WO2002045315A3 - Method and system for predicting causes of network service outages using time domain correlation - Google Patents

Method and system for predicting causes of network service outages using time domain correlation Download PDF

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Publication number
WO2002045315A3
WO2002045315A3 PCT/US2001/043140 US0143140W WO0245315A3 WO 2002045315 A3 WO2002045315 A3 WO 2002045315A3 US 0143140 W US0143140 W US 0143140W WO 0245315 A3 WO0245315 A3 WO 0245315A3
Authority
WO
WIPO (PCT)
Prior art keywords
service
predicting
causes
time domain
outages
Prior art date
Application number
PCT/US2001/043140
Other languages
French (fr)
Other versions
WO2002045315A2 (en
Inventor
David Herring
John D Carroll
Rehan O'grady
Neil Coleman
Felix Marks
Original Assignee
Micromuse Inc
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 Micromuse Inc filed Critical Micromuse Inc
Priority to AU1666002A priority Critical patent/AU1666002A/en
Priority to GB0315055A priority patent/GB2387066B/en
Priority to DE10196984T priority patent/DE10196984T1/en
Priority to AU2002216660A priority patent/AU2002216660B2/en
Publication of WO2002045315A2 publication Critical patent/WO2002045315A2/en
Publication of WO2002045315A3 publication Critical patent/WO2002045315A3/en

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0283—Price estimation or determination
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/06—Management of faults, events, alarms or notifications
    • H04L41/0631—Management of faults, events, alarms or notifications using root cause analysis; using analysis of correlation between notifications, alarms or events based on decision criteria, e.g. hierarchy, tree or time analysis
    • H04L41/064—Management of faults, events, alarms or notifications using root cause analysis; using analysis of correlation between notifications, alarms or events based on decision criteria, e.g. hierarchy, tree or time analysis involving time analysis
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/14—Network analysis or design
    • H04L41/147—Network analysis or design for predicting network behaviour
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/50—Network service management, e.g. ensuring proper service fulfilment according to agreements
    • H04L41/5003—Managing SLA; Interaction between SLA and QoS
    • H04L41/5019—Ensuring fulfilment of SLA
    • H04L41/5025—Ensuring fulfilment of SLA by proactively reacting to service quality change, e.g. by reconfiguration after service quality degradation or upgrade
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H04L43/10—Active monitoring, e.g. heartbeat, ping or trace-route
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/20—Network management software packages
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/50—Network service management, e.g. ensuring proper service fulfilment according to agreements
    • H04L41/5003—Managing SLA; Interaction between SLA and QoS
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
    • H04L43/0805—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters by checking availability
    • H04L43/0817—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters by checking availability by checking functioning
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H04L43/10—Active monitoring, e.g. heartbeat, ping or trace-route
    • H04L43/106—Active monitoring, e.g. heartbeat, ping or trace-route using time related information in packets, e.g. by adding timestamps

Abstract

Methods and systems are described for predicting the likely causes of service outages using only time information, and for predicting the likely costs of service outages. The likely causes are found by defining a narrow likely cause window around an outage based on service quality (10) and/or service usage data (12) and correlating service events to the likely cause window in the time domain to find a probability distribution for the events. The likely costs are found by measuring usage loss and duration for a given point during anoutage and using cost component functions of the time and usage to extrapolate over the outage. These cause and cost predictions supply service administrators with tools for making more informed decisions about allocation of resources in preventing and correcting service outages.
PCT/US2001/043140 2000-11-28 2001-11-21 Method and system for predicting causes of network service outages using time domain correlation WO2002045315A2 (en)

Priority Applications (4)

Application Number Priority Date Filing Date Title
AU1666002A AU1666002A (en) 2000-11-28 2001-11-21 Method and system for predicting causes of network service outages using time domain correlation
GB0315055A GB2387066B (en) 2000-11-28 2001-11-21 Method and system for predicting causes of network service outages using time domain correlation
DE10196984T DE10196984T1 (en) 2000-11-28 2001-11-21 Method and system for predicting causes of network service outages using time-domain correlation
AU2002216660A AU2002216660B2 (en) 2000-11-28 2001-11-21 Method and system for predicting causes of network service outages using time domain correlation

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US09/724,025 US7383191B1 (en) 2000-11-28 2000-11-28 Method and system for predicting causes of network service outages using time domain correlation
US09/724,025 2000-11-28

Publications (2)

Publication Number Publication Date
WO2002045315A2 WO2002045315A2 (en) 2002-06-06
WO2002045315A3 true WO2002045315A3 (en) 2003-03-06

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2001/043140 WO2002045315A2 (en) 2000-11-28 2001-11-21 Method and system for predicting causes of network service outages using time domain correlation

Country Status (5)

Country Link
US (3) US7383191B1 (en)
AU (2) AU1666002A (en)
DE (1) DE10196984T1 (en)
GB (1) GB2387066B (en)
WO (1) WO2002045315A2 (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9083609B2 (en) 2007-09-26 2015-07-14 Nicira, Inc. Network operating system for managing and securing networks
US9491564B1 (en) 2009-01-28 2016-11-08 Headwater Partners I Llc Mobile device and method with secure network messaging for authorized components
US10171990B2 (en) 2009-01-28 2019-01-01 Headwater Research Llc Service selection set publishing to device agent with on-device service selection

Families Citing this family (126)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7383191B1 (en) * 2000-11-28 2008-06-03 International Business Machines Corporation Method and system for predicting causes of network service outages using time domain correlation
US20030172010A1 (en) * 2002-03-08 2003-09-11 Agile Software Corporation System and method for analyzing data
US7788722B1 (en) 2002-12-02 2010-08-31 Arcsight, Inc. Modular agent for network security intrusion detection system
US8176527B1 (en) 2002-12-02 2012-05-08 Hewlett-Packard Development Company, L. P. Correlation engine with support for time-based rules
US7607169B1 (en) 2002-12-02 2009-10-20 Arcsight, Inc. User interface for network security console
US7650638B1 (en) 2002-12-02 2010-01-19 Arcsight, Inc. Network security monitoring system employing bi-directional communication
US7899901B1 (en) 2002-12-02 2011-03-01 Arcsight, Inc. Method and apparatus for exercising and debugging correlations for network security system
US7376969B1 (en) 2002-12-02 2008-05-20 Arcsight, Inc. Real time monitoring and analysis of events from multiple network security devices
US7219239B1 (en) 2002-12-02 2007-05-15 Arcsight, Inc. Method for batching events for transmission by software agent
US7260844B1 (en) 2003-09-03 2007-08-21 Arcsight, Inc. Threat detection in a network security system
GB0322741D0 (en) * 2003-09-29 2003-10-29 Nortel Networks Ltd Structured probable causes for management systems and network devices and their exploitation
US9027120B1 (en) 2003-10-10 2015-05-05 Hewlett-Packard Development Company, L.P. Hierarchical architecture in a network security system
US8015604B1 (en) 2003-10-10 2011-09-06 Arcsight Inc Hierarchical architecture in a network security system
US7333999B1 (en) 2003-10-30 2008-02-19 Arcsight, Inc. Expression editor
US20050096953A1 (en) * 2003-11-01 2005-05-05 Ge Medical Systems Global Technology Co., Llc Methods and apparatus for predictive service for information technology resource outages
JP2007511989A (en) * 2003-11-19 2007-05-10 ハネウェル・インターナショナル・インコーポレーテッド Confinement of communication failure by indirect detection
US7565696B1 (en) 2003-12-10 2009-07-21 Arcsight, Inc. Synchronizing network security devices within a network security system
US8862570B1 (en) 2004-03-02 2014-10-14 Rockstar Consortium Us Lp Method and apparatus for open management of multi-media services
US8528077B1 (en) 2004-04-09 2013-09-03 Hewlett-Packard Development Company, L.P. Comparing events from multiple network security devices
US7509677B2 (en) 2004-05-04 2009-03-24 Arcsight, Inc. Pattern discovery in a network security system
US20060072707A1 (en) * 2004-09-30 2006-04-06 International Business Machines Corporation Method and apparatus for determining impact of faults on network service
US7424742B1 (en) 2004-10-27 2008-09-09 Arcsight, Inc. Dynamic security events and event channels in a network security system
US9100422B1 (en) 2004-10-27 2015-08-04 Hewlett-Packard Development Company, L.P. Network zone identification in a network security system
US7644438B1 (en) 2004-10-27 2010-01-05 Arcsight, Inc. Security event aggregation at software agent
US20060136986A1 (en) * 2004-12-17 2006-06-22 Doolittle Robert W Enterprise security monitoring system and method
US7809131B1 (en) 2004-12-23 2010-10-05 Arcsight, Inc. Adjusting sensor time in a network security system
US7647632B1 (en) 2005-01-04 2010-01-12 Arcsight, Inc. Object reference in a system
US8850565B2 (en) 2005-01-10 2014-09-30 Hewlett-Packard Development Company, L.P. System and method for coordinating network incident response activities
US7844999B1 (en) 2005-03-01 2010-11-30 Arcsight, Inc. Message parsing in a network security system
US7689455B2 (en) * 2005-04-07 2010-03-30 Olista Ltd. Analyzing and detecting anomalies in data records using artificial intelligence
JP4626852B2 (en) * 2005-07-11 2011-02-09 日本電気株式会社 Communication network failure detection system, communication network failure detection method, and failure detection program
US7609825B2 (en) * 2005-07-11 2009-10-27 At&T Intellectual Property I, L.P. Method and apparatus for automated billing and crediting of customer accounts
US7437359B2 (en) 2006-04-05 2008-10-14 Arcsight, Inc. Merging multiple log entries in accordance with merge properties and mapping properties
US7779101B1 (en) * 2006-06-27 2010-08-17 Emc Corporation Method and apparatus for mapping and identifying the root causes of performance problems in network-based services
US8230051B1 (en) 2006-06-27 2012-07-24 Emc Corporation Method and apparatus for mapping and identifying resources for network-based services
KR100840129B1 (en) * 2006-11-16 2008-06-20 삼성에스디에스 주식회사 System and method for management of performance fault using statistical analysis
US9088518B2 (en) * 2007-01-25 2015-07-21 Hewlett-Packard Development Company, L.P. Web services and telecom network management unification
US7853417B2 (en) * 2007-01-30 2010-12-14 Silver Spring Networks, Inc. Methods and system for utility network outage detection
US20080209030A1 (en) * 2007-02-28 2008-08-28 Microsoft Corporation Mining Web Logs to Debug Wide-Area Connectivity Problems
US20080306804A1 (en) * 2007-06-06 2008-12-11 Opdycke Thomas C Systems for scheduling marketing campaigns in public places in order to enable measurement and optimization of audience response
US20090089325A1 (en) * 2007-09-28 2009-04-02 Rockwell Automation Technologies, Inc. Targeted resource allocation
US8013738B2 (en) 2007-10-04 2011-09-06 Kd Secure, Llc Hierarchical storage manager (HSM) for intelligent storage of large volumes of data
US7382244B1 (en) 2007-10-04 2008-06-03 Kd Secure Video surveillance, storage, and alerting system having network management, hierarchical data storage, video tip processing, and vehicle plate analysis
US20090144214A1 (en) * 2007-12-04 2009-06-04 Aditya Desaraju Data Processing System And Method
US10607454B2 (en) * 2007-12-20 2020-03-31 Ncr Corporation Device management portal, system and method
US7808888B2 (en) * 2008-02-25 2010-10-05 Cisco Technology, Inc. Network fault correlation in multi-route configuration scenarios
US8548428B2 (en) 2009-01-28 2013-10-01 Headwater Partners I Llc Device group partitions and settlement platform
US8832777B2 (en) 2009-03-02 2014-09-09 Headwater Partners I Llc Adapting network policies based on device service processor configuration
US8275830B2 (en) 2009-01-28 2012-09-25 Headwater Partners I Llc Device assisted CDR creation, aggregation, mediation and billing
US8589541B2 (en) 2009-01-28 2013-11-19 Headwater Partners I Llc Device-assisted services for protecting network capacity
US8406748B2 (en) 2009-01-28 2013-03-26 Headwater Partners I Llc Adaptive ambient services
US8635335B2 (en) 2009-01-28 2014-01-21 Headwater Partners I Llc System and method for wireless network offloading
US8346225B2 (en) 2009-01-28 2013-01-01 Headwater Partners I, Llc Quality of service for device assisted services
US8626115B2 (en) 2009-01-28 2014-01-07 Headwater Partners I Llc Wireless network service interfaces
US8402111B2 (en) 2009-01-28 2013-03-19 Headwater Partners I, Llc Device assisted services install
US8631117B2 (en) * 2008-08-19 2014-01-14 Vmware, Inc. System and method for correlating fingerprints for automated intelligence
US20100057519A1 (en) * 2008-08-27 2010-03-04 Chitra Dorai System and method for assigning service requests with due date dependent penalties
CA2737153C (en) * 2008-09-15 2015-01-06 Aclara Power-Line Systems Inc. A method for load control using temporal measurements of energy for individual pieces of equipment
US8441516B2 (en) * 2008-10-07 2013-05-14 Cisco Technology, Inc. Service level view of audiovisual conference systems
US9755842B2 (en) 2009-01-28 2017-09-05 Headwater Research Llc Managing service user discovery and service launch object placement on a device
US10492102B2 (en) 2009-01-28 2019-11-26 Headwater Research Llc Intermediate networking devices
US9647918B2 (en) 2009-01-28 2017-05-09 Headwater Research Llc Mobile device and method attributing media services network usage to requesting application
US10326800B2 (en) 2009-01-28 2019-06-18 Headwater Research Llc Wireless network service interfaces
US10484858B2 (en) 2009-01-28 2019-11-19 Headwater Research Llc Enhanced roaming services and converged carrier networks with device assisted services and a proxy
US9578182B2 (en) 2009-01-28 2017-02-21 Headwater Partners I Llc Mobile device and service management
US10798252B2 (en) 2009-01-28 2020-10-06 Headwater Research Llc System and method for providing user notifications
US9955332B2 (en) 2009-01-28 2018-04-24 Headwater Research Llc Method for child wireless device activation to subscriber account of a master wireless device
US9351193B2 (en) 2009-01-28 2016-05-24 Headwater Partners I Llc Intermediate networking devices
US8793758B2 (en) 2009-01-28 2014-07-29 Headwater Partners I Llc Security, fraud detection, and fraud mitigation in device-assisted services systems
US9557889B2 (en) 2009-01-28 2017-01-31 Headwater Partners I Llc Service plan design, user interfaces, application programming interfaces, and device management
US9565707B2 (en) 2009-01-28 2017-02-07 Headwater Partners I Llc Wireless end-user device with wireless data attribution to multiple personas
US10779177B2 (en) 2009-01-28 2020-09-15 Headwater Research Llc Device group partitions and settlement platform
US9706061B2 (en) 2009-01-28 2017-07-11 Headwater Partners I Llc Service design center for device assisted services
US9392462B2 (en) 2009-01-28 2016-07-12 Headwater Partners I Llc Mobile end-user device with agent limiting wireless data communication for specified background applications based on a stored policy
US9858559B2 (en) 2009-01-28 2018-01-02 Headwater Research Llc Network service plan design
US9954975B2 (en) 2009-01-28 2018-04-24 Headwater Research Llc Enhanced curfew and protection associated with a device group
US10200541B2 (en) 2009-01-28 2019-02-05 Headwater Research Llc Wireless end-user device with divided user space/kernel space traffic policy system
US10248996B2 (en) 2009-01-28 2019-04-02 Headwater Research Llc Method for operating a wireless end-user device mobile payment agent
US10841839B2 (en) 2009-01-28 2020-11-17 Headwater Research Llc Security, fraud detection, and fraud mitigation in device-assisted services systems
US10783581B2 (en) 2009-01-28 2020-09-22 Headwater Research Llc Wireless end-user device providing ambient or sponsored services
US10064055B2 (en) 2009-01-28 2018-08-28 Headwater Research Llc Security, fraud detection, and fraud mitigation in device-assisted services systems
US9980146B2 (en) 2009-01-28 2018-05-22 Headwater Research Llc Communications device with secure data path processing agents
US8745191B2 (en) 2009-01-28 2014-06-03 Headwater Partners I Llc System and method for providing user notifications
US10264138B2 (en) 2009-01-28 2019-04-16 Headwater Research Llc Mobile device and service management
US10715342B2 (en) 2009-01-28 2020-07-14 Headwater Research Llc Managing service user discovery and service launch object placement on a device
US10057775B2 (en) 2009-01-28 2018-08-21 Headwater Research Llc Virtualized policy and charging system
US11218854B2 (en) 2009-01-28 2022-01-04 Headwater Research Llc Service plan design, user interfaces, application programming interfaces, and device management
US9270559B2 (en) 2009-01-28 2016-02-23 Headwater Partners I Llc Service policy implementation for an end-user device having a control application or a proxy agent for routing an application traffic flow
US10237757B2 (en) 2009-01-28 2019-03-19 Headwater Research Llc System and method for wireless network offloading
US9571559B2 (en) 2009-01-28 2017-02-14 Headwater Partners I Llc Enhanced curfew and protection associated with a device group
US20100280861A1 (en) * 2009-04-30 2010-11-04 Lars Rossen Service Level Agreement Negotiation and Associated Methods
US8856020B2 (en) * 2010-02-23 2014-10-07 Telefonica, S.A. Method for optimizing the consumption of a telecommunications service
US8898287B2 (en) * 2010-02-24 2014-11-25 Salesforce.Com, Inc. System, method and computer program product for monitoring data activity utilizing a shared data store
US7920983B1 (en) 2010-03-04 2011-04-05 TaKaDu Ltd. System and method for monitoring resources in a water utility network
EP3297232B1 (en) * 2010-05-25 2019-07-10 Headwater Research LLC Device-assisted services for protecting network capacity
JP5850470B2 (en) * 2010-05-25 2016-02-03 ヘッドウォーター パートナーズ Ｉ エルエルシーＨｅａｄｗａｔｅｒ Ｐａｒｔｎｅｒｓ Ｉ Ｌｌｃ Device support service to protect network capacity
CN103069748B (en) * 2010-08-06 2018-04-10 英派尔科技开发有限公司 Communication network monitors
US8819713B1 (en) * 2010-11-30 2014-08-26 The Directv Group, Inc. Method and system for collecting client usage data for a user device
US8595565B1 (en) 2010-12-15 2013-11-26 The Boeing Company Methods and systems for optimizing information technology costs based on outage costs
EP2469757A1 (en) * 2010-12-24 2012-06-27 British Telecommunications Public Limited Company Communications network management
EP2469756A1 (en) 2010-12-24 2012-06-27 British Telecommunications Public Limited Company Communications network management
US9521205B1 (en) 2011-08-01 2016-12-13 Google Inc. Analyzing changes in web analytics metrics
US20120053983A1 (en) * 2011-08-03 2012-03-01 Sameer Vittal Risk management system for use with service agreements
US8341106B1 (en) 2011-12-07 2012-12-25 TaKaDu Ltd. System and method for identifying related events in a resource network monitoring system
WO2013102153A1 (en) * 2011-12-30 2013-07-04 Rev2 Networks, Inc. Automated network disturbance prediction system method & apparatus
US9053519B2 (en) 2012-02-13 2015-06-09 TaKaDu Ltd. System and method for analyzing GIS data to improve operation and monitoring of water distribution networks
US8935561B2 (en) * 2012-02-23 2015-01-13 City University Of Hong Kong Progressive network recovery
US10242414B2 (en) 2012-06-12 2019-03-26 TaKaDu Ltd. Method for locating a leak in a fluid network
US20130339515A1 (en) * 2012-06-13 2013-12-19 International Business Machines Corporation Network service functionality monitor and controller
US9210600B1 (en) * 2012-09-07 2015-12-08 Sprint Communications Company L.P. Wireless network performance analysis system and method
WO2014159862A1 (en) 2013-03-14 2014-10-02 Headwater Partners I Llc Automated credential porting for mobile devices
DE102013010205A1 (en) 2013-06-20 2014-12-24 Axel Springer Ag Error detection and localization in network services
US9432865B1 (en) 2013-12-19 2016-08-30 Sprint Communications Company L.P. Wireless cell tower performance analysis system and method
US10123223B1 (en) 2014-01-30 2018-11-06 Sprint Communications Company L.P. System and method for evaluating operational integrity of a radio access network
US10073726B2 (en) * 2014-09-02 2018-09-11 Microsoft Technology Licensing, Llc Detection of outage in cloud based service using usage data based error signals
US10277487B2 (en) 2015-10-09 2019-04-30 Google Llc Systems and methods for maintaining network service levels
US10158522B2 (en) * 2016-12-29 2018-12-18 Nokia Of America Corporation Network monitor and method for event based prediction of radio network outages and their root cause
US10310933B2 (en) * 2017-01-13 2019-06-04 Bank Of America Corporation Near real-time system or network incident detection
US10558648B2 (en) 2017-05-23 2020-02-11 International Business Machines Corporation Service outage time reduction for a planned event in a system
CN107368939B (en) * 2017-06-06 2021-07-06 蔚来(安徽)控股有限公司 Method and device for determining service capability of charging and switching facility unit group
WO2019017879A1 (en) * 2017-07-17 2019-01-24 Hewlett-Packard Development Company, L.P. Activity detection based on time difference metrics
WO2019024987A1 (en) * 2017-08-01 2019-02-07 Telefonaktiebolaget Lm Ericsson (Publ) Optimizing cell outage mitigation in a communications network
US10769009B2 (en) * 2018-03-21 2020-09-08 International Business Machines Corporation Root cause analysis for correlated development and operations data
WO2020123415A1 (en) * 2018-12-09 2020-06-18 Promptlink Communications, Inc. Network management
JP7113238B2 (en) * 2018-12-28 2022-08-05 パナソニックＩｐマネジメント株式会社 Electronic controllers, electronic control systems and programs
US11856014B2 (en) * 2021-04-23 2023-12-26 Capital One Services, Llc Anomaly detection in computing computing system events

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5132920A (en) * 1988-02-16 1992-07-21 Westinghouse Electric Corp. Automated system to prioritize repair of plant equipment
US5748098A (en) * 1993-02-23 1998-05-05 British Telecommunications Public Limited Company Event correlation
US5872911A (en) * 1995-12-29 1999-02-16 Mci Communications Corporations Method and system of service impact analysis in a communications network
US6012152A (en) * 1996-11-27 2000-01-04 Telefonaktiebolaget Lm Ericsson (Publ) Software fault management system
US6219805B1 (en) * 1998-09-15 2001-04-17 Nortel Networks Limited Method and system for dynamic risk assessment of software systems

Family Cites Families (113)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3855456A (en) 1972-11-22 1974-12-17 Ebasco Serv Monitor and results computer system
US3906454A (en) 1973-05-18 1975-09-16 Bell Telephone Labor Inc Computer monitoring system
US4135662A (en) 1977-06-15 1979-01-23 Pitney-Bowes, Inc. Operator prompting system
US4545013A (en) 1979-01-29 1985-10-01 Infinet Inc. Enhanced communications network testing and control system
JPS5685507A (en) 1979-12-17 1981-07-11 Hitachi Ltd Monitoring method of performance of steam turbine plant
US4438494A (en) 1981-08-25 1984-03-20 Intel Corporation Apparatus of fault-handling in a multiprocessing system
US4503535A (en) 1982-06-30 1985-03-05 Intel Corporation Apparatus for recovery from failures in a multiprocessing system
US4503534A (en) 1982-06-30 1985-03-05 Intel Corporation Apparatus for redundant operation of modules in a multiprocessing system
US4622545A (en) 1982-09-30 1986-11-11 Apple Computer, Inc. Method and apparatus for image compression and manipulation
US4585975A (en) 1983-04-21 1986-04-29 Tektronix, Inc. High speed Boolean logic trigger oscilloscope vertical amplifier with edge sensitivity and nested trigger
US4634110A (en) 1983-07-28 1987-01-06 Harris Corporation Fault detection and redundancy management system
US4568909A (en) 1983-12-19 1986-02-04 United Technologies Corporation Remote elevator monitoring system
US4517468A (en) 1984-04-30 1985-05-14 Westinghouse Electric Corp. Diagnostic system and method
US4648044A (en) 1984-06-06 1987-03-03 Teknowledge, Inc. Basic expert system tool
US4591983A (en) 1984-07-09 1986-05-27 Teknowledge, Inc. Hierarchical knowledge system
US4727545A (en) 1986-09-02 1988-02-23 Digital Equipment Corporation Method and apparatus for isolating faults in a digital logic circuit
US4932026A (en) 1986-12-19 1990-06-05 Wang Laboratories, Inc. Apparatus for distributing data processing across a plurality of loci of control
US4805107A (en) 1987-04-15 1989-02-14 Allied-Signal Inc. Task scheduler for a fault tolerant multiple node processing system
US4823345A (en) 1987-06-15 1989-04-18 International Business Machines Corp. Method and apparatus for communication network alert record identification
JPH0786833B2 (en) 1987-06-26 1995-09-20 株式会社日立製作所 Knowledge-based management system
US4817092A (en) 1987-10-05 1989-03-28 International Business Machines Threshold alarms for processing errors in a multiplex communications system
US4881230A (en) 1987-10-05 1989-11-14 Ibm Corporation Expert system for processing errors in a multiplex communications system
US4866712A (en) 1988-02-19 1989-09-12 Bell Communications Research, Inc. Methods and apparatus for fault recovery
US5133075A (en) 1988-12-19 1992-07-21 Hewlett-Packard Company Method of monitoring changes in attribute values of object in an object-oriented database
US5109486A (en) 1989-01-06 1992-04-28 Motorola, Inc. Distributed computer system with network and resource status monitoring
US5107494A (en) * 1989-04-20 1992-04-21 Motorola, Inc. Method and apparatus for communicating an information signal having dynamically varying quality
US5125091A (en) 1989-06-08 1992-06-23 Hazox Corporation Object oriented control of real-time processing
US5315502A (en) * 1989-06-09 1994-05-24 Mitsubishi Denki Kabushiki Kaisha Plant operation support apparatus and method using expert systems
US5107497A (en) 1989-07-28 1992-04-21 At&T Bell Laboratories Technique for producing an expert system for system fault diagnosis
US5123017A (en) 1989-09-29 1992-06-16 The United States Of America As Represented By The Administrator Of The National Aeronautics And Space Administration Remote maintenance monitoring system
US5247517A (en) 1989-10-20 1993-09-21 Novell, Inc. Method and apparatus for analyzing networks
US5159685A (en) 1989-12-06 1992-10-27 Racal Data Communications Inc. Expert system for communications network
JP2810171B2 (en) 1989-12-18 1998-10-15 株式会社日立製作所 Network system and network management method applying the same
US5559955A (en) 1990-09-17 1996-09-24 Cabletron Systems, Inc. Method and apparatus for monitoring the status of non-pollable device in a computer network
EP0737921B1 (en) 1990-09-17 2000-06-28 Cabletron Systems, Inc. System and method for modelling a computer network
US5722427A (en) 1993-05-10 1998-03-03 Eyesys Technologies, Inc. Method of refractive surgery
US5751933A (en) 1990-09-17 1998-05-12 Dev; Roger H. System for determining the status of an entity in a computer network
US5261044A (en) 1990-09-17 1993-11-09 Cabletron Systems, Inc. Network management system using multifunction icons for information display
US5727157A (en) 1990-09-17 1998-03-10 Cabletron Systems, Inc. Apparatus and method for determining a computer network topology
US5295244A (en) 1990-09-17 1994-03-15 Cabletron Systems, Inc. Network management system using interconnected hierarchies to represent different network dimensions in multiple display views
US5214653A (en) 1990-10-22 1993-05-25 Harris Corporation Fault finder expert system
US5293629A (en) 1990-11-30 1994-03-08 Abraxas Software, Inc. Method of analyzing computer source code
US5325518A (en) 1991-04-02 1994-06-28 Carnegie Mellon University Adaptive distributed system and method for fault tolerance
US5774377A (en) 1991-07-30 1998-06-30 Hewlett-Packard Company Method and apparatus for monitoring a subsystem within a distributed system for providing an archive of events within a certain time of a trap condition
US5179556A (en) 1991-08-02 1993-01-12 Washington University Bandwidth management and congestion control scheme for multicast ATM networks
US5321837A (en) 1991-10-11 1994-06-14 International Business Machines Corporation Event handling mechanism having a process and an action association process
US5309448A (en) 1992-01-03 1994-05-03 International Business Machines Corporation Methods and systems for alarm correlation and fault localization in communication networks
US5383178A (en) 1992-03-26 1995-01-17 Hewlett-Packard Company Network commentator
US5495470A (en) 1992-04-02 1996-02-27 Applied Digital Access, Inc. Alarm correlation system for a telephone network
US5819028A (en) 1992-06-10 1998-10-06 Bay Networks, Inc. Method and apparatus for determining the health of a network
GB9303640D0 (en) 1993-02-23 1993-04-07 British Telecomm Object-oriented correlation
US5666481A (en) 1993-02-26 1997-09-09 Cabletron Systems, Inc. Method and apparatus for resolving faults in communications networks
US5375070A (en) 1993-03-01 1994-12-20 International Business Machines Corporation Information collection architecture and method for a data communications network
US6049792A (en) * 1993-03-19 2000-04-11 Ricoh Company Limited Automatic invocation of computational resources without user intervention across a network
US5557747A (en) 1993-06-22 1996-09-17 Rogers; Lawrence D. Network policy implementation system for performing network control operations in response to changes in network state
US5432934A (en) 1993-07-26 1995-07-11 Gensym Corporation Access restrictions as a means of configuring a user interface and making an application secure
WO1995008886A1 (en) 1993-09-20 1995-03-30 Cabletron Systems, Inc. Communications network management system and method, using fuzzy logic
US5485455A (en) 1994-01-28 1996-01-16 Cabletron Systems, Inc. Network having secure fast packet switching and guaranteed quality of service
US5528516A (en) 1994-05-25 1996-06-18 System Management Arts, Inc. Apparatus and method for event correlation and problem reporting
US5483637A (en) 1994-06-27 1996-01-09 International Business Machines Corporation Expert based system and method for managing error events in a local area network
NL9401155A (en) * 1994-07-12 1996-02-01 Hadewe Bv Mail processing system with diagnostic facilities.
WO1996013107A1 (en) 1994-10-25 1996-05-02 Cabletron Systems, Inc. Method and apparatus for automatically populating a network simulator tool
US5675741A (en) 1994-10-25 1997-10-07 Cabletron Systems, Inc. Method and apparatus for determining a communications path between two nodes in an Internet Protocol (IP) network
US5980984A (en) 1994-11-04 1999-11-09 The Regents Of The University Of California Method for sealing remote leaks in an enclosure using an aerosol
US6006016A (en) 1994-11-10 1999-12-21 Bay Networks, Inc. Network fault correlation
US5748781A (en) 1995-01-04 1998-05-05 Cabletron Systems, Inc. Method and apparatus for digital data compression
US5627819A (en) 1995-01-09 1997-05-06 Cabletron Systems, Inc. Use of multipoint connection services to establish call-tapping points in a switched network
US5706436A (en) 1995-02-01 1998-01-06 Cabletron Systems, Inc. Apparatus and method for evaluation network traffic performance
US6209033B1 (en) * 1995-02-01 2001-03-27 Cabletron Systems, Inc. Apparatus and method for network capacity evaluation and planning
DE69607324T2 (en) 1995-02-02 2000-08-24 Cabletron Systems Inc METHOD AND ARRANGEMENT FOR LEARNING BEHAVIOR TRENDS OF NETWORKS AND FORECASTING THE FUTURE BEHAVIOR OF DATA TRANSFER NETWORKS
US5832503A (en) 1995-02-24 1998-11-03 Cabletron Systems, Inc. Method and apparatus for configuration management in communications networks
US5872928A (en) * 1995-02-24 1999-02-16 Cabletron Systems, Inc. Method and apparatus for defining and enforcing policies for configuration management in communications networks
US5777549A (en) * 1995-03-29 1998-07-07 Cabletron Systems, Inc. Method and apparatus for policy-based alarm notification in a distributed network management environment
US6255943B1 (en) * 1995-03-29 2001-07-03 Cabletron Systems, Inc. Method and apparatus for distributed object filtering
US5696486A (en) 1995-03-29 1997-12-09 Cabletron Systems, Inc. Method and apparatus for policy-based alarm notification in a distributed network management environment
US6421719B1 (en) * 1995-05-25 2002-07-16 Aprisma Management Technologies, Inc. Method and apparatus for reactive and deliberative configuration management
US5889953A (en) 1995-05-25 1999-03-30 Cabletron Systems, Inc. Policy management and conflict resolution in computer networks
US6381639B1 (en) * 1995-05-25 2002-04-30 Aprisma Management Technologies, Inc. Policy management and conflict resolution in computer networks
US5649103A (en) 1995-07-13 1997-07-15 Cabletron Systems, Inc. Method and apparatus for managing multiple server requests and collating reponses
US5764955A (en) 1995-10-19 1998-06-09 Oasys Group, Inc. Gateway for using legacy telecommunications network element equipment with a common management information protocol
US5590120A (en) 1995-10-31 1996-12-31 Cabletron Systems, Inc. Port-link configuration tracking method and apparatus
US5793362A (en) * 1995-12-04 1998-08-11 Cabletron Systems, Inc. Configurations tracking system using transition manager to evaluate votes to determine possible connections between ports in a communications network in accordance with transition tables
US5949759A (en) 1995-12-20 1999-09-07 International Business Machines Corporation Fault correlation system and method in packet switching networks
US5734642A (en) 1995-12-22 1998-03-31 Cabletron Systems, Inc. Method and apparatus for network synchronization
US5761502A (en) 1995-12-29 1998-06-02 Mci Corporation System and method for managing a telecommunications network by associating and correlating network events
US6233623B1 (en) * 1996-01-11 2001-05-15 Cabletron Systems, Inc. Replicated resource management system for managing resources in a distributed application and maintaining a relativistic view of state
US6199172B1 (en) * 1996-02-06 2001-03-06 Cabletron Systems, Inc. Method and apparatus for testing the responsiveness of a network device
US5751965A (en) 1996-03-21 1998-05-12 Cabletron System, Inc. Network connection status monitor and display
US5768501A (en) 1996-05-28 1998-06-16 Cabletron Systems Method and apparatus for inter-domain alarm correlation
US5832196A (en) 1996-06-28 1998-11-03 Mci Communications Corporation Dynamic restoration process for a telecommunications network
US5907696A (en) 1996-07-03 1999-05-25 Cabletron Systems, Inc. Network device simulator
US6041383A (en) * 1996-07-22 2000-03-21 Cabletron Systems, Inc. Establishing control of lock token for shared objects upon approval messages from all other processes
JP3825845B2 (en) * 1996-09-27 2006-09-27 ヤマハ発動機株式会社 Evolutionary control method
US5984178A (en) 1996-11-29 1999-11-16 Diebold, Incorporated Fault monitoring and notification system for automated banking machines
US5940376A (en) 1997-01-29 1999-08-17 Cabletron Systems, Inc. Method and apparatus to establish a tap-point in a switched network using self-configuring switches having distributed configuration capabilities
US6084858A (en) * 1997-01-29 2000-07-04 Cabletron Systems, Inc. Distribution of communication load over multiple paths based upon link utilization
US5791694A (en) 1997-02-20 1998-08-11 Dover Corporation Lock for coupling cam arms
US6216168B1 (en) * 1997-03-17 2001-04-10 Cabletron Systems, Inc. Perspective-based shared scope address resolution method and apparatus
US6003090A (en) 1997-04-23 1999-12-14 Cabletron Systems, Inc. System for determining network connection availability between source and destination devices for specified time period
US6392667B1 (en) * 1997-06-09 2002-05-21 Aprisma Management Technologies, Inc. Method and apparatus for representing objects as visually discernable entities based on spatial definition and perspective
US6141720A (en) * 1997-06-12 2000-10-31 Cabletron Systems, Inc. Method and apparatus for coordination of a shared object in a distributed system
US5949676A (en) * 1997-07-30 1999-09-07 Allen-Bradley Company Llc Method and system for diagnosing the behavior of a machine controlled by a discrete event control system
US6085174A (en) * 1997-09-23 2000-07-04 Edelman; Ric Computer assisted and/or implemented process and architecture for administering an investment and/or retirement program
US6437804B1 (en) * 1997-10-23 2002-08-20 Aprisma Management Technologies, Inc Method for automatic partitioning of node-weighted, edge-constrained graphs
US6047279A (en) * 1997-11-17 2000-04-04 Objective Systems Integrators, Inc. System and method for automatic network management support using artificial intelligence
US6026442A (en) * 1997-11-24 2000-02-15 Cabletron Systems, Inc. Method and apparatus for surveillance in communications networks
CA2331820A1 (en) * 1998-05-07 1999-11-11 Cabletron Systems, Inc. Multiple priority buffering in a computer network
US6336138B1 (en) * 1998-08-25 2002-01-01 Hewlett-Packard Company Template-driven approach for generating models on network services
US6349306B1 (en) * 1998-10-30 2002-02-19 Aprisma Management Technologies, Inc. Method and apparatus for configuration management in communications networks
US6184829B1 (en) * 1999-01-08 2001-02-06 Trueposition, Inc. Calibration for wireless location system
US6597777B1 (en) * 1999-06-29 2003-07-22 Lucent Technologies Inc. Method and apparatus for detecting service anomalies in transaction-oriented networks
US7383191B1 (en) * 2000-11-28 2008-06-03 International Business Machines Corporation Method and system for predicting causes of network service outages using time domain correlation
US7603709B2 (en) * 2001-05-03 2009-10-13 Computer Associates Think, Inc. Method and apparatus for predicting and preventing attacks in communications networks

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5132920A (en) * 1988-02-16 1992-07-21 Westinghouse Electric Corp. Automated system to prioritize repair of plant equipment
US5748098A (en) * 1993-02-23 1998-05-05 British Telecommunications Public Limited Company Event correlation
US5872911A (en) * 1995-12-29 1999-02-16 Mci Communications Corporations Method and system of service impact analysis in a communications network
US6012152A (en) * 1996-11-27 2000-01-04 Telefonaktiebolaget Lm Ericsson (Publ) Software fault management system
US6219805B1 (en) * 1998-09-15 2001-04-17 Nortel Networks Limited Method and system for dynamic risk assessment of software systems

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9083609B2 (en) 2007-09-26 2015-07-14 Nicira, Inc. Network operating system for managing and securing networks
US9491564B1 (en) 2009-01-28 2016-11-08 Headwater Partners I Llc Mobile device and method with secure network messaging for authorized components
US9532161B2 (en) 2009-01-28 2016-12-27 Headwater Partners I Llc Wireless device with application data flow tagging and network stack-implemented network access policy
US10171990B2 (en) 2009-01-28 2019-01-01 Headwater Research Llc Service selection set publishing to device agent with on-device service selection

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US20080215355A1 (en) 2008-09-04
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