NDLI: Distributed Data Collection, Correlation and Data Reduction for Iterative Streaming Analytics in Wireless Mobile Networks

Content Provider	IEEE Xplore Digital Library
Author	Boyle, C.W. Kovvali, S.K.
Copyright Year	2015
Description	Author affiliation: Movik Networks, Inc., Westford, MA, USA (Boyle, C.W.; Kovvali, S.K.)
Abstract	In this paper, we propose a policy-based, real-time packet analytics framework developed to evaluate 3G and 4G mobile communication technologies, and the associated signaling, tunneling, & user application protocols with the ultimate goal of providing context-enriched correlated information to streaming analytics platforms based on business needs. The framework allows user-defined dimensioning, telemetry generation and Key Performance Indicators (KPI) calculations with a focus on real-time network event measurements on the order of milliseconds to seconds. Unlike traditional streaming analytics platforms which rely on raw data logs and call detail records (CDRs), our framework allows augmenting data streams, such as binding TCP, HTTP, or application-level transactions with pre-correlated network state, subscriber patterns, location changes, service indicators, and computed KPIs, for continuous export into business intelligence architectures. By way of example, we present in detail, a closed-loop network optimization use case constituting a stream of KPIs including cell utilization indicators, subscriber mobility behavior, and application usage patterns towards a Business Intelligence (BI) policy enforcement point. This facilitates real-time actions such as congestion mitigation, and QoE management across heterogeneous networks and application behaviors.
Starting Page	384
Ending Page	391
File Size	719637
Page Count	8
File Format	PDF
ISBN	9781479981281
DOI	10.1109/BigDataService.2015.65
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-03-30
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Radio area network Protocols Wireless networks Mobile communication Real-time systems Mobile handsets IP networks Telemetry Mobile computing Streaming analytics
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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