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03/17/2023
Synchronisation in TCP networks with Drop-Tail Queues
The design of transport protocols, embedded in end-systems, and the choi...
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11/20/2019
A Framework for End-to-End Deep Learning-Based Anomaly Detection in Transportation Networks
We develop an end-to-end deep learning-based anomaly detection model for...
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09/13/2019
LSTM-Based Anomaly Detection: Detection Rules from Extreme Value Theory
In this paper, we explore various statistical techniques for anomaly det...
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07/15/2019
Compound TCP with Random Early Detection (RED): stability, bifurcation and performance analyses
The problem of increased queueing delays in the Internet motivates the s...
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06/18/2019
Impact of queue feedback on the stability and dynamics of a Rate Control Protocol (RCP) with two delays
Rate Control Protocol (RCP) uses feedback from routers to assign flows t...
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06/13/2019
Do we need two forms of feedback in the Rate Control Protocol (RCP)?
There is considerable interest in the networking community in explicit c...
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06/02/2019
Stability and non-linear dynamics of Dual congestion control schemes with two delays
In this paper, we analyze some local stability and local bifurcation pro...
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06/02/2019
Effect of two forms of feedback on the performance of the Rate Control Protocol (RCP)
The Rate Control Protocol (RCP) uses explicit feedback from routers to c...
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02/18/2019
Grids versus Graphs: Partitioning Space for Improved Taxi Demand-Supply Forecasts
Accurate taxi demand-supply forecasting is a challenging application of ...
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12/10/2018
Taxi Demand-Supply Forecasting: Impact of Spatial Partitioning on the Performance of Neural Networks
In this paper, we investigate the significance of choosing an appropriat...
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10/02/2018
Global stability of the Rate Control Protocol (RCP) and some implications for protocol design
The Rate Control Protocol (RCP) is a congestion control protocol that re...
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05/17/2018