43 citations · 118 across the 18 of their papers we have counts for
21 papers
Design Considerations Based on Stability for a Class of TCP Algorithms
Sreekanth Prabhakar, Gaurav Raina
Transmission Control Protocol (TCP) continues to be the dominant transport protocol on the Internet. The stability of fluid models has been a key consideration in the design of TCP…
Synchronisation in TCP networks with Drop-Tail Queues
Nizar Malangadan, Gaurav Raina, Debayani Ghosh
The design of transport protocols, embedded in end-systems, and the choice of buffer sizing strategies, within network routers, play an important role in performance analysis of th…
Stability, convergence and bifurcation in some models of chemical kinetics
Abuthahir Abdulrahuman, Kalyan Chakrabarti, Gaurav Raina
In this paper, we analyze the stability, convergence, and bifurcation properties of the Boissonade-De Kepper (BD) model which played a key role in the development of nonlinear chem…
A Framework for End-to-End Deep Learning-Based Anomaly Detection in Transportation Networks
Neema Davis, Gaurav Raina, Krishna Jagannathan
We develop an end-to-end deep learning-based anomaly detection model for temporal data in transportation networks. The proposed EVT-LSTM model is derived from the popular LSTM (Lon…
LSTM-Based Anomaly Detection: Detection Rules from Extreme Value Theory
Neema Davis, Gaurav Raina, Krishna Jagannathan
In this paper, we explore various statistical techniques for anomaly detection in conjunction with the popular Long Short-Term Memory (LSTM) deep learning model for transportation…
Compound TCP with Random Early Detection (RED): stability, bifurcation and performance analyses
Sreelakshmi Manjunath, Gaurav Raina
The problem of increased queueing delays in the Internet motivates the study of currently implemented transport protocols and active queue management (AQM) policies. We study Compo…