Method and system for optimizing a network based on a performance knowledge base

• US 20070115916A1
• Filed: 11/07/2005
• Published: 05/24/2007
• Est. Priority Date: 11/07/2005
• Status: Abandoned Application

• Current Assignee: Samsung Electronics Co. Ltd.
• Original Assignee: Samsung Electronics Co. Ltd.
• Inventors: Nguyen, Nhut, Wu, Matt
• Application Number:
  US11/268,217
• Publication Number:
  US 20070115916A1
• Time in Patent Office: Days
• US Class Current: 370/351
• CPC Class Codes: H04L 41/0893 Assignment of logical groups to network elements
• CPC Class Codes: H04L 41/0894 Policy-based network configuration management
• CPC Class Codes: H04L 41/16 using machine learning or artificial intelligence

Abstract

A method for optimizing a network based on a performance knowledge base is provided. The network comprises a plurality of network elements. The method includes analyzing raw performance data for each of the network elements in real-time to generate processed data based on network policies and optimization rules stored in the performance knowledge base and optimizing the network based on the processed data.

Claims

1. A method for optimizing a network based on a performance knowledge base, the network comprising a plurality of network elements, comprising:

analyzing raw performance data for each of the network elements in real-time to generate processed data; and

optimizing the network based on the processed data.

2. The method as set forth in claim 1, further comprising:

generating optimization policies based on the processed data in real-time; and

optimizing the network based on the processed data comprising provisioning the network elements based on the optimization policies.

3. The method as set forth in claim 1, further comprising:

collecting the raw performance data from each of the network elements in real-time; and

storing the raw performance data in the performance knowledge base.

4. The method as set forth in claim 3, further comprising:

receiving optimization rules and network policies from an operator; and

storing the optimization rules and network policies in the performance knowledge base.

5. The method as set forth in claim 4, further comprising storing the processed data in the performance knowledge base.

6. The method as set forth in claim 5, further comprising:

generating optimization policies based on the processed data and on the optimization rules and network policies in real-time; and

storing the optimization polices in the performance knowledge base.

7. The method as set forth in claim 6, further comprising:

generating engineering data based on the processed data and on the optimization policies;

storing the engineering data in the performance knowledge base; and

optimizing the network based on the processed data comprising provisioning the network elements based on the engineering data.

8. A method for optimizing a network based on a performance knowledge base, the network comprising a plurality of network elements, comprising:

collecting raw performance data from each of the network elements; and

optimizing each network element based on the raw performance data received from each of the network elements.

9. The method as set forth in claim 8, further comprising analyzing the raw performance data to generate processed data.

10. The method as set forth in claim 9, further comprising:

receiving optimization rules and network policies from an operator; and

generating optimization policies based on the processed data and on the optimization rules and network policies.

11. The method as set forth in claim 10, further comprising generating engineering data based on the processed data and on the optimization policies.

12. The method as set forth in claim 11, optimizing each network element based on the raw performance data received from each of the network elements comprising provisioning the network elements based on the engineering data.

13. The method as set forth in claim 10, collecting the raw performance data from each of the network elements comprising collecting the raw performance data from each of the network elements in real-time, analyzing the raw performance data comprising analyzing the raw performance data in real-time, and generating optimization policies comprising generating optimization policies in real-time.

14. An optimization module for optimizing a network based on a performance knowledge base, the network comprising a plurality of network elements, comprising:

a network analyzer operable to analyze raw performance data for each of the network elements in real-time to generate processed data;

a policy generator operable to generate optimization policies based on the processed data in real-time; and

a network optimizer operable to generate engineering data based on the processed data and on the optimization policies, the optimization module operable to optimize the network based on the engineering data.

15. The optimization module as set forth in claim 14, further comprising the performance knowledge base operable to store the raw performance data, the processed data, the optimization policies, and the engineering data.

16. The optimization module as set forth in claim 15, further comprising a knowledge base engine operable to manage the performance knowledge base.

17. The optimization module as set forth in claim 16, the knowledge base engine further operable to collect the raw performance data from each of the network elements in real-time and to store the raw performance data in the performance knowledge base.

18. The optimization module as set forth in claim 16, the optimization module further operable to receive optimization rules and network policies from an operator, and the knowledge base engine further operable to store the optimization rules and network policies in the performance knowledge base.

19. The optimization module as set forth in claim 18, the policy generator further operable to generate the optimization policies based on the optimization rules and network policies.

20. The optimization module as set forth in claim 14, the optimization module operable to optimize the network based on the engineering data by provisioning the network elements based on the engineering data.