IFIP TC6 Open Digital Library

15. Integrated Network Management 2017: Lisbon, Portugal

IFIP/IEEE IM 2017 Workshop: 2nd International Workshop on Analytics for Network and Service Management (AnNet 2017), IM 2017, Lisbon, Portugal, May 08, 2017

Luciano Paschoal Gaspary, Edmundo Madeira, Prosper Chemouil, Marinos Charalambides, Paulo Simões, Carlos Raniery Paula dos Santos, Stefano Secci, Edmundo Monteiro

IFIP Open Digital Library, ISBN: 978-3-901882-89-0



Contents

Short Paper Session 1

On Extracting User-centric Knowledge for Personalised Quality of Service in 5G Networks

Juan Sanchez-Gonzalez, Oriol Sallent, Jordi Pérez-Romero, Ramon Agusti

 

Comprehensive Vulnerability Assessment and Optimization Method for Smart Grid Transmission Systems

Chenchen Ji, Yu Peng, Wenjing Li, Puyuan Zhao, Xuesong Qiu

 

Assembling VoLTE CDRs based on Network Monitoring - Challenges with Fragmented Information

Pal Varga, Daniel Kozma, Tamas Tothfalusi

 

SDN and Modeling

Generating Synthetic Internet- and IP-Topologies using the Stochastic-Block-Model

Patrick Michael Kalmbach, Andreas Blenk, Markus Kluegel, Wolfgang Kellerer

 

Virtual Instance Resource Usage Modeling: a Method For Efficient Resource Provisioning in Cloud

SeyedAli Jokar Jandaghi, Kaveh Mahdaviani, Cristiana Amza

 

Tag-And-Forward: A Source-Routing Enabled Data Plane for OpenFlow Fat-Tree Networks

Airton Ishimori, Eduardo Coelho Cerqueira, Antônio Jorge Gomes Abelém

 

Learning in SDN-Based Multi-Tenant Cellular Networks: A Game-Theoretic Perspective

Omer Narmanlioglu, Engin Zeydan

 

Security

Knowledge Discovery of Port Scans from Darknet

Sofiane Lagraa, Jérôme François

 

Investigation of Malicious Portable Executable File Detection on the Network using Supervised Learning Techniques

Rushabh Vyas, Xiao Luo, Nichole McFarland, Connie Justice

 

Exploring a Service-Based Normal Behaviour Profiling System for Botnet Detection

Weikeng Chen, Xiao Luo, Nur Zincir-Heywood

 

Short Paper Session 2

Monitoring the Network Monitoring System: Anomaly Detection using Pattern Recognition

Maha Mdini, Alberto Blanc, Gwendal Simon, Jérôme Barotin, Julien Lecoeuvre

 

Quantifying Cloud Workload Burstiness: New Measures and Models

Abiola Adegboyega

 

A Clustering-based Analysis of DPI-labeled Video Flow Characteristics in Cellular Networks

Johan Garcia

 

Application Switch using DPN for Improving TCP Based Data Center Applications

Shinnosuke Nirasawa, Masaki Hara, Akihiro Nakao, Masato Oguchi, Shu Yamamoto, Saneyasu Yamaguchi

 

Event and Log Analytics

The Application of Neural Networks to Predicting the Root Cause of Service Failures

Robert Harper, Philip Tee

 

Discovering Cloud Operation History through Log Analysis

Mitsunari Kobayashi, Yosuke Himura, Yoshiko Yasuda

 

Random Access in Nondelimited Variable-length Record Collections for Parallel Reading with Hadoop

Jason Anderson, Chris Gropp, Linh Ngo, Amy Apon