Citation Impact
Citing Papers
Boosting with Maximum Adaptive Sampling
2011
iPlane: an information plane for distributed services
2006
I know what your packet did last hop: using packet histories to troubleshoot networks
2014
State-of-the-art in artificial neural network applications: A survey
2018 Standout
A review of uncertainty quantification in deep learning: Techniques, applications and challenges
2021 Standout
Bayesian Neural Networks for Internet Traffic Classification
2007
Software-Defined Networking: A Comprehensive Survey
2014 Standout
Future Intelligent and Secure Vehicular Network Toward 6G: Machine-Learning Approaches
2019 Standout
A Survey on 5G Networks for the Internet of Things: Communication Technologies and Challenges
2017 Standout
Evaluating machine learning methods for online game traffic identification
2024
Federated Learning in Mobile Edge Networks: A Comprehensive Survey
2020 Standout
An accurate traffic classification model based on support vector machines
2017
A compiler and run-time system for network programming languages
2012
A survey of techniques for internet traffic classification using machine learning
2008 Standout
Network Slicing in 5G: Survey and Challenges
2017 Standout
SoftAir: A software defined networking architecture for 5G wireless systems
2015
Maximum pseudo likelihood estimation in network tomography
2003
Nonorthogonal Multiple Access for 5G and Beyond
2017 Standout
Pi: a path identification mechanism to defend against DDoS attacks
2004
Residual Energy Scans for Monitoring Wireless Sensor Networks
2002
Unmanned Aerial Vehicles (UAVs): A Survey on Civil Applications and Key Research Challenges
2019 Standout
A preliminary performance comparison of five machine learning algorithms for practical IP traffic flow classification
2006
Cognitive Radio Network Tomography
2010
Deep Learning for Intelligent Wireless Networks: A Comprehensive Survey
2018 Standout
A Survey on Software-Defined Networking
2014 Standout
Rethinking virtual network embedding
2008
The cat maps: quantum mechanics and classical motion
1991
Traffic classification through simple statistical fingerprinting
2007
Buffer overflow asymptotics for a buffer handling many traffic sources
1996
A Survey on 5G Usage Scenarios and Traffic Models
2020 Standout
An Overview of IP Flow-Based Intrusion Detection
2010
Cognitive radio networking and communications: an overview
2011 Standout
Calculating the outage probability in a CDMA network with spatial Poisson traffic
2001
Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions
2011 Standout
Effective bandwidth in high-speed digital networks
1995
Fading channels: information-theoretic and communications aspects
1998 Standout
MPEG-4 and H.263 video traces for network performance evaluation
2001
Quantum simulation
2014 Standout
Internet of Things (IoT) for Next-Generation Smart Systems: A Review of Current Challenges, Future Trends and Prospects for Emerging 5G-IoT Scenarios
2020 Standout
Internet tomography
2002
Statistical mechanics of complex networks
2002 Standout
ViNEYard: Virtual Network Embedding Algorithms With Coordinated Node and Link Mapping
2011
A Survey of Software-Defined Networking: Past, Present, and Future of Programmable Networks
2014 Standout
A Random Linear Network Coding Approach to Multicast
2006 Standout
DDoS Attacks at the Application Layer: Challenges and Research Perspectives for Safeguarding Web Applications
2018 Standout
Applications of Deep Reinforcement Learning in Communications and Networking: A Survey
2019 Standout
Satellite Communications in the New Space Era: A Survey and Future Challenges
2020 Standout
Random-matrix theories in quantum physics: common concepts
1998 Standout
Deep Learning for Encrypted Traffic Classification: An Overview
2019 Standout
Wide area traffic: the failure of Poisson modeling
1995 Standout
Continuous queries over data streams
2001
On the self-similar nature of Ethernet traffic (extended version)
1994 Standout
NetReplay
2010
Effective capacity: A wireless link model for support of quality of service
2003 Standout
Scalable constraint-based virtual data center allocation
2019
Rate control for communication networks: shadow prices, proportional fairness and stability
1998 Standout
Estimating the spectrum of a density operator
2001
Anomaly detection in IP networks
2003
A comprehensive survey on machine learning for networking: evolution, applications and research opportunities
2018
State-of-the-Art Deep Learning: Evolving Machine Intelligence Toward Tomorrow’s Intelligent Network Traffic Control Systems
2017
A Survey of Defense Mechanisms Against Distributed Denial of Service (DDoS) Flooding Attacks
2013 Standout
Characterizing network traffic by means of the NetMine framework
2008
The Internet Topology Zoo
2011 Standout
Anomaly detection
2009 Standout
Task Offloading for Mobile Edge Computing in Software Defined Ultra-Dense Network
2018 Standout
Network Function Virtualization: State-of-the-Art and Research Challenges
2015 Standout
LightGBM: A Highly Efficient Gradient Boosting Decision Tree
2017 Standout
Robust Network Traffic Classification
2014
Information theory and communication networks: an unconsummated union
1998
Traffic classification on the fly
2006
Network Traffic Classifier With Convolutional and Recurrent Neural Networks for Internet of Things
2017
Breaking Spectrum Gridlock With Cognitive Radios: An Information Theoretic Perspective
2009 Standout
Online multicast routing with bandwidth guarantees: A new approach using multicast network flow
2003
Squeezing the most out of ATM
1996
Data mining: concepts and techniques
2012 Standout
Long-range dependence in variable-bit-rate video traffic
1995
DevoFlow
2011
Training on multiple sub-flows to optimise the use of Machine Learning classifiers in real-world IP networks
2006
Entanglement detection
2009 Standout
Internet of Things in the 5G Era: Enablers, Architecture, and Business Models
2016 Standout
Artificial intelligence capability: Conceptualization, measurement calibration, and empirical study on its impact on organizational creativity and firm performance
2021 Standout
Automated traffic classification and application identification using machine learning
2005
Energy-Efficient Routing Protocols in Wireless Sensor Networks: A Survey
2012 Standout
Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial
2019 Standout
Self-similarity through high-variability: statistical analysis of Ethernet LAN traffic at the source level
1997
Detecting HTTP-based application layer DoS attacks on web servers in the presence of sampling
2017
Multiple-Source Internet Tomography
2006
Simulating arbitrary pair-interactions by a given Hamiltonian: graph-theoretical bounds on the time-complexity
2002
A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection
2015 Standout
Virtual Network Embedding: A Survey
2013 Standout
Data Streams: Algorithms and Applications
2005
DDoS defense by offense
2006
A Tractable Approach to Coverage and Rate in Cellular Networks
2011 Standout
Works of Nick Duffield being referenced
LADS: large-scale automated DDOS detection system
2006
Bayesian Graph Neural Networks with Adaptive Connection Sampling
2020
Efficient network-wide flow record generation
2011
Local dynamics of mean-field quantum systems
1992
Class-of-service mapping for QoS
2004
SAVE: an algorithm for smoothed adaptive video over explicit rate networks
1998
Entropy of ATM traffic streams: a tool for estimating QoS parameters
1995
Priority sampling for estimation of arbitrary subset sums
2007
Learn More, Sample Less: Control of Volume and Variance in Network Measurement
2005
Multicast-based inference of network-internal loss characteristics
1999
A flexible model for resource management in virtual private networks
1999
Economies of scale in queues with sources having power-law large deviation scalings
1996
Trajectory sampling for direct traffic observation
2001
A Modular Machine Learning System for Flow-Level Traffic Classification in Large Networks
2012
Trajectory sampling for direct traffic observation
2000
Economies of scale in queues with sources having power-law large deviation scalings
1996
Exponential bounds for queues with Markovian arrivals
1994
Large deviations and overflow probabilities for the general single-server queue, with applications
1995
Measurement and analysis of IP network usage and behavior
2000
Multicast topology inference from measured end-to-end loss
2002
On Unbiased Sampling for Unstructured Peer-to-Peer Networks
2008
A large deviation principle for the reduction of product representations
1990
Flow sampling under hard resource constraints
2004
Large deviations, the shape of the loss curve, and economies of scale in large multiplexers
1995
Multicast-based inference of network-internal delay distributions
2002
Resource management with hoses: point-to-cloud services for virtual private networks
2002
Global stability of condensation in the continuum limit for Frohlich's pumped phonon system (biological system)
1988
A Nonstationary Offered-Load Model for Packet Networks
2001