CA2129510A1 - Automatic Temporospatial Pattern Analysis and Prediction in a Telecommunications Network Using Rule Induction - Google Patents

Automatic Temporospatial Pattern Analysis and Prediction in a Telecommunications Network Using Rule Induction

Info

Publication number
CA2129510A1
CA2129510A1 CA2129510A CA2129510A CA2129510A1 CA 2129510 A1 CA2129510 A1 CA 2129510A1 CA 2129510 A CA2129510 A CA 2129510A CA 2129510 A CA2129510 A CA 2129510A CA 2129510 A1 CA2129510 A1 CA 2129510A1
Authority
CA
Canada
Prior art keywords
prediction
automatic
pattern analysis
telecommunications network
rule induction
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CA2129510A
Other languages
French (fr)
Other versions
CA2129510C (en
Inventor
Sasisekharan Raguram
V. Seshadri
Sholom M. Weiss
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
AT&T Corp
Original Assignee
Sasisekharan Raguram
V. Seshadri
Sholom M. Weiss
American Telephone And Telegraph Company
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Sasisekharan Raguram, V. Seshadri, Sholom M. Weiss, American Telephone And Telegraph Company filed Critical Sasisekharan Raguram
Publication of CA2129510A1 publication Critical patent/CA2129510A1/en
Application granted granted Critical
Publication of CA2129510C publication Critical patent/CA2129510C/en
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

Links

Classifications

    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04M—TELEPHONIC COMMUNICATION
    • H04M3/00—Automatic or semi-automatic exchanges
    • H04M3/22—Arrangements for supervision, monitoring or testing
    • H04M3/36—Statistical metering, e.g. recording occasions when traffic exceeds capacity of trunks
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04M—TELEPHONIC COMMUNICATION
    • H04M3/00—Automatic or semi-automatic exchanges
    • H04M3/22—Arrangements for supervision, monitoring or testing
    • H04M3/2254—Arrangements for supervision, monitoring or testing in networks
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04Q—SELECTING
    • H04Q3/00—Selecting arrangements
    • H04Q3/0016—Arrangements providing connection between exchanges
    • H04Q3/0062—Provisions for network management
    • H04Q3/0075—Fault management techniques
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04Q—SELECTING
    • H04Q3/00—Selecting arrangements
    • H04Q3/0016—Arrangements providing connection between exchanges
    • H04Q3/0062—Provisions for network management
    • H04Q3/0075—Fault management techniques
    • H04Q3/0079—Fault management techniques involving restoration of networks, e.g. disaster recovery, self-healing networks
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04Q—SELECTING
    • H04Q2213/00—Indexing scheme relating to selecting arrangements in general and for multiplex systems
    • H04Q2213/13521—Indexing scheme relating to selecting arrangements in general and for multiplex systems fault management
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04Q—SELECTING
    • H04Q2213/00—Indexing scheme relating to selecting arrangements in general and for multiplex systems
    • H04Q2213/13544—Indexing scheme relating to selecting arrangements in general and for multiplex systems modeling or simulation, particularly of networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Monitoring And Testing Of Exchanges (AREA)
  • Telephonic Communication Services (AREA)

Abstract

Automatic Temporospatial Pattern Analysis And Prediction In A Telecommunications Network Using Rule Induction Abstract A facility is provided for enhancing an operations support system so that, based on data generated as a result of an event occurring in an associatedtelecommunications network, the operations support system can predict the likelihood of the event occurring again in the network.
CA002129510A 1993-10-21 1994-08-04 Automatic temporospatial pattern analysis and prediction in a telecommunications network using rule induction Expired - Fee Related CA2129510C (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US14078093A 1993-10-21 1993-10-21
US140,780 1993-10-21

Publications (2)

Publication Number Publication Date
CA2129510A1 true CA2129510A1 (en) 1995-04-22
CA2129510C CA2129510C (en) 1999-04-13

Family

ID=22492762

Family Applications (1)

Application Number Title Priority Date Filing Date
CA002129510A Expired - Fee Related CA2129510C (en) 1993-10-21 1994-08-04 Automatic temporospatial pattern analysis and prediction in a telecommunications network using rule induction

Country Status (4)

Country Link
US (1) US5724263A (en)
EP (1) EP0650302A3 (en)
JP (1) JPH07183948A (en)
CA (1) CA2129510C (en)

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US5768284A (en) * 1995-12-29 1998-06-16 At&T Corp Monitoring of periodic patterns
JP3191707B2 (en) * 1996-12-20 2001-07-23 日本電気株式会社 Path switching device
US6336109B2 (en) * 1997-04-15 2002-01-01 Cerebrus Solutions Limited Method and apparatus for inducing rules from data classifiers
GB2337903B (en) * 1998-05-28 2000-06-07 3Com Corp Methods and apparatus for collecting storing processing and using network traffic data
GB2361327A (en) * 2000-04-11 2001-10-17 Mitel Corp Automatically executing instruction sets in response to network error logs
GB0008952D0 (en) 2000-04-12 2000-05-31 Mitel Corp Dynamic rule sets for generated logs
GB2361382A (en) * 2000-04-12 2001-10-17 Mitel Corp Tree hierarchy and description for generated logs
US6870900B1 (en) 2000-06-16 2005-03-22 Bellsouth Intellectual Property Corporation Proactive maintenance application
US6771739B1 (en) 2000-06-16 2004-08-03 Bellsouth Intellectual Property Corporation Pressure alarms and reports system module for proactive maintenance application
US7050547B1 (en) 2000-06-16 2006-05-23 Bellsouth Intellectual Property Corporation Digital loop carrier module for proactive maintenance application
US7409356B1 (en) 2000-06-21 2008-08-05 Applied Systems Intelligence, Inc. Method and system for intelligent supply chain collaboration
WO2001099010A1 (en) * 2000-06-21 2001-12-27 Applied Systems Intelligence, Inc. Method and system for providing an intelligent goal-oriented user interface to data and services
US6751661B1 (en) 2000-06-22 2004-06-15 Applied Systems Intelligence, Inc. Method and system for providing intelligent network management
US6892192B1 (en) 2000-06-22 2005-05-10 Applied Systems Intelligence, Inc. Method and system for dynamic business process management using a partial order planner
AU2002230506A1 (en) * 2000-11-30 2002-06-11 Bellsouth Intellectual Property Corporation Proactive maintenance application
US6838986B2 (en) * 2001-09-25 2005-01-04 Koninklijke Philips Electronics N.V. Notification of use of network-enabled device
US7899893B2 (en) 2002-05-01 2011-03-01 At&T Intellectual Property I, L.P. System and method for proactive management of a communication network through monitoring a user network interface
US6983401B2 (en) * 2002-05-01 2006-01-03 Bellsouth Intellectual Property Corporation System and method for generating a chronic circuit report for use in proactive maintenance of a communication network
CN100393048C (en) * 2006-01-13 2008-06-04 武汉大学 Method for building network fault diagnosis rule base
US8205116B2 (en) * 2009-02-18 2012-06-19 At&T Intellectual Property I, L.P. Common chronics resolution management
US9122995B2 (en) 2011-03-15 2015-09-01 Microsoft Technology Licensing, Llc Classification of stream-based data using machine learning
EP3058679B1 (en) 2013-10-18 2018-10-03 Telefonaktiebolaget LM Ericsson (publ) Alarm prediction in a telecommunication network
CN106202420A (en) * 2016-07-12 2016-12-07 中国石油大学(华东) A kind of method for building up of outcrop knowledge base

Family Cites Families (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4769761A (en) * 1986-10-09 1988-09-06 International Business Machines Corporation Apparatus and method for isolating and predicting errors in a local area network
US4872122A (en) * 1987-06-19 1989-10-03 University Of Pennsylvania Interactive statistical system and method for predicting expert decisions
US5261086A (en) * 1987-10-26 1993-11-09 Nec Corporation Performance analyzing and diagnosing system for computer systems
US5179634A (en) * 1989-04-14 1993-01-12 Omron Corporation System for synthesizing new fuzzy rule sets from existing fuzzy rule sets
JP2507593B2 (en) * 1989-04-25 1996-06-12 株式会社東芝 Inference method
US5107497A (en) * 1989-07-28 1992-04-21 At&T Bell Laboratories Technique for producing an expert system for system fault diagnosis
JP2978184B2 (en) * 1989-10-06 1999-11-15 株式会社日立製作所 Control rule creation device
US5063523A (en) * 1989-11-16 1991-11-05 Racal Data Communications Inc. Network management system with event rule handling
US5159685A (en) * 1989-12-06 1992-10-27 Racal Data Communications Inc. Expert system for communications network
US5282261A (en) * 1990-08-03 1994-01-25 E. I. Du Pont De Nemours And Co., Inc. Neural network process measurement and control
US5243543A (en) * 1991-01-17 1993-09-07 Hewlett-Packard Company Remote LAN segment traffic monitor
JPH06508702A (en) * 1991-03-04 1994-09-29 インファランス・コーポレイション Case-based reasoning system
DE69225822T2 (en) * 1991-03-12 1998-10-08 Hewlett Packard Co Diagnostic method of data communication networks based on hypotheses and conclusions
EP0506038A3 (en) * 1991-03-27 1995-02-15 Toyoda Machine Works Ltd Processing apparatus having rule base
JP3076399B2 (en) * 1991-06-12 2000-08-14 松下電器産業株式会社 Automatic generation of fuzzy inference rules
JP3184243B2 (en) * 1991-06-20 2001-07-09 株式会社日立製作所 Knowledge acquisition support system in expert system
JP2605505B2 (en) * 1991-07-04 1997-04-30 株式会社日立製作所 Process operation support rule acquisition system, process operation support system, process operation control system, and process operation support rule acquisition method

Also Published As

Publication number Publication date
US5724263A (en) 1998-03-03
JPH07183948A (en) 1995-07-21
EP0650302A3 (en) 1997-10-01
EP0650302A2 (en) 1995-04-26
CA2129510C (en) 1999-04-13

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