Paul Patras

Search results

• 2024

  Deciphering Clusters With a Deterministic Measure of Clustering Tendency

  Diallo, A. F. & Patras, P., 8 Mar 2024, In: IEEE Transactions on Knowledge and Data Engineering. 36, 4, p. 1489-1501 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Clustering Tendency 100%
  • Quality Assessment 25%
  • Internal Structure 25%
  • Clustering Algorithm 25%
  • Information Retrieval 25%
• 2023

  Cluster and conquer: Malicious traffic classification at the edge

  Diallo, A. F. & Patras, P., 13 Dec 2023, In: IEEE Transactions on Network and Service Management. 21, 3, p. 2700-2714 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Intrusion Detection 100%
  • Traffic Classification 100%
  • Network Traffic 50%
  • Cyber Attack 25%
  • Digital Service 25%

• P-Sketch: A Fast and Accurate Sketch for Persistent Item Lookup

  Li, W. & Patras, P., 25 Aug 2023, In: IEEE/ACM Transactions on Networking. 32, 2, p. 987-1002 16 p., 10230989.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Network Management 100%
  • Data Stream 100%
  • Single Instruction Multiple Data 100%
  • L1 Cache 100%
  • Data Item 100%

• TransMUSE: Transferable Traffic Prediction in MUlti-Service Edge Networks

  Xu, L., Liu, H., Song, J., Li, R., Hu, Y., Zhou, X. & Patras, P., 1 Feb 2023, In: Computer Networks. 221, 12 p., 109518.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Traffic Prediction 100%
  • Service Traffic 57%
  • Network Traffic 28%
  • Mean Absolute Error 28%
  • Neural Network 14%

• On The Data Privacy Practices Of Android OEMs

  Liu, H., Patras, P. & Leith, D. J., 18 Jan 2023, In: PLoS ONE. 18, 1, 15 p., e0279942.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Data Privacy 100%
  • Privacy Practice 100%
  • Computer Hardware 100%
  • Privacy Concern 66%
  • Network Traffic 33%
• 2022

  Deep Reinforcement Learning-Based Beam Training with Energy and Spectral Efficiency Maximisation for Millimetre-Wave Channels

  Narengerile, N., Thompson, J., Patras, P. & Ratnarajah, T., Dec 2022, In: EURASIP Journal on Wireless Communications and Networking. 2022, 1, 20 p., 110.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Spectral Efficiency 100%
  • Energy Efficiency 100%
  • Reinforcement Learning 100%
  • Maximization 100%
  • Millimeter Wave 100%

• NetSentry: A deep learning approach to detecting incipient large-scale network attacks

  Liu, H. & Patras, P., 1 Jul 2022, In: Computer Communications. 191, p. 119-132 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Learning Approach 100%
  • Machine Learning 100%
  • Learning System 100%
  • Deep Learning Method 100%
  • network intrusion detection 100%

• Adversarial Attacks Against Deep Learning-based Network Intrusion Detection Systems and Defense Mechanisms

  Zhang, C., Costa-Pérez, X. & Patras, P., 16 Jun 2022, In: IEEE/ACM Transactions on Networking. 30, 3, p. 1294-1311 18 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Network Based Intrusion Detection System 100%
  • Adversarial Machine Learning 100%
  • Deep Learning Method 100%
  • Neural Network 50%
  • Attackers 50%

• SDGNet: A Handover-Aware Spatiotemporal Graph Neural Network for Mobile Traffic Forecasting

  Fang, Y., Ergüt, S. & Patras, P., 10 Mar 2022, In: IEEE Communications Letters. 26, 3, p. 582-586 5 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Graph Neural Network 100%
  • Spatiotemporal Graph 100%
  • Graph Representation 50%
  • Mobile Network 50%
  • Traffic Prediction 50%

• VAMP: A Predictive Approach to Audio/Video Bitrate Adaptation Over Wireless Networks

  Li, W., Huang, J., Lyu, W., Wang, J. & Patras, P., 9 Mar 2022, In: IEEE Wireless Communications Letters. 11, 3, p. 513-517 5 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Buffer 100%
• 2020

  Driver Behavior Recognition via Interwoven Deep Convolutional Neural Nets With Multi-Stream Inputs

  Zhang, C., Li, R., Kim, W., Yoon, D. & Patras, P., 20 Oct 2020, In: IEEE Access. 8, p. 191138-191151 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Convolutional Neural Network 100%
  • Deep Convolutional Neural Networks 100%
  • Input-Stream 100%
  • Neural Network Architecture 33%
  • Time Constraint 33%

• A Machine Learning-based Framework for Optimizing the Operation of Future Networks

  Fiandrino, C., Zhang, C., Patras, P., Banchs, A. & Widmer, J., 15 Jul 2020, In: IEEE Communications Magazine. 58, 6, p. 20-25 6 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Machine Learning 100%
  • Learning System 100%
  • Control Mechanism 50%
  • Traffic Demand 25%
  • Design Problem 25%
• 2019

  Deep Learning in Mobile and Wireless Networking: A Survey

  Zhang, C., Patras, P. & Haddadi, H., 1 Sept 2019, In: IEEE Communications Surveys & Tutorials. 21, 3, p. 2224-2287 67 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Wireless Networking 100%
  • Mobile Networking 100%
  • Deep Learning Method 100%
  • Mobile Environment 33%
  • And-States 16%

• Max-Min Fair Resource Allocation in Millimetre-Wave Backhauls

  Li, R. & Patras, P., 16 May 2019, (E-pub ahead of print) In: IEEE Transactions on Mobile Computing. 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Resource Allocation 100%
  • Max 100%
  • Millimeter Wave 100%
  • Wireless Connectivity 50%
  • Mobile Network 50%
• 2018

  ORLA/OLAA: Orthogonal Coexistence of LAA and WiFi in Unlicensed Spectrum

  Garcia-Saavedra, A., Patras, P., Valls, V., Costa-Perez, X. & Leith, D. J., 14 Dec 2018, In: IEEE/ACM Transactions on Networking. 26, 6, p. 2665-2678 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Project Partnership 100%
  • High Throughput 50%
  • Performance Evaluation 50%
  • Mobile Network 50%
  • Access Schemes 50%

• Performance Assessment of Open Software Platforms for 5G Prototyping

  Gringoli, F., Patras, P., Donato, C., Serrano, P. & Grunenberger, Y., 6 Nov 2018, In: IEEE Wireless Communications. 25, 5, p. 10-15 6 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Open Source Software 100%
  • Software Platform 100%
  • Software Defined Radio 100%
  • Open Source 50%
  • Extensibility 50%

• Maximising the Utility of Enterprise Millimetre-Wave Networks

  Facchi, N., Gringoli, F. & Patras, P., Apr 2018, In: Computer Communications. 119, p. 29-42 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Enterprise Network 100%
  • High Throughput 100%
  • Access Point 100%
  • Wireless Connectivity 100%
  • Load Balancing 100%

• Anatomy of a Vulnerable Fitness Tracking System: Dissecting the Fitbit Cloud, App, and Firmware

  Classen, J., Wegemer, D., Patras, P., Spink, T. & Hollick, M., 26 Mar 2018, In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 2, 1, 24 p., 5.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Business Models 100%
  • Personal Information 100%
  • Malware 100%
  • Tracking System 100%
  • Code Analysis 100%
• 2017

  Imola: A decentralised learning-driven protocol for multi-hop White-Fi

  Facchi, N., Gringoli, F., Malone, D. & Patras, P., 1 Jun 2017, In: Computer Communications. 105, 1, p. 157-168 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Defined Protocol 100%
• 2016

  Policing 802.11 MAC Misbehaviours

  Patras, P., Feghhi, H., Malone, D. & Leith, D., 1 Jul 2016, In: IEEE Transactions on Mobile Computing. 15, 7, p. 1728-1742 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Commodity Hardware 100%
  • Access Point 100%
  • Channel Access 100%
  • Negative Impact 100%
  • Wireless Network 100%

• Rigorous and practical proportional-fair allocation for multi-rate Wi-Fi

  Patras, P., Garcia-Saavedra, A., Malone, D. & Leith, D. J., Jan 2016, In: Ad Hoc Networks. 36, Part 1, p. 21-34 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Wi-Fi 100%
  • Optimization Problem 50%
  • High Throughput 50%
  • Access Point 50%
  • Convex Optimization 50%
• 2014

  Mitigating collisions through power-hopping to improve 802.11 performance

  Patras, P., Qi, H. & Malone, D., Apr 2014, In: Pervasive and Mobile Computing. 11, 0, p. 41-55 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Open Source 100%
  • Testbed 100%
  • Commodity Hardware 100%
  • Transmission Power 100%
  • Capture Probability 100%
• 2013

  Control theoretic optimization of 802.11 WLANs: Implementation and experimental evaluation

  Serrano, P., Patras, P., Mannocci, A., Mancuso, V. & Banchs, A., Jan 2013, In: Computer Networks. 57, 1, p. 258 - 272

  Research output: Contribution to journal › Article › peer-review

  • Different Network Conditions 100%
• 2012

  Greening Wireless Communications: Status and Future Directions

  Serrano, P., la Oliva, A., Patras, P., Mancuso, V. & Banchs, A., 1 Aug 2012, In: Computer Communications. 35, 14, p. 1651-1661 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Future Direction 100%
  • Wireless Communication 100%
  • Energy Consumption 100%
  • Body Sensor Network 100%
  • Information Technology 100%

• Providing Throughput and Fairness Guarantees in Virtualized WLANs Through Control Theory

  Banchs, A., Serrano, P., Patras, P. & Natkaniec, M., 1 Aug 2012, In: Mobile Networks and Applications. 17, 4, p. 435-446 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Control Theory 100%
  • Virtualizations 50%
  • Theoretic Analysis 50%
  • Mobile Internet 50%
  • Virtual Networks 50%

• A Control Theoretic Scheme for Efficient Video Transmission over IEEE 802.11e EDCA WLANs

  Patras, P., Banchs, A. & Serrano, P., 1 Jul 2012, In: ACM Transactions on Multimedia Computing, Communications and Applications. 8, 3, p. 29:1-29:23 23 p., 29.

  Research output: Contribution to journal › Article › peer-review

  • Video Transmission 100%
  • Recommended Value 100%
  • Analytical Model 100%
  • Optimal Performance 100%
  • IEEE 802.11 100%
• 2011

  A Control-Theoretic Approach to Distributed Optimal Configuration of 802.11 WLANs

  Patras, P., Banchs, A., Serrano, P. & Azcorra, A., Jun 2011, In: IEEE Transactions on Mobile Computing. 10, 6, p. 897-910 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Optimal Configuration 100%
  • Theoretic Approach 100%
  • Control Theory 50%
  • Computer Hardware 50%
  • Distributed Algorithm 50%
• 2010

  Optimal Configuration of 802.1e EDCA for Real-Time and Data Traffic

  Serrano, P., Banchs, A., Patras, P. & Azcorra, A., Jun 2010, In: IEEE Transactions on Vehicular Technology. 59, 5, p. 2511 - 2528 18 p.

  Research output: Contribution to journal › Article › peer-review

  • Local Area Network 100%
  • enhanced distributed channel access 100%
  • Network Condition 50%
  • Exhaustive Search 50%
  • Service Differentiation 50%
• 2009

  A Control Theoretic Approach for Throughput Optimization in IEEE 802.11e EDCA WLANs

  Patras, P., Banchs, A. & Serrano, P., 1 Dec 2009, In: Mobile Networks and Applications. 14, 6, p. 697-708 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Theoretic Approach 100%
  • IEEE 802.11E 100%
  • Specifies 100%
  • Optimal Point 100%
  • Analytical Model 100%