A telecom analytics framework for dynamic quality of service management

Since the beginning of Internet, Internet Service Providers (ISP) have seen the need of giving to users? traffic different treatments defined by agree- ments between ISP and customers. This procedure, known as Quality of Service Management, has not much changed in the last years (DiffServ and Deep Pack-et Inspection have been the most chosen mechanisms). However, the incremen-tal growth of Internet users and services jointly with the application of recent Ma- chine Learning techniques, open up the possibility of going one step for-ward in the smart management of network traffic. In this paper, we first make a survey of current tools and techniques for QoS Management. Then we intro-duce clustering and classifying Machine Learning techniques for traffic charac-terization and the concept of Quality of Experience. Finally, with all these com-ponents, we present a brand new framework that will manage in a smart way Quality of Service in a telecom Big Data based scenario, both for mobile and fixed communications.

Highway programming issues and practices: proceedings of two conferences. Final report.

Federal Highway Administration, Washington, D.C.

Perspectives on nonpoint source pollution : proceedings of a national conference, Kansas City, Missouri, May 19-22, 1985.

Mode of access: Internet.

Critical issues in library personnel management /

Published also as v. 38, no. 1 (Summer 1989) of Library trends.

Personnel management and industrial relations,

"Formerly Personnel and labor relations."

Data base directions the next steps : proceedings of the workshop of the National Bureau of Standards and the Association for Computing Machinery, at Fort Lauderdale, Florida, October 29-31, 1975 /

Includes bibliographical references.

Documentation of computer programs and automated data systems : proceedings of a symposium held at the National Bureau of Standards, Gaithersburg, MD, October 12, 1976 /

Mode of access: Internet.

Computers and mathematical programming : proceedings of the Bicentennial Conference on Mathematical Programming held at the National Bureau of Standards, Gaithersburg, Maryland, November 29-December 1, 1976 /

Includes bibliographies.

Proceedings of the "Managing the Industrial Modernization Process" Conference.

Cover title.

Proceedings of the first conference on Computerized Adaptive Testing, Washington, D.C., June 12 and 13, 1975.

Mode of access: Internet.

Proceedings of the Sixth International Soil Correlation Meeting (VI ISCOM) : characterization, classification, and utilization of cold aridisols and vertisols : Montana, Idaho, and Wyoming, United States, and Saskatchewan, Canada, August 6-18, 1991 /

"March, 1991."

Digest of exemplary personnel practices.

Shipping list no.: 92-228-P.

Digest of exemplary personnel practices.

Mode of access: Internet.

Psychology of personnel in business and industry.

Includes bibliographies.