The IEEE/IFIP International Workshop on Analytics for Network and Service Management (AnNet 2016) will be held in conjunction with the IEEE/IFIP Network Operations and Management Symposium (NOMS) in Istanbul, Turkey, April 25-29, 2016.
Approaches such as statistical analysis, data mining, and machine learning are promising mechanisms to harness the immense stream of operational data and to improve operations and management of IT systems and networks. The main goal of AnNet is to present research and work-in-progress results in the area of data analytics and machine learning for network and service management. The workshop attendees will be stimulated to participate in interesting discussions. To this end, short papers describing late-breaking advances and work-in-progress reports from ongoing research are also welcome.
Authors are invited to submit papers that fall into or are related to one or multiple topic areas listed below:
Data Analytics
· Analysis, modeling and visualization
· Operational analytics and intelligence
· Event and log analytics
· Big data analytics
· Network traffic analysis
· Anomaly detection and prediction
· Monitoring and measurements for management
· Predictive analytics
· Real-time analytics
· Harnessing social data for management
Machine Learning Techniques
· Supervised learning
· Unsupervised learning
· Semi-supervised learning
· Clustering and data mining
· Reinforcement learning
· Multi-agent based learning
· Deep learning
· Bayesian methods
· Ensemble methods
· Cognitive computing
· Mining spatiotemporal and time series data
Network Management Paradigms
· Autonomous and autonomic networks
· Bio-inspired networks
· Self* Management
· Cognitive defined networks
· Software defined networks
· Network function virtualization
· Security management
· Fault management
· Performance management
· Resource management
Application Domains
· Computer Networks
· Mobile ad-hoc networks
· Wireless sensor networks
· Clouds and data centers
· Virtualized infrastructures
· Internet of Things
· Computing and network services
· IT service management
· Storage resource management
04月25日
2016
04月29日
2016
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