US6012152A
Expired / Lapsed
US
⏱️ 0.0 years remaining
Software fault management system
Assignee: Telefonaktiebolaget LM Ericsson AB
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Filing: 1997-08-21
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Granted: 2000-01-04
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Expires: 2017-08-21
Abstract
Abstract A Software Fault Management (SFM) system for managing software faults in a managed mobile telecommunications network. The SFM system includes an Intelligent Management Information Base (I-MIB) comprising a Management Information Base (MIB) and a Knowledge Base (KB) having a functional model of the managed network and a trouble report/known faults (TR/KF) case base. The SFM system also includes an intelligent multi-agent portion having a plurality of agents which process the software faults utilizing the functional model from the I-MIB, case-based information, and other management information. The I-MIB and the intelligent multi-agent portion are compliant with Telecomunications Management Network (TMN) principles and framework. Fault management is both proactive and reactive. The SFM system is made independent of technology-specific implementations by representing the underlying switch design knowledge in a modular and changeable form which is then interpreted by the intelligent multi-agent portion. A clear separation is maintained between the generic procedural inference mechanisms and agents, and the specific and explicit models of the different network elements of a mobile telecommunications network.
Inventors
- 👤 Samir Douik
- 👤 Raouf Boutaba
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-10-28 17:56
CPC Classifications
H; H04; H04W; H04W24/00; G; G06; G06F; G06F11/00; G06F11/07; G06F11/0703; G06F11/0706; G06F11/0709; G06F11/079; H04M; H04M3/00; H04M3/22; H04M3/2254; H04M2207/00; H04M2207/18; H04M3/24; H04M3/241; H04M3/242
Claims Analysis
Total Claims: 37
Claim 1
Independent Claim
109 words
A Software Fault Management (SFM) system for managing software faults in a managed mobile telecommunications network, said SFM system comprising: an Intelligent Management Information Base (I-MIB) comprising a Management Information Base (MIB) and a Knowledge Base (KB), said KB including a functional model of said managed network; and an intelligent multi-agent portion having a plurality of agents which process said software faults utilizing information from said I-MTB, said plurality of agents in said multi-agent portion including: a plurality of middle-level agents, each of said middle-level agents comprising a plurality of lower-level sub-agents for performing reasoning, testing, and knowledge-maintenance activities; and a top-level coordinator super-agent which controls said middle-level agents.
Claim 2
Dependent Claim
109 words
A Software Fault Management (SFM) system for managing software faults in a managed mobile telecommunications network, said SFM system comprising: an Intelligent Management Information Base (I-MIB) comprising a Management Information Base (MIB) and a Knowledge Base (KB), said KB including a functional model of said managed network; and an intelligent multi-agent portion having a plurality of agents which process said software faults utilizing information from said I-MTB, said plurality of agents in said multi-agent portion including: a plurality of middle-level agents, each of said middle-level agents comprising a plurality of lower-level sub-agents for performing reasoning, testing, and knowledge-maintenance activities; and a top-level coordinator super-agent which controls said middle-level agents.
Claim 3
Dependent Claim
22 words
The SFM system for managing software faults of claim 1 wherein said plurality of middle-level agents perform fault correlation and fault diagnosis.
Claim 4
Dependent Claim
36 words
The SFM system for managing software faults of claim 2 further comprising a trouble shooting assistant agent which devises a plan of trouble shooting steps, executes the plan, and assists engineers in debugging and correction tasks.
Claim 5
Dependent Claim
75 words
A Software Fault Management (SFM) system for managing software faults in a managed mobile telecommunications network, said SFM system comprising: an Intelligent Management Information Base (I-MIB) comprising a Management Information Base (MIB) and a Knowledge Base (KB), said KB including a functional model of said managed network and a trouble report/known faults (TR/KF) case base; and an intelligent multi-agent portion having a plurality of agents which process said software faults utilizing information from said I-MIB.
Claim 6
Dependent Claim
75 words
A Software Fault Management (SFM) system for managing software faults in a managed mobile telecommunications network, said SFM system comprising: an Intelligent Management Information Base (I-MIB) comprising a Management Information Base (MIB) and a Knowledge Base (KB), said KB including a functional model of said managed network and a trouble report/known faults (TR/KF) case base; and an intelligent multi-agent portion having a plurality of agents which process said software faults utilizing information from said I-MIB.
Claim 7
Dependent Claim
30 words
The SFM system for managing software faults of claim 4 wherein said intelligent multi-agent portion utilizes model-based reasoning in combination with an experiential knowledge technique to process said software faults.
Claim 8
Dependent Claim
18 words
The SFM system for managing software faults of claim 5 wherein said experiential knowledge technique is case-based reasoning.
Claim 9
Dependent Claim
18 words
The SFM system for managing software faults of claim 5 wherein said experiential knowledge technique is machine learning.
Claim 10
Independent Claim
109 words
A method of managing software faults in a managed mobile telecommunications network, said method comprising the steps of: storing a Knowledge Base (KB) in an Intelligent Management Information Base (I-MIB) said KB including a functional model of said managed network; storing a Management Information Base (MIB) in said I-MIB; and processing said software faults with a plurality of agents in an intelligent multi-agent system utilizing information from said I-MIB, said processing step including the steps of: performing reasoning, testing, and knowledge-maintenance activities utilizing a plurality of lower-level sub-agents; performing correlation and diagnosis activities with a plurality of middle-level agents; and controlling said middle-level agents with a top-level coordinator super-agent.
Claim 11
Independent Claim
109 words
A method of managing software faults in a managed mobile telecommunications network, said method comprising the steps of: storing a Knowledge Base (KB) in an Intelligent Management Information Base (I-MIB) said KB including a functional model of said managed network; storing a Management Information Base (MIB) in said I-MIB; and processing said software faults with a plurality of agents in an intelligent multi-agent system utilizing information from said I-MIB, said processing step including the steps of: performing reasoning, testing, and knowledge-maintenance activities utilizing a plurality of lower-level sub-agents; performing correlation and diagnosis activities with a plurality of middle-level agents; and controlling said middle-level agents with a top-level coordinator super-agent.
Claim 12
Independent Claim
101 words
A method of managing software faults in a managed mobile telecommunications network, said method comprising the steps of: storing a Knowledge Base (KB) in an Intelligent Management Information Base (I-MID), said KB including a functional model of said managed network; storing a Management Information Base (MIB) in said I-MITB; and processing said software faults with a plurality of agents in an intelligent multi-agent system utilizing information from said I-MIB, said processing step utilizing a trouble shooting assistant agent to perform the steps of: devising a plan of trouble shooting steps; executing the plan; and assisting engineers in debugging and correction tasks.
Claim 13
Independent Claim
101 words
A method of managing software faults in a managed mobile telecommunications network, said method comprising the steps of: storing a Knowledge Base (KB) in an Intelligent Management Information Base (I-MID), said KB including a functional model of said managed network; storing a Management Information Base (MIB) in said I-MITB; and processing said software faults with a plurality of agents in an intelligent multi-agent system utilizing information from said I-MIB, said processing step utilizing a trouble shooting assistant agent to perform the steps of: devising a plan of trouble shooting steps; executing the plan; and assisting engineers in debugging and correction tasks.
Claim 14
Independent Claim
80 words
A method of managing software faults in a managed mobile telecommunications network, said method comprising the steps of: storing a Knowledge Base (KB) in an Intelligent Management Information Base (I-MIB), said KB including a functional model of said managed network; storing a Management Information Base (MIB) in said I-MIB; and processing said software faults with a plurality of agents in an intelligent multi-agent system utilizing information from said I-MIB, said processing step utilizing model-based reasoning to process said software faults.
Claim 15
Independent Claim
80 words
A method of managing software faults in a managed mobile telecommunications network, said method comprising the steps of: storing a Knowledge Base (KB) in an Intelligent Management Information Base (I-MIB), said KB including a functional model of said managed network; storing a Management Information Base (MIB) in said I-MIB; and processing said software faults with a plurality of agents in an intelligent multi-agent system utilizing information from said I-MIB, said processing step utilizing model-based reasoning to process said software faults.
Claim 16
Independent Claim
88 words
A method of managing software faults in a managed mobile telecommunications network, said method comprising the steps of: storing a Knowledge Base (KB) in an Intelligent Management Information Base (I-MIB), said KB including a functional model of said managed network and a trouble report/known faults (TR/KF) case base; storing a Management Information Base (MIB) in said I-MIB; and processing said software faults with a plurality of agents in an intelligent multi-agent system utilizing information from said I-MIB said processing step utilizing case-based reasoning to process said software faults.
Claim 17
Independent Claim
88 words
A method of managing software faults in a managed mobile telecommunications network, said method comprising the steps of: storing a Knowledge Base (KB) in an Intelligent Management Information Base (I-MIB), said KB including a functional model of said managed network and a trouble report/known faults (TR/KF) case base; storing a Management Information Base (MIB) in said I-MIB; and processing said software faults with a plurality of agents in an intelligent multi-agent system utilizing information from said I-MIB said processing step utilizing case-based reasoning to process said software faults.
Claim 18
Dependent Claim
162 words
A Software Fault Management (SFM) system for managing software faults in a managed mobile telecommunications network, said SFM system comprising: an Intelligent Management Information Base (I-MIB) comprising a Management Information Base (MIB) and a Knowledge Base (KB), said KB including a functional model of said managed network; an intelligent multi-agent portion having a plurality of agents which process said software faults utilizing model-based reasoning and information from said I-MIB, said plurality of agents comprising: a plurality of middle-level agents for performing fault correlation and fault diagnosis, each of said middle-level agents comprising a plurality of lower-level sub-agents for performing reasoning, testing, and knowledge-maintenance activities; and a top-level coordinator super-agent which controls said middle-level agents; a trouble shooting assistant agent which devises a plan of trouble shooting steps, executes the plan, and assists engineers in debugging and correction tasks; and a human-computer interface which provides human operators the ability to interface with the SFM system for network operation, administration, maintenance, and provisioning (OAM&P).
Claim 19
Dependent Claim
162 words
A Software Fault Management (SFM) system for managing software faults in a managed mobile telecommunications network, said SFM system comprising: an Intelligent Management Information Base (I-MIB) comprising a Management Information Base (MIB) and a Knowledge Base (KB), said KB including a functional model of said managed network; an intelligent multi-agent portion having a plurality of agents which process said software faults utilizing model-based reasoning and information from said I-MIB, said plurality of agents comprising: a plurality of middle-level agents for performing fault correlation and fault diagnosis, each of said middle-level agents comprising a plurality of lower-level sub-agents for performing reasoning, testing, and knowledge-maintenance activities; and a top-level coordinator super-agent which controls said middle-level agents; a trouble shooting assistant agent which devises a plan of trouble shooting steps, executes the plan, and assists engineers in debugging and correction tasks; and a human-computer interface which provides human operators the ability to interface with the SFM system for network operation, administration, maintenance, and provisioning (OAM&P).
Claim 20
Dependent Claim
22 words
The SFM system for managing software faults of claim 12 wherein said KB also includes a trouble report/known faults (TR/KF) case base.
Claim 21
Dependent Claim
24 words
The SFM system for managing software faults of claim 13 wherein said intelligent multi-agent portion also utilizes case-based reasoning to process said software faults.
Claim 22
Dependent Claim
33 words
The SFM system for managing software faults of claim 12 wherein said intelligent multi-agent portion includes means for proactively managing said network by predicting potential faults and preventing said potential faults from occurring.
Claim 23
Dependent Claim
30 words
The SFM system for managing software faults of claim 15 wherein said intelligent multi-agent portion includes means for reactively managing said network by performing corrective processing of reported software faults.
Claim 24
Dependent Claim
28 words
The SFM system for managing software faults of claim 12 wherein said I-MIB and said intelligent multi-agent portion are compliant with Telecommunication Management Network (TMN) principles and framework.
Claim 25
Independent Claim
168 words
A method of proactively managing software faults in a mobile telecommunications network, said method comprising the steps of: storing knowledge in a knowledge base, said knowledge including a functional model of said network, fault models, and fault scenarios; monitoring said network for observed events and symptoms; determining a suspected fault to explain said observed events and symptoms, said determining step comprising: comparing said observed events and symptoms with stored performance data and statistics; and analyzing said comparison with said stored knowledge; determining whether the suspected fault is a known fault; implementing a preventive solution upon determining that the suspected fault is a known fault; performing a fault trend analysis upon determining that the suspected fault is not a known fault; performing diagnostic tests; determining whether a successful diagnosis was obtained; performing a fault localization process upon determining that a successful diagnosis was obtained, said fault localization process including analyzing relationships between components involved in the diagnosis of said fault; and providing diagnosis and localization information to trouble shooters.
Claim 26
Independent Claim
168 words
A method of proactively managing software faults in a mobile telecommunications network, said method comprising the steps of: storing knowledge in a knowledge base, said knowledge including a functional model of said network, fault models, and fault scenarios; monitoring said network for observed events and symptoms; determining a suspected fault to explain said observed events and symptoms, said determining step comprising: comparing said observed events and symptoms with stored performance data and statistics; and analyzing said comparison with said stored knowledge; determining whether the suspected fault is a known fault; implementing a preventive solution upon determining that the suspected fault is a known fault; performing a fault trend analysis upon determining that the suspected fault is not a known fault; performing diagnostic tests; determining whether a successful diagnosis was obtained; performing a fault localization process upon determining that a successful diagnosis was obtained, said fault localization process including analyzing relationships between components involved in the diagnosis of said fault; and providing diagnosis and localization information to trouble shooters.
Claim 27
Dependent Claim
106 words
A Software Fault Management (SFM) system for managing software faults in a telecommunications network having a plurality of network resources, said SFM system comprising: a Knowledge Base (KB), said KB including: a database of behavioral information regarding how the network resources respond in given fault scenarios; and a functional model of the telecommunications network; and a plurality of intelligent agents which process the software faults utilizing information from the KB, said agents comprising: a plurality of middle-level agents, each of said middle-level agents comprising a plurality of lower-level sub-agents for performing reasoning, testing, and knowledge-maintenance activities; and a top-level coordinator super-agent which controls said middle-level agents.
Claim 28
Dependent Claim
106 words
A Software Fault Management (SFM) system for managing software faults in a telecommunications network having a plurality of network resources, said SFM system comprising: a Knowledge Base (KB), said KB including: a database of behavioral information regarding how the network resources respond in given fault scenarios; and a functional model of the telecommunications network; and a plurality of intelligent agents which process the software faults utilizing information from the KB, said agents comprising: a plurality of middle-level agents, each of said middle-level agents comprising a plurality of lower-level sub-agents for performing reasoning, testing, and knowledge-maintenance activities; and a top-level coordinator super-agent which controls said middle-level agents.
Claim 29
Dependent Claim
22 words
The SFM system for managing software faults of claim 19 wherein said intelligent agents utilize model-based reasoning to process said software faults.
Claim 30
Dependent Claim
29 words
The SFM system for managing software faults of claim 19 wherein said intelligent agents utilize model-based reasoning in combination with an experiential knowledge technique to process said software faults.
Claim 31
Dependent Claim
30 words
The SFM system for managing software faults of claim 19 wherein said KB also includes a trouble report/known faults (TR/KF) case base, and the experiential knowledge technique is case-based reasoning.
Claim 32
Independent Claim
110 words
A method of managing software faults in a telecommunications network having a plurality of network resources, said method comprising the steps of: storing a database of behavioral information regarding how the network resources respond in given fault scenarios in a Knowledge Base (KB); storing a functional model of the telecommunications network in the KB; and processing the software faults with a plurality of intelligent agents utilizing information from the KB, said processing step including the steps of: performing reasoning, testing, and knowledge-maintenance activities utilizing a plurality of lower-level sub-agents; performing correlation and diagnosis activities with a plurality of middle-level agents; and controlling the middle-level agents with a top-level coordinator super-agent.
Claim 33
Independent Claim
110 words
A method of managing software faults in a telecommunications network having a plurality of network resources, said method comprising the steps of: storing a database of behavioral information regarding how the network resources respond in given fault scenarios in a Knowledge Base (KB); storing a functional model of the telecommunications network in the KB; and processing the software faults with a plurality of intelligent agents utilizing information from the KB, said processing step including the steps of: performing reasoning, testing, and knowledge-maintenance activities utilizing a plurality of lower-level sub-agents; performing correlation and diagnosis activities with a plurality of middle-level agents; and controlling the middle-level agents with a top-level coordinator super-agent.
Claim 34
Dependent Claim
30 words
The method of managing software faults in a telecommunications network of claim 23 wherein the step of processing the software faults includes utilizing model-based reasoning to process the software faults.
Claim 35
Independent Claim
84 words
A method of managing software faults in a telecommunications network having a plurality of network resources, said method comprising the steps of: storing a database of behavioral information regarding how the network resources respond in given fault scenarios in a Knowledge Base (KB); storing a functional model of the telecommunications network in the KB; storing a trouble report/known faults (TR/KF) case base in the KB; and processing the software faults with at least one intelligent agent utilizing information from the KB and case-based reasoning.
Claim 36
Independent Claim
84 words
A method of managing software faults in a telecommunications network having a plurality of network resources, said method comprising the steps of: storing a database of behavioral information regarding how the network resources respond in given fault scenarios in a Knowledge Base (KB); storing a functional model of the telecommunications network in the KB; storing a trouble report/known faults (TR/KF) case base in the KB; and processing the software faults with at least one intelligent agent utilizing information from the KB and case-based reasoning.
Claim 37
Dependent Claim
60 words
The SFM system for managing software faults of claim 19 further comprising: a trouble shooting assistant agent which devises a plan of trouble shooting steps, executes the plan, and assists engineers in debugging and correction tasks; and a human-computer interface which provides human operators the ability to interface with the SFM system for network operation, administration, maintenance, and provisioning (OAM&P).
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USPTO Annuity & Maintenance Windows
| Annuity Stage | Window Opens | Payment Deadline | Surcharge Period Until | Estimated Fee | Status |
|---|---|---|---|---|---|
| 3.5 Years (Year 4) | 2003-01-03 | 2003-07-05 | 2004-01-04 | $2000.00 | Window Closed / Lapsed |
| 7.5 Years (Year 8) | 2007-01-03 | 2007-07-05 | 2008-01-04 | $3760.00 | Window Closed / Lapsed |
| 11.5 Years (Year 12) | 2011-01-03 | 2011-07-05 | 2012-01-04 | $7700.00 | Window Closed / Lapsed |