies and cyber threats. However, in real world settings, these logs are often d…
Bayesian Optimum Warranty Region for Right Censored Two Dimensional Dependent Data
Tanmay Sen, Rathin Das, Ritwik Bhattacharya
Warranty policies play a crucial role in balancing customer satisfaction and cost of the manufacturer. Traditional one-dimensional warranty frameworks, based solely on either age o…
Computation of Optimal Type-II Progressing Censoring Scheme Using Genetic Algorithm Approach
Ujjwal Roy, Ritwik Bhattacharya
The experimenter must perform a legitimate search in the entire set of feasible censoring schemes to identify the optimal type II progressive censoring scheme, when applied to a li…
LogTinyLLM: Tiny Large Language Models Based Contextual Log Anomaly Detection
Isaiah Thompson Ocansey, Ritwik Bhattacharya, Tanmay Sen
Log anomaly detection using traditional rule based or deep learning based methods is often challenging due to the large volume and highly complex nature of log sequence. So effecti…
Determination of Optimum Warranty Region for Two Dimensional Dependent Data
Rathin Das, Tanmay Sen, Ritwik Bhattacharya +1
This paper presents a method for determining the optimal two-dimensional warranty region for age and mileage scales across all possible combinations of free replacement warranty (F…
Simultaneous best linear invariant prediction of future order statistics for location-scale and scale families and associated optimality properties
Narayanaswamy Balakrishnan, Ritwik Bhattacharya
In this article, we first derive an explicit expression for the marginal best linear invariant predictor (BLIP) of an unobserved future order statistic based on a set of early obse…
On simultaneous best linear unbiased prediction of future order statistics and associated properties
Narayanaswamy Balakrishnan, Ritwik Bhattacharya
In this article, the joint best linear unbiased predictors (BLUPs) of two future unobserved order statistics, based on a set of observed order statistics, are developed explicitly.…
A MCMC-type simple probabilistic approach for determining optimal progressive censoring schemes
Ritwik Bhattacharya, Narayanaswamy Balakrishnan
We present here a simple probabilistic approach for determining an optimal progressive censoring scheme by defining a probability structure on the set of feasible solutions. Given…
D-optimal joint best linear unbiased prediction of order statistics
Narayanaswamy Balakrishnan, Ritwik Bhattacharya
In life-testing experiments, it is often of interest to predict unobserved future failure times based on observed early failure times. A point best linear unbiased predictor (BLUP)…
Determination of Bayesian optimal warranty length under Type-II unified hybrid censoring scheme
Tanmay Sen, Ritwik Bhattacharya, Biswabrata Pradhan +1
Determination of an appropriate warranty length for the lifetime of the product is an important issue to the manufacturer. In this article, optimal warranty length of the product f…
Statistical inference and Bayesian optimal life-testing plans under Type-II unified hybrid censoring scheme
Tanmay Sen, Ritwik Bhattacharya, Biswabrata Pradhan +1
This article describes the inferential procedures and Bayesian optimal life-testing issues under Type-II unified hybrid censoring scheme. First, the explicit expressions of expecte…