NETWORKING 2011
10th International IFIP TC 6 Networking Conference, Valencia, Spain, May 9-13, 2011, Proceedings, Part I
Published on 28. April 2011
XXI, 473 pages
978-3-642-20757-0 (ISBN)
Description
The two-volume set LNCS 6640 and 6641 constitutes the refereed proceedings of the 10th International IFIP TC 6 Networking Conference held in Valencia, Spain, in May 2011. The 64 revised full papers presented were carefully reviewed and selected from a total of 294 submissions. The papers feature innovative research in the areas of applications and services, next generation Internet, wireless and sensor networks, and network science. The first volume includes 36 papers and is organized in topical sections on anomaly detection, content management, DTN and sensor networks, energy efficiency, mobility modeling, network science, network topology configuration, next generation Internet, and path diversity.
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Jordi Domingo-Pascual | Pietro Manzoni | Sergio Palazzo
NETWORKING 2011
10th International IFIP TC 6 Networking Conference, Valencia, Spain, May 9-13, 2011, Proceedings, Part I
Book
04/2011
1st Edition
Springer
€53.49
Shipment within 7-9 days
Content
- Title Page
- Welcome Message from the General Chairs
- Technical Program Chairs' Message
- Organization
- Table of Contents
- Anomaly Detection
- BotTrack: Tracking Botnets Using NetFlow and PageRank
- Introduction
- Structured Botnets
- Overview
- Botnet Architectures
- Bot Detection
- Architecture
- Flow Monitoring
- Host Communication Model
- PageRank
- Clustering
- Experimental Result
- Methodology and Datasets
- Pure Link Analysis
- Clustering
- Impact of the Number of Known Bots
- Cluster Analysis
- Related Work
- Conclusion and Future Work
- References
- Learning Entropy
- Introduction
- Entropy
- Preliminaries
- Connecting Entropy and Distribution Shape
- Entropy in Attack Detection
- Model
- Optimal Camouflage
- Empirical Results
- Traffic Traces
- Synthetic Distributions
- Conclusions and Future Work
- References
- Machine Learning Approach for IP-Flow Record Anomaly Detection
- Introduction
- The Architecture of the Anomaly Detector
- OCSVM
- Unsupervised Classification
- The Kernel Function for Netflow Processing
- Dataset
- Evaluation
- Related Work
- Conclusion
- References
- UNADA: Unsupervised Network Anomaly Detection Using Sub-space Outliers Ranking
- Introduction
- Related Work and Contributions
- Multi-resolution Flow Aggregation and Change-Detection
- Unsupervised Anomaly Detection through Clustering
- Clustering Ensemble and Sub-space Clustering
- Ranking Outliers Using Evidence Accumulation
- Experimental Evaluation of UNADA
- Features Selection for Detection of Attacks
- Detecting Attacks in MAWI Traffic
- Detecting Attacks with Ground Truth
- Conclusions
- References
- Content Management
- Efficient Processing of Multi-connection Compressed Web Traffic
- Introduction
- Background
- Challenges in Performing DPI on Compressed HTTP
- Related Work
- Packing Technique
- Buffer Packing: Swap Out of Boundary Pointers (SOP)
- Unpacking the Buffer: GZIP Decompression
- Combining SOP with ACCH Algorithm
- Experimental Results
- Experimental Environment
- Data Set
- Space and Time Results
- Time Results Analysis
- DPI of Compressed Traffic
- Conclusion
- References
- The Resource Efficient Forwarding in the Content Centric Network
- Introduction
- Related Work and Motivation
- Content-Centric Networking
- Motivation
- Resource Efficient Packet Forwarding
- Enhanced Processing of CCN Interest and CCN Data
- Header Reduction in CCN Data
- Integration of Two Proposed Methods
- Simulation and Discussion
- Conclusion
- References
- Modelling and Evaluation of CCN-Caching Trees
- Introduction
- Macro- vs. Micro-caching
- Single- vs. Multi-cache System Modelling
- Modelling CCN Using Markov Chains
- A Simple Model for a Single Router
- Modelling the Multiple Router System as a Markov Chain
- Investigating the Process Further
- Summary of Mathematical Results
- Simulation Results
- Scenario Setup and Parameter Settings
- Scenario 1: Content Popularity and Cache Size
- Scenario 2: More Complex Tree Topologies
- Scenario 3: Model Simulator vs ns-2 Simulations
- Conclusions
- References
- Empirical Evaluation of HTTP Adaptive Streaming under Vehicular Mobility
- Introduction
- Background and Related Works
- Non-adaptive Streaming
- Adaptive Streaming
- Bandwidth Trace Collection
- Experiment Setup
- Experimental Results
- Adaptive vs. Non-adaptive
- The Effect of Playout Buffer Threshold
- The Effect of Video Chunk Size
- Conclusion
- References
- DTN and Sensor Networks
- MAC Layer Support for Delay Tolerant Video Transport in Disruptive MANETs
- Introduction
- Design and Implementation
- MAC Layer Issues
- Dts-Overlay
- Address Resolution
- Implementation
- Evaluation
- Workload and Metrics
- Results
- Related Work
- Conclusion
- References
- DTN Support for News Dissemination in an Urban Area
- Introduction
- Related Work
- System Description and Main Results
- Expected Message Delay
- Number of Data Kiosks
- Analysis of the Number of Data Kiosks
- Validation
- Simulation Settings
- Lower Delay to a Requirement
- Conclusion
- References
- Stochastic Scheduling for Underwater Sensor Networks
- Introduction
- Related Work
- Underwater MAC Protocols
- Stochastic Scheduling
- Network Model
- Stochastic Scheduling on a Single Channel
- Basic Constraints and General Guidelines
- An Objective Function for the Assignment of P Values
- Maximizing Overall Network Reliability
- Stochastic Scheduling on Multiple Channels
- A Distributed Algorithm for Stochastic Scheduling
- Performance Evaluation
- Performance under Varying Load and Propagation Delay
- Performance under Dynamic Network Conditions
- Conclusions and Future Work
- References
- Using SensLAB* as a First Class Scientific Tool for Large Scale Wireless Sensor Network Experiments
- Introduction
- Context and Design Requirements
- Main Elements of SensLAB
- SensLAB Hardware Components and Infrastructures
- SensLAB Software Architecture
- Conducting Experimentations with SensLAB
- SensLAB for Testing Geolocalization Protocols
- SensLAB for Testing Medium Access Control Protocols
- Conclusion
- References
- Energy Efficiency
- Using Coordinated Transmission with Energy Efficient Ethernet
- Introduction
- Coordinated Transmission (CT)
- Coordinated Transmission Scheme
- Signaling Mechanisms for Coordinated Transmission
- Benefits of Coordinated Transmission
- Energy Savings
- Extended Reach
- Performance Evaluation
- Conclusions
- References
- Online Job-Migration for Reducing the Electricity Bill in the Cloud
- Introduction
- The Model
- Preliminaries
- Problem Formulation
- An Online Job-Migration Algorithm
- An Efficient Online Algorithm
- Simulations
- Concluding Remarks
- References
- Stochastic Traffic Engineering for Live Audio/Video Delivering over Energy-Limited Wireless Access Networks
- Introduction and Related Works
- QoS Real-Time Streaming: System and Traffic Modeling
- QoS Support for Real-Time Streaming
- The Tackled STE Problem
- Algorithmic Solution of the Tackled STE Problem
- Traffic Analysis of IP-over-Wireless Access Connections
- Traffic Tests and Final Remarks
- Effects of the Memory-Order of the Playout Policy
- Effects of Traffic Load and Traffic Congestion
- References
- VMFlow: Leveraging VM Mobility to Reduce Network Power Costs in Data Centers
- Introduction
- Background and Related Work
- Network-Aware VM Placement Problem
- Heuristic Design
- Experimental Evaluation
- Handling Server Consolidation
- Future Work
- References
- Mobility Modeling
- A Collaborative AAA Architecture to Enable Secure Real-World Network Mobility
- Introduction
- Motivation
- Background
- NEMO BS Protocol
- IPsec
- RADIUS AAA Protocol
- TLS Based Authentication Methods
- Wireless Security
- Design
- Evaluation
- Qualitative
- Quantitative
- Conclusion
- References
- Markov Modulated Bi-variate Gaussian Processes for Mobility Modeling and Location Prediction
- Introduction
- Related Work
- Model and Positioning Prediction
- Markov Modulated Bi-variate Gaussian Processes Model
- Positioning Prediction
- dMMBVGP Inference Procedure
- Results
- Conclusions
- References
- Mobility Prediction Based Neighborhood Discovery in Mobile Ad Hoc Networks
- Introduction
- Motivation
- Contributions
- Related Work
- Preliminaries
- Autoregressive Model
- Simplified Autoregressive Model
- Autoregressive Hello Protocol
- Assumptions
- Algorithm Overview
- Mobility Modeling and Position Estimation
- Evaluating Position Estimates
- Detecting Neighborhood Change
- Performance Evaluation
- Performance in Relation with Time
- Performance in Relation with Number of Nodes
- Conclusions
- References
- STEPS - An Approach for Human Mobility Modeling
- Introduction
- Related Works
- Characterizing Human Mobility
- Model Description
- The Model
- Markov Chain Modeling
- Model Properties
- Inter-Contact Time vs. Contact Time Distributions
- Epidemic Routing Performance
- Human Mobility Structure Studied with STEPS
- Conclusion
- References
- Network Science
- Epidemic Spread in Mobile Ad Hoc Networks: Determining the Tipping Point
- Introduction
- Preliminaries
- Epidemic Model: SIS (Flu-Like)
- Problem Formulation
- Framework
- Epidemic Thresholds on Mobility Models
- Specific Approximations
- Insensitivity to Node Velocity
- Simulation Methodology and Results
- Experimental Setup
- Mobility Models
- Summary of Results
- Discussion
- More on Impact of Node Velocity
- The Periodic Mobility Model
- Other Epidemic Models
- Related Work
- Conclusions
- References
- Small Worlds and Rapid Mixing with a Little More Randomness on Random Geometric Graphs
- Introduction and Related Work
- Theoretical Results
- Random Geometric Graph Preliminaries
- Adding Random Edges
- APL and Diameter Bounds for G1
- APL and Diameter Bounds for G2
- Experimental Results
- Conclusion and Future Work
- References
- A Random Walk Approach to Modeling the Dynamics of the Blogosphere
- Introduction
- Background
- Problem Statement
- Proposed Approach
- Key Contributions
- Related Work
- Topological Properties
- Temporal Properties
- Topological and Temporal Properties
- Overview of the Proposed Model
- Formal Analysis of the Proposed Model
- Formal Definitions and Notations
- RW-1: One-Dimensional Random Walk Modeling the Temporal Dynamics of Posting Behavior
- RW-2/3: Random Walk on Blog Graph (Explore/Exploit)
- RW-4: Random Walk on Reverse Chronological Post List
- RW-5: Random Walk on Post Graph (Link Expansion)
- Formal Analysis of RW-2/3/5
- Experimental Results
- Inter-Posting Time
- Blog In-Degree
- Post In-Degree
- PageRank
- Conclusion
- References
- A Nash Bargaining Solution for Cooperative Network Formation Games
- Introduction
- Related Work
- Cooperative Network Formation Game: Formulation and Solutions
- Network Model
- The Shapley Value Solution
- The Nash Bargaining Solution (NBS)
- Numerical Results
- Conclusion
- References
- Network Topology Configuration
- Optimal Node Placement in Distributed Wireless Security Architectures
- Introduction
- Related Work
- Centralized versus Distributed Security Architectures
- Optimal Core Node Placement
- Numerical Results
- Conclusion
- References
- Geographical Location and Load Based Gateway Selection for Optimal Traffic Offload in Mobile Networks
- Introduction
- State of the Art
- Local GW Selection
- Triggering Local GW Selection for UEs in Idle Mode
- Triggering Local GW Selection to Accommodate New IP Sessions of UEs in Active Mode
- Performance Evaluation
- Concluding Remarks
- References
- Femtocell Coverage Optimisation Using Statistical Verification
- Introduction
- State of the Art
- Femtocell Coverage Optimisation
- Statistical Verification
- Coverage Optimisation in Femtocells
- Statistical Verification for Femtocell Networks
- Modelling Overlap, Load and Gap Violations as Stochastic Discrete Event Processes
- Femtocell Coverage Verification Procedure
- Evaluation
- Evaluation Results
- Discussion
- Conclusions and Future Work
- References
- Points of Interest Coverage with Connectivity Constraints Using Wireless Mobile Sensors
- Introduction
- Background and Assumptions
- State of the Art
- Motivation and Preliminaries
- Relative Neighborhood Graph
- Deployment Algorithm for PoI Coverage
- Basic Idea
- Deployment Algorithm
- Algorithm Properties
- Deployment Simulations
- Static PoI
- Moving PoI
- Multiple PoIs
- Implementation
- Conclusion
- References
- Next Generation Internet
- A Deep Dive into the LISP Cache and What ISPs Should Know about It
- Introduction
- Related Work
- LISP Overview
- LISP Emulation
- Results
- Vanilla LISP
- Symmetric LISP
- Conclusion
- References
- Data Plane Optimization in Open Virtual Routers
- Introduction
- Related Work
- Linux Based Virtual Routers
- Packet Processing Path
- The macvlan Virtual Interface
- Performance Evaluation
- Experimental Setup
- Throughput
- Scalability
- Isolation
- Latency
- Conclusion and Future Work
- References
- Performance Comparison of Hardware Virtualization Platforms
- Introduction
- Background and Related Work
- Virtualization Concepts
- Related Work
- Hardware Setup and Measurement Scenarios
- Hardware Setup
- Measurement Metrics and Methodology
- Dedicated Host Scenario - Impact of Virtualization
- Shared Host Scenario - Impact of Other Guest Systems
- The Performance Cost of Virtualization
- Isolation of Guest Systems
- Conclusion
- References
- A Novel Scalable IPv6 Lookup Scheme Using Compressed Pipelined Tries
- Introduction
- Our New Forwarding Scheme
- Constructing the Uncompressed Multibit Trie
- Inter-Node Compression
- INCT Packet Lookup
- Experimental Evaluation
- INCT Evaluation
- INCT Forwarding Engine Performance Estimation
- Prior Art and Related Work
- Conclusions and Future Work
- References
- Path Diversity
- oBGP: An Overlay for a Scalable iBGP Control Plane
- Introduction
- BGP Routing in a Nutshell
- Plagues in Current iBGP
- Previous Work
- oBGP: A Scalable Overlay for iBGP Routing
- Overview
- Distributed Storage
- Selection and Propagation of BGP Routes
- Deployment of oBGP
- Gain through Design
- Conclusions and Future Work
- References
- Scalability of iBGP Path Diversity Concepts
- Introduction
- Motivation
- Related Work
- Main Contribution and Paper Outline
- About Add-Path and iBGP Path Diversity
- The Add-Path Concept
- Routing Information Exchange Schemes
- A Theoretical Framework for Scalability Analyses
- Basic Model
- Scheme-Specific Estimations for Non-external Paths |Pvext|i
- Required Performance Data
- Performance Evaluation for a Reference System
- The Reference System AS3320
- Prefix Advertisement by Neighbor-ASs
- AS-specific Information Load Predictions
- Generalization
- General Results
- ASs without Route Reflection
- Conclusion and Future Work
- References
- MultiPath TCP: From Theory to Practice
- Introduction
- MultiPath TCP
- Linux MultiPath TCP Architecture
- Reaching Full Path Utilization
- Receive Buffer Constraints
- Implementing the Coupled Congestion Control
- Evaluation
- Measuring the Coupled Congestion Control
- MPTCP Performance
- Conclusion and Future Work
- References
- Stealthier Inter-packet Timing Covert Channels
- Introduction
- Related Work
- Inter-packet Times Analysis
- Datasets and Methodology
- Results
- Covert Channel
- Basic Encoding
- Improved Synchronisation
- Sub-band Encoding
- Detection
- Datasets and Features
- Machine Learning
- Results
- Channel Capacity
- Channel Model
- Testbed and Methodology
- Maximum Transmission Rates
- Conclusions and Future Work
- References
- Author Index
