Inferring traffic cascading patterns

Y Liang, Z Jiang, Y Zheng - Proceedings of the 25th acm sigspatial …, 2017 - dl.acm.org
… CasInf to infer the traffic cascading patterns from multiple spatio-temporal datasets, which
is comprised of the ITL model, the EMT model, and the cascading pattern construction …

Visual cascade analytics of large-scale spatiotemporal data

Z Deng, D Weng, Y Liang, J Bao… - … on Visualization and …, 2021 - ieeexplore.ieee.org
… This section presents the mining framework for inferring cascading patterns in general … This
method is designed to infer traffic congestion cascading patterns and comprised of two major …

TPR: traffic pattern-based adaptive routing for dragonfly networks

P Faizian, JF Alfaro, MS Rahman… - … on Multi-Scale …, 2018 - ieeexplore.ieee.org
… The idea is to explicitly use the link usage statistics that are collected in performance
counters to infer the traffic pattern, and to take the inferred traffic pattern plus link loads into …

Traffic pattern-based adaptive routing for intra-group communication in dragonfly networks

P Faizian, MS Rahman, MA Mollah… - 2016 IEEE 24th …, 2016 - ieeexplore.ieee.org
… The idea is to explicitly use the link usage statistics that are collected in performance
counters to infer the traffic pattern, and to take the inferred traffic pattern plus link loads into …

Data networks as cascades: Investigating the multifractal nature of Internet WAN traffic

A Feldmann, AC Gilbert, W Willinger - ACM SIGCOMM Computer …, 1998 - dl.acm.org
… that IP networks act as cascades and we discuss a workload model for data traffic that …
operating regions, we must to be able to infer the burstiness behavior of the traffic over small-time …

Data-driven detection of anomalies and cascading failures in traffic networks

S Basak, A Ayman, A Laszka, A Dubey… - Annual Conference of the …, 2019 - par.nsf.gov
… to study the cascading patterns of traffic propagation through … In this paper, other than
analyzing the cascading effect of trafficInferring traffic cascading patterns. In Proceedings of the …

Patterns of cascading behavior in large blog graphs

J Leskovec, M McGlohon, C Faloutsos, N Glance… - Proceedings of the 2007 …, 2007 - SIAM
… linking patterns from one blog post to another, we can infer … For instance, does traffic in
the network exhibit bursty and/or … patterns in information propagation graphs (cascades). We …

Early Detection of Driving Maneuvers for Proactive Congestion Prevention

D Das, S Bhattacharjee, S Chakraborty… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
… the traffic cascading patterninfer a significant change (increase) ϵ in the traffic density
in ∆t time interval. At that point, the collected IMU and GPS data are fed into our system to infer

General methodology for inferring failure-spreading dynamics in networks

X Guan, C Chen - Proceedings of the National Academy of …, 2018 - National Acad Sciences
patterns of infrastructure cascading failures between the simulated patterns (A and C) and
inferred patterns (… A and B show simulated and inferred failure time of transportation service in …

Scaling analysis of conservative cascades, with applications to network traffic

AC Gilbert, W Willinger… - IEEE Transactions on …, 1999 - ieeexplore.ieee.org
cascades the multifractal formalism applies and is valid, and we illustrate some of the
wavelet-based techniques for inferring … at the TCP layer, ie, when analyzing the arrival patterns of …