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 …

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 …

Interpretable cascading mixture-of-experts for urban traffic congestion prediction

W Jiang, J Han, H Liu, T Tao, N Tan… - Proceedings of the 30th …, 2024 - dl.acm.org
… MAGLs possess a much larger capacity to accommodate heterogeneous and evolving
traffic patterns while maintaining superior inference efficiency. Second, to enhance the model’s …

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 …

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 …

[HTML][HTML] Quantifying the cascading effects of passenger delays

O Cats, AM Hijner - Reliability Engineering & System Safety, 2021 - Elsevier
patterns that can be used by modellers and planners. Based on passenger delays inferred
… network-wide passenger delays and their cascading patterns. The contributions of this study …

From micro to macro: Uncovering and predicting information cascading process with behavioral dynamics

L Yu, P Cui, F Wang, C Song… - 2015 IEEE international …, 2015 - ieeexplore.ieee.org
… Through data-driven analysis, we find out the common principles and patterns lying in
behavioral dynamics and propose a novel Networked Weibull Regression model for behavioral …

Exploring the collective human behavior in cascading systems: a comprehensive framework

Y Lu, L Yu, T Zhang, C Zang, P Cui, C Song… - … and information systems, 2020 - Springer
pattern of cascades and limits the accuracy of the fitting. In this paper, through further analysis,
we find rich temporal patterns … We can infer an interest distribution \(\Phi \) for this cascade

[PDF][PDF] Cascading behavior in large blog graphs: Patterns and a model

J Leskovec, M McGlohon… - … of Applied and …, 2007 - reports-archive.adm.cs.cmu.edu
… By examining linking propagation patterns from one blog post to another, we can infer answers
to some important questions about the way information spreads through a social network …