Detection and mitigation of signaling storms in mobile networks

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Title: Detection and mitigation of signaling storms in mobile networks
Authors: Gelenbe, E
Abdelrahman, OH
Gorbil, G
Item Type: Conference Paper
Abstract: Mobile Networks are subject to "signaling storms" launched by malware or apps, which overload the the bandwidth at the cell, the backbone signaling servers, and Cloud servers, and may also deplete the battery power of mobile devices. This paper reviews the subject and discusses a novel technique to detect and mitigate such signaling storms. Through a mathematical analysis we introduce a technique based on tracking time-out transitions in the signaling system that can substantially reduce both the number of misbehaving mobiles and the signaling overload in the backbone.
Issue Date: 24-Mar-2016
Date of Acceptance: 15-Feb-2016
URI: http://hdl.handle.net/10044/1/45572
DOI: https://dx.doi.org/10.1109/ICCNC.2016.7440686
Publisher: IEEE
Journal / Book Title: 2016 International Conference on Computing, Networking and Communications (ICNC)
Copyright Statement: © 2016 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Sponsor/Funder: Commission of the European Communities
Funder's Grant Number: 317888 - NEMESYS
Conference Name: 2016 International Conference on Computing, Networking and Communications (ICNC)
Keywords: Science & Technology
Technology
Computer Science, Theory & Methods
Engineering, Electrical & Electronic
Telecommunications
Computer Science
Engineering
Mobile Networks
Signaling Storms
Malware
Attack Mitigation
RANDOM NEURAL-NETWORKS
MODELS
Publication Status: Published
Start Date: 2016-02-15
Finish Date: 2016-02-18
Conference Place: Kauai, HI
Appears in Collections:Faculty of Engineering
Electrical and Electronic Engineering



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