2nd IFIP/IEEE International Workshop on Analytics for Network and Service Management

AnNet 2017

May 8, 2017 in Lisbon, Portugal

IFIP/IEEE International Symposium on Integrated Network Management
                   Lisbon Portigal 8-12 MAY 2017

9:00 - 9:15 Welcome Address
9:15 - 10:15 Keynote: Knowledge-Defined Networking: Towards Self-Driving Network
Albert Cabellos (Universitat Politècnica de Catalunya, Spain)

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10:15 - 10:30 Short Paper Session Preview 1
10:30 - 11:00 Coffee Break + 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
(Universitat Politècnica de Catalunya (UPC) - Spain)
Comprehensive Vulnerability Assessment and Optimization Method for Smart Grid Transmission Systems

Chenchen Ji,Yu Peng, Wenjing Li, Puyuan Zhao, Xuesong Qiu
(Beijing University of Posts and Telecommunications - P.R. China)
Assembling VoLTE CDRs based on Network Monitoring - Challenges with Fragmented Information

Pal Varga*, Daniel Kozma*, Tamas Tothfalusi**
*(Budapest University ot Technology and Economics - Hungary)
**(AITIA International Inc. - Hungary)
11:00 - 12:30 Technical Session 1: SDN and Modeling
Generating Synthetic Internet- and IP-Topologies using the Stochastic-Block-Model

Patrick Kalmbach, Andreas Blenk, Markus Kluegel, Wolfgang Kellerer
(Technische Universität München - Germany)
Virtual Instance Resource Usage Modeling: a Method For Efficient Resource Provisioning in Cloud

SeyedAli Jokar Jandaghi, Kaveh Mahdaviani, Cristiana Amza
(University of Toronto - Canada)
Tag-And-Forward: A Source-Routing Enabled Data Plane for OpenFlow Fat-Tree Networks

Airton Ishimori, Eduardo Cerqueira, Antônio Abelém
(Universidade Federal do Pará - UFPA - Brazil)
Learning in SDN-Based Multi-Tenant Cellular Networks: A Game-Theoretic Perspective

Omer Narmanlioglu*, Engin Zeydan**
*(P.I. Works, Istanbul, Turkey)
**(Turk Telekom Labs, Istanbul, Turkey)
12:30 - 14:00 Lunch Break
14:00 - 15:10 Technical Session 2: Security
Knowledge Discovery of Port Scans from Darknet

Sofiane Lagraa, Jérôme François
(INRIA Nancy Grand Est - France)
Investigation of Malicious Portable Executable File Detection on the Network using Supervised Learning Techniques

Rushabh Vyas, Xiao Luo, Nichole McFarland, Connie Justice
(Indiana University-Purdue University Indianapolis - USA)
Exploring a Service-Based Normal Behaviour Profiling System for Botnet Detection

Weikeng Chen*, Xiao Luo **, Nur Zincir-Heywood *
*(Dalhousie University - Canada)
**(Indiana University-Purdue University Indianapolis - USA)
15:10 - 15:30 Short Paper Session Preview 2
15:30 - 16:00 Coffee Break + Short Paper Session 2
Monitoring the Network Monitoring System: Anomaly Detection using Pattern Recognition

Maha Mdini*, Alberto Blanc*, Gwendal Simon*, Jérôme Barotin**,Julien Lecoeuvre**
*(IMT Atlantique), France
**(Astellia - France)
Quantifying Cloud Workload Burstiness: New Measures and Models

Abiola Adegboyega
(University of Calgary - Canada)
A Clustering-based Analysis of DPI-labeled Video Flow Characteristics in Cellular Networks

Johan Garcia (Karlstad University - Sweden)
Application Switch using DPN for Improving TCP Based Data Center Applications

Shinnosuke Nirasawa*, Masaki Hara*, Akihiro Nakao**, Masato Oguchi***, Shu Yamamoto**, Saneyasu Yamaguchi*
*(Kogakuin University - Japan)
**(The University of Tokyo - Japan)
***(Ochanomizu University - Japan)
16:00 - 17:10 Technical Session 3: Event and Log Analytics
The Application of Neural Networks to Predicting the Root Cause of Service Failures

Robert Harper*, Philip Tee**
*(Moogsoft Ltd. - Great Britain)
**(University of Sussex and Moogsoft Inc - USA)
Discovering Cloud Operation History through Log Analysis

Mitsunari Kobayashi, Yosuke Himura, Yoshiko Yasuda
(Hitachi Yokohama Research Laboratory - Japan)
Random Access in Nondelimited Variable-length Record Collections for Parallel Reading with Hadoop
Jason Anderson, Chris Gropp, Linh Ngo, Amy Apon
(Clemson University - USA)
17:10 - 17:30 Closing Remarks + Best Paper Award