Kulkarni et al., 2006 - Google Patents
Deploying MIB data mining for proactive network managementKulkarni et al., 2006
- Document ID
- 4487913890869525621
- Author
- Kulkarni P
- McClean S
- Parr G
- Black M
- Publication year
- Publication venue
- 2006 3rd International IEEE Conference Intelligent Systems
External Links
Snippet
Due to increasing reliance on computer communication networks, it is highly desirable that networks should have the ability to detect symptoms of oncoming exception conditions and take measures to prevent them thereby enabling a degree of proactive network …
- 238000007418 data mining 0 title abstract description 23
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L12/00—Data switching networks
- H04L12/02—Details
- H04L12/26—Monitoring arrangements; Testing arrangements
- H04L12/2602—Monitoring arrangements
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing packet switching networks
- H04L43/08—Monitoring based on specific metrics
- H04L43/0876—Network utilization
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance or administration or management of packet switching networks
- H04L41/02—Arrangements for maintenance or administration or management of packet switching networks involving integration or standardization
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance or administration or management of packet switching networks
- H04L41/50—Network service management, i.e. ensuring proper service fulfillment according to an agreement or contract between two parties, e.g. between an IT-provider and a customer
- H04L41/5003—Managing service level agreement [SLA] or interaction between SLA and quality of service [QoS]
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance or administration or management of packet switching networks
- H04L41/08—Configuration management of network or network elements
- H04L41/0803—Configuration setting of network or network elements
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing packet switching networks
- H04L43/02—Arrangements for monitoring or testing packet switching networks involving a reduction of monitoring data
- H04L43/026—Arrangements for monitoring or testing packet switching networks involving a reduction of monitoring data using flow generation
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance or administration or management of packet switching networks
- H04L41/14—Arrangements for maintenance or administration or management of packet switching networks involving network analysis or design, e.g. simulation, network model or planning
- H04L41/142—Arrangements for maintenance or administration or management of packet switching networks involving network analysis or design, e.g. simulation, network model or planning using statistical or mathematical methods
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance or administration or management of packet switching networks
- H04L41/04—Architectural aspects of network management arrangements
- H04L41/046—Aspects of network management agents
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance or administration or management of packet switching networks
- H04L41/06—Arrangements for maintenance or administration or management of packet switching networks involving management of faults or events or alarms
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L12/00—Data switching networks
- H04L12/54—Store-and-forward switching systems
- H04L12/56—Packet switching systems
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing packet switching networks
- H04L43/16—Arrangements for monitoring or testing packet switching networks using threshold monitoring
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing packet switching networks
- H04L43/10—Arrangements for monitoring or testing packet switching networks using active monitoring, e.g. heartbeat protocols, polling, ping, trace-route
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance or administration or management of packet switching networks
- H04L41/22—Arrangements for maintenance or administration or management of packet switching networks using GUI [Graphical User Interface]
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance or administration or management of packet switching networks
- H04L41/12—Arrangements for maintenance or administration or management of packet switching networks network topology discovery or management
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance or administration or management of packet switching networks
- H04L41/16—Network management using artificial intelligence
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L47/00—Traffic regulation in packet switching networks
- H04L47/10—Flow control or congestion control
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L45/00—Routing or path finding of packets in data switching networks
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network-specific arrangements or communication protocols supporting networked applications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L49/00—Packet switching elements
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US12160436B2 (en) | Hierarchical models using self organizing learning topologies | |
| US11240259B2 (en) | Self organizing learning topologies | |
| Feamster et al. | Why (and how) networks should run themselves | |
| US10904125B2 (en) | Active probe construction using machine learning for measuring SD-WAN tunnel metrics | |
| EP2375637A1 (en) | Network routing adaptation based on failure prediction | |
| US9774522B2 (en) | Triggering reroutes using early learning machine-based prediction of failures | |
| US10616251B2 (en) | Anomaly selection using distance metric-based diversity and relevance | |
| US11474894B2 (en) | Partial reroute of traffic onto a backup tunnel using predictive routing | |
| US10581901B2 (en) | Increased granularity and anomaly correlation using multi-layer distributed analytics in the network | |
| US10659333B2 (en) | Detection and analysis of seasonal network patterns for anomaly detection | |
| US9426040B2 (en) | Mixed distributed/centralized routing techniques based on closed-loop feedback from a learning machine to avoid dark zones | |
| US9443204B2 (en) | Distributed architecture for machine learning based computation using a decision control point | |
| US20170279685A1 (en) | Adjusting anomaly detection operations based on network resources | |
| JP5666685B2 (en) | Failure analysis apparatus, system thereof, and method thereof | |
| US10552763B2 (en) | Constraint-aware resource synchronization across hyper-distributed learning systems | |
| Chowdhury et al. | Lint: Accuracy-adaptive and lightweight in-band network telemetry | |
| Yuskov et al. | Analysis of neural network model design for telecommunication corporate network monitoring | |
| Hark et al. | Disttm: Collaborative traffic matrix estimation in distributed sdn control planes | |
| Kulkarni et al. | Deploying MIB data mining for proactive network management | |
| Baras et al. | Automated network fault management | |
| US12068946B2 (en) | Interpreting network path state transitions and characteristics | |
| US20250247407A1 (en) | Network anomaly detection with graph attention network | |
| KR102131430B1 (en) | Apparatus and method for monitoring network status on an sdn | |
| Viswanathan | Automated Network Fault Management | |
| Alawadi | Towards Comprehensive and Effectual SDN Traffic Engineering Framework for Data Center Networks |