I am a Lecturer (Assistant Professor) and Chancellor's Fellow in the School of Informatics at the University of Edinburgh and a member of the Institute for Computing Systems Architecture (ICSA). I lead the recently established Informatics Internet of Things research programme. I am also affiliated to the EPSRC Centres for Doctoral Training in Pervasive Parallelism and Data Science, and the Security & Privacy group. Previously, I was a research fellow at the Hamilton Institute of the National University of Ireland, Maynooth. Between 2007–2011 I was a research assistant at IMDEA Networks (Madrid Institute for Advanced Studies in Networks). I held visiting research positions at the University of Brescia (2017, 2015), Northeastern University (2016), Technical University Darmstadt (2016), and Rice University (2010).

I hold a Ph.D. and an M.Sc. in Telematics Engineering from University Carlos III of Madrid, and a Dipl.Eng. degree from the Technical University of Cluj-Napoca, Romania.

My research seeks to bridge the gap between fundamental mathematical models and real-world applications of computer networks. I focus on problems related to performance optimisation in wireless networks, network protocols and architectures, mobile traffic analytics, security and privacy, prototyping and test beds.

My CV is available here.

News

Conferences and workshops I am currently involved with:

  • SS5 Mobile Edge Resource Allocation for Data Analytics @ PIMRC 2018, - IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (9-12 September 2018, Bologna, Italy).
  • CROWNCOM 2018 - The 13th EAI International Conference on Cognitive Radio Oriented Wireless Networks (18-19 September, 2018, Ghent, Belgium).
  • IEEE MASS 2018 - IEEE International Conference on Mobile Ad-hoc and Sensor Systems (9-12 October, 2018, Chengdu, China).
  • IEEE GLOBECOM 2018 - IEEE Global Communications Conference (9-13 December, 2018, Abu Dhabi, UAE).
  • IEEE CCNC 2019 - IEEE Consumer Communications & Networking Conference (11-14 January, 2019, Las Vegas, USA).

Press coverage

Our research on the vulnerabilities of fitness trackers featured in The Times, The Telegraph, International Business Times, Huffington Post, New York Post, The Scotsman, STV News, Yorkshire Post, The Northern Echo, Channel News, Market Watch, SC Magazine, The Inquirer, CORDIS News, Homeland Security News Wire, China Press, Xinhua News, China Industrial Control Network, Shenzhen News Network, Photoelectric News Network, Hong Kong News, Indo-Asian News Service, The Economic Times, The Hindu, Businessworld India, The New Indian Express, The Pioneer, domain-b.com, HackRead, Techworm, V3, texnologia.net, Gears of Biz, Infosecurity Magazine, Third Age, Phys.org, ECN Mag, Digtial Journal, Gadgets & Wearables, DIGIT, EurekAlert!. The BBC Radio 4 Extra's Newsjack show also mentioned us in their satire on fitness tracking (season 17, episode 2).

Our survey of deep learning in mobile and wireless networks has been picked up by Chinese media and was covered in The Heart of the Machine, Trencent, NetEase, SINA, and Sohu.com.

Copyright Notice: This material is presented to ensure timely dissemination of scholarly and technical work. Permission to make digital or hard copies of part or all of this work for personal or classroom use is permitted provided that copies are not made or distributed for profit or commercial advantage. Copyright and all rights therein are retained by authors or by other copyright holders. The documents may not be reposted without the explicit permission of the copyright holder.

Drafts

  • C. Zhang, P. Patras, H. Haddadi, "Deep Learning in Mobile and Wireless Networking: A Survey", 2018. [arXiv]
  • A. Garcia-Saavedra, P. Patras, V. Valls, X. Costa-Perez, D. J. Leith "ORLA/OLAA: Orthogonal Coexistence of LAA and WiFi in Unlicensed Spectrum", 2018. [arXiv]
  • R. Li, P. Patras, "Max-Min Fair Millimetre-Wave Backhauling", 2017. [arXiv]

Journal Papers

  1. F. Gringoli, P. Patras, C. Donato, P. Serrano, Y. Grunenberger, "Performance Assessment of Open Software Platforms for 5G Prototyping" to apear in IEEE Wireless Communications, 2018. [preprint]
  2. N. Facchi, F. Gringoli, P. Patras, "Maximising the Utility of Enterprise Millimetre-Wave Networks", Elsevier Computer Communications, vol. 119, pp. 29–42, Apr. 2018, DOI: 0.1016/j.comcom.2018.01.011. [PDF] [BibTeX]
  3. J. Classen, D. Wegemer, P. Patras, T. Spink, and M. Hollick, " Anatomy of a Vulnerable Fitness Tracking System: Dissecting the Fitbit Cloud, App, and Firmware", in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) vol. 2, no. 1, Mar. 2018, DOI: 10.1145/3191737. [PDF] [BibTeX] To be presented at UbiComp 2018.
  4. N. Facchi, F. Gringoli, D. Malone, P. Patras, "Imola: A Decentralised Learning-driven Protocol for Multi-hop White-Fi", Elsevier Computer Communications, vol. 105, pp. 157–168, June 2017, DOI: 10.1016/j.comcom.2016.12.015. [PDF] [BibTeX]
  5. P. Patras, H. Feghhi, D. Malone, D. Leith, "Policing 802.11 MAC Misbehaviours", IEEE Transactions on Mobile Computing, vol. 15, no. 7, pp. 1728–1742, July 2016, DOI: 10.1109/TMC.2015.2478436. [PDF] [BibTeX]
  6. P. Patras, A. Garcia-Saavedra, D. Malone, D. Leith, "Rigorous and Practical Proportional-fair Allocation for Multi-rate Wi-Fi", Elsevier Ad Hoc Networks, vol. 36, Part 1, pp. 21–34, Jan. 2016, DOI: 10.1016/j.adhoc.2015.06.002. [PDF] [BibTeX]
  7. P. Patras, H. Qi, D. Malone, "Mitigating Collisions through Power-Hopping to Improve 802.11 Performance", Elsevier Pervasive and Mobile Computing, vol. 11, pp.41–55, Apr. 2014, DOI: 10.1016/j.pmcj.2013.03.005. [PDF] [BibTeX]
  8. P. Serrano, P. Patras, A. Mannocci, V. Mancuso, A. Banchs, "Control Theoretic Optimization of 802.11 WLANs: Implementation and Experimental Evaluation", Computer Networks, vol. 57, no. 1, pp. 258–272, Jan. 2013, DOI: 10.1016/j.comnet.2012.09.010. [PDF] [BibTeX]
  9. P. Serrano, A. de la Oliva, P. Patras, V. Mancuso, A. Banchs, "Greening Wireless Communications: Status and Future Directions", Elsevier Computer Communications, vol. 35, no. 14, pp. 1651–1661, Aug. 2012, DOI: 10.1016/j.comcom.2012.06.011. [PDF] [BibTeX]
  10. A. Banchs, P. Serrano, P. Patras, M. Natkaniec, "Providing Throughput and Fairness Guarantees in Virtualized WLANs through Control Theory", ACM/Springer Mobile Networks and Applications (MONET), vol. 17, no. 4, pp. 435–446, Aug. 2012, DOI: 10.1007/s11036-012-0382-2. [PDF] [BibTeX]
  11. P. Patras, A. Banchs, P. Serrano, "A Control Theoretic Scheme for Efficient Video Transmission over IEEE 802.11e EDCA WLANs", ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), vol. 8, no. 3, pp. 29:1–29:23, July 2012, DOI: 10.1145/2240136.2240142. [PDF] [BibTeX]
  12. P. Patras, A. Banchs, P. Serrano, A. Azcorra, "A Control Theoretic Approach to Distributed Optimal Configuration of 802.11 WLANs", IEEE Transactions on Mobile Computing, vol. 10, no. 6, pp. 897–910, June 2011, DOI: 10.1109/TMC.2010.231. [PDF] [BibTeX]
  13. P. Serrano, A. Banchs, P. Patras, A. Azcorra, "Optimal Configuration of 802.11e EDCA for Real-Time and Data Traffic", IEEE Transactions on Vehicular Technology, vol. 59, no. 5, pp. 2511–2528, June 2010, DOI: 10.1109/TVT.2010.2043274. [PDF] [BibTeX]
  14. P. Patras, A. Banchs, P. Serrano, "A Control Theoretic Approach for Throughput Optimization in IEEE 802.11e EDCA WLANs", ACM/Springer Mobile Networks and Applications (MONET), vol. 14, no. 6, pp. 697–708, Dec. 2009, DOI: 10.1007/s11036-008-0121-x. [PDF] [BibTeX]

Refereed Conference Papers

  1. C. Zhang, P. Patras "Long-Term Mobile Traffic Forecasting Using Deep Spatio-Temporal Neural Networks", in Proceedings of the ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), Los Angeles, USA, June 2018. DOI: 10.1145/3209582.3209606. [PDF] [BibTeX]
  2. F. Gringoli, N. Ali, F. Guerrini, P. Patras, "A Flexible Framework for Debugging IoT Wireless Applications", in Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, Brescia, Italy, Apr. 2018. [PDF] [BibTeX]
  3. C. Zhang, X. Ouyang, P. Patras, "ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network", in Proceeding of the 13th International Conference on Emerging Networking Experiments and Technologies (ACM CoNEXT), Seoul/Incheon, South Korea, Dec. 2017. DOI: 3143361.3143393. [PDF] [BibTeX]
  4. H. Fereidooni, J. Classen, T. Spink, P. Patras, M. Miettinen, A.-R. Sadeghi, M. Hollick, M. Conti, "Breaking Fitness Records without Moving: Reverse Engineering and Spoofing Fitbit", in Proceedings of the 20th International Symposium on Research in Attacks, Intrusions and Defenses (RAID), Atlanta, GA, USA, Sept. 2017. DOI: 10.1145/2980115.2980133. [PDF] [BibTeX]
  5. R. Li, P. Patras, "WiHaul : Max-Min Fair Wireless Backhauling over Multi-Hop Millimetre-Wave Links", In Proceedings of the 3rd ACM Workshop on Hot Topics in Wireless (HotWireless), New York City, NY, USA, Oct. 2016, DOI: 10.1145/2980115.2980133. [PDF] [BibTeX]
  6. C. Capretti, F. Gringoli, N. Facchi, P. Patras, "LTE/Wi-Fi Co-existence under Scrutiny: An Empirical Study", In Proceedings of the ACM 10th International Workshop on Wireless Network Testbeds, Experimental evaluation & CHaracterization (WiNTECH), New York City, NY, USA, Oct. 2016, DOI: 10.1145/2980159.2980164. [PDF] [BibTeX]
  7. G.H. Sim, R. Li, C. Cano, D. Malone, P. Patras, J. Widmer, "Learning from Experience: Efficient Decentralized Scheduling for 60GHz Mesh Networks", In Proceedings of IEEE 17th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), Coimbra, Portugal, June 2016, DOI: 10.1109/WoWMoM.2016.7523520. [PDF] [BibTeX]
  8. N. Facchi, F. Gringoli, D. Malone, P. Patras, "When Is the Right Time to Transmit in Multi-hop White-Fi?" (demo), In Proceedings of IEEE 17th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), Coimbra, Portugal, June 2016, DOI: 10.1109/WoWMoM.2016.7523539. [extended abstract] [BibTeX]
  9. D. Malone, H. Qi, D. Botvich, P. Patras, "802.11 Buffers: When Bigger is Not Better?", In Proceedings of International Workshop on Wireless Access Flexibility (WiFlex), Springer Lecture Notes in Computer Science (LNCS), Kaliningrad, Russia, Sept. 2013, DOI: 10.1007/978-3-642-39805-6_4. [PDF] [BibTeX]
  10. H. Feghhi, P. Patras, D. Malone, "Practical Node Policing in 802.11 WLANs" (demo), In Proceedings of IEEE 14th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), Madrid, Spain, June 2013, DOI: 10.1109/WoWMoM.2013.6583367. [extended abstract] [BibTeX]
  11. A. Giannoulis, P. Patras, E. Knightly, "Mobile Access of Wide-Spectrum Networks: Design, Deployment and Experimental Evaluation", In Proceedings of IEEE 32nd International Conference on Computer Communications (INFOCOM), Turin, Italy, Apr. 2013, DOI: 10.1109/INFCOM.2013.6566968. [PDF] [technical report] [BibTeX]
  12. P. Salvador, S. Paris, C. Pisa, P. Patras, Y. Grunenberger, X. Perez-Costa, J. Gozdecki, "A Modular, Flexible and Virtualizable Framework for IEEE 802.11", In Proceedings of Future Network & Mobile Summit 2012, Berlin, Germany, July 2012. [PDF] [BibTeX]
  13. P. Patras, H. Qi, D. Malone, "Exploiting the Capture Effect to Improve WLAN Throughput", In Proceedings of IEEE 13th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), San Francisco, USA, June 2012, DOI: 10.1109/WoWMoM.2012.6263697. [PDF] [BibTeX]
  14. J. Lessmann, A. de la Oliva, C. Sengul, A. Garcia, M. Kretschmer, S. Murphy, P. Patras, "On the Scalability of Carrier-grade Mesh Network Architectures", In Proceedings of Future Networks & Mobile Summit, Warsaw, Poland, June 2011. [PDF] [BibTeX]
  15. P. Serrano, P. Patras, X. Perez Costa, B. Gloss, D. Chieng, "A MAC Layer Abstraction for Heterogeneous Carrier Grade Mesh Networks", In Proceedings of ICT Mobile Summit 2009, Santander, Spain, June 2009. [PDF] [BibTeX]
  16. P. Patras, A. Banchs, P. Serrano, "A Control Theoretic Framework for Performance Optimization of IEEE 802.11 Networks", In Proceedings of IEEE 28th International Conference on Computer Communications (INFOCOM), Rio de Janeiro, Brazil, Apr. 2009, DOI: 10.1109/INFCOMW.2009.5072094. [extended abstract] [poster] [BibTeX]
  17. A. Bikfalvi, P. Patras, C.M. Vancea, V. Dobrota, "The Management Infrastructure of a Network Measurement System for QoS Parameters", In Proceedings of 14th International Conference on Software, Telecommunication and Computer Networks (SoftCOM), Split-Dubrovnik, Croatia, Oct. 2006, DOI: 10.1109/SOFTCOM.2006.329752. [PDF] [BibTeX]

Bibliometrics and bibliographic meta-data for my publications are available on Google Scholar, dblp, and ResearchGate.

Current Projects

  • Wrasse: Riding Millimetre Radio Waves at Gigabit-per-second Speeds

    This project seeks to explore the potential of wireless networks operating in the 60GHz frequency-band to achieve Gb/s data-rates. The problems we are currently investigating include 802.11ad performance analysis, resource allocation, and small cell backhauling. The research is partially funded by the University of Edinburgh Development Trust through an Innovative Initiative Grant.

Past Projects

  • FLAVIA: FLexible Architecture for Virtualizable future wireless Internet Access (2011–2013)

    FLAVIA is a successfully completed collaborative research project funded by the European Commission through a FP7-2009-ICT-5 grant. The team focused on exposing flexible programmable interfaces for commercial off-the-shelf wireless devices, that enable service customisation and performance optimisation through software-based exploitation of low-level operations and control primitives.

  • CARMEN: CARrier grade MEsh Networks (2008–2010)

    CARMEN is a successfully completed collaborative research project funded by the European Commission through a FP7-2008-ICT-1 grant. The objective was to designed a heterogeneous wireless mesh network architecture supporting carrier grade triple-play services for mobile/fixed network operators.

  • DAIDALOS II: Designing Advanced network Interfaces for the Delivery and Administration of Location independent, Optimised personal Services (2007–2008)

    DAIDALOS II is a successfully completed integrated project funded by the European Commission through a FP6-2004-IST-4 grant. The project designed, developed and validateed a beyond 3rd generation mobile communications framework, supporting secure, personalised and pervasive services built on heterogeneous technology.

Postgraduate Students

  • Rui Li (Ph.D.), The University of Edinburgh, 2018 (expected).
  • Chaoyun Zhang (Ph.D.), The University of Edinburgh, 2020 (expected).
  • Sivaprakash Senapathi (M.Res.), The University of Edinburgh (co-supervised with Mahesh Marina), 2015. (now at J.P. Morgan)

Interns

  • Marco Cominelli, University of Brescia, July–Dec. 2018
  • Adela Rotar, University of Edinburgh, May–July 2018.
  • Haoyu Liu, University of Edinburgh, June–Sept. 2018.
  • Ayush Bhardwaj, IIT Roorkee, June–Aug. 2018.
  • Daniel Licciardello, University of Catania, Mar. 2016–May 2016.
  • Chiara Capretti, University of Brescia, Sept. 2015–Dec. 2015.
  • Nicolo Facchi, University of Brescia, Sept. 2014–Feb. 2015.

If you are interested in undertaking a PhD under my supervision, you may find this advice helpful.

Current Courses

  • Spring 2018 – INFR11146: Internet of Things Systems, Security and the Cloud (IoTSSC)
  • Fall 2016, Fall 2015, Fall 2014 – INFR09044/INFR09040: Computer Science Large Practical
  • Fall 2015 – INFR09041: Undergraduate Research Practical

Past Courses

  • Spring 2013 – EE402: Computer & Communications Networks (National University of Ireland Maynooth)
  • Spring 2008, Spring 2009 – Network Infrastructure (University Carlos III of Madrid)

Organising Committees

  • Publicity co-chair, IEEE Wireless Communications and Networking Conference ( WCNC 2018).
  • Steering Committee member, ACM International Workshop on Wireless Network Testbeds, Experimental Evaluation & Characterization (WiNTECH), 2017–present.
  • Reproduciblity Committee member, ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec 2018, WiSec 2017).
  • Technical Programme Committee co-chair, The 10th ACM International Workshop on Wireless Network Testbeds, Experimental Evaluation & Characterization (WiNTECH 2016), co-located with ACM MobiCom.
  • Demos/Posters chair, The 9th ACM International Workshop on Wireless Network Testbeds, Experimental Evaluation & Characterization (WiNTECH 2014), co-located with ACM MobiCom.
  • Demos/Posters chair, The 11th ACM International Symposium on Mobility Management and Wireless Access (MobiWAC 2013), co-located with ACM MSWiM.
  • Publication co-chair, The 13th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM 2012).
  • Scientific secretary, The 16th European Wireless Conference (EW 2010).

Technical Programme Committees

Editorial Boards

  • Associate Editor, IEEE Communications Letters (2017–present).
  • Technical Committee member, Elsevier Computer Communications journal (2014–present).

Reviewer

  • IEEE journals: IEEE/ACM Transactions on Networking, IEEE Transactions on Mobile Computing, IEEE Journal on Selected Areas in Communications, IEEE Transactions on Vehicular Technology, IEEE Transactions on Wireless Communications, IEEE Transactions on Communications, IEEE Transactions on Network and Service Management, IEEE Communications Magazine, IEEE Communications Letters, IEEE Wireless Communications Letters, IEEE Signal Processing Letters.
  • ACM journals: ACM Transactions on Privacy and Security, Communications of the ACM.
  • PloS journals: PloS ONE.
  • Elsevier journals: Computer Networks, Ad-hoc Networks, Pervasive and Mobile Computing.
  • Springer journals: ACM/Springer Mobile Networks and Applications (MONET), Wireless Networks, Telecommunications Systems, Wireless Personal Communications, EURASIP Journal on Wireless Communications and Networking.
  • Other: MDPI Sensors, Journal of Communications and Networks, Ad Hoc & Sensor Wireless Networks, International Journal of Ad Hoc and Ubiquitous Computing, Hindawi Mobile Information Systems.

Other Things

  • Thoughts on science and technology I share on my blog.
  • Topics I follow and questions I answer(ed) on Quora.
  • Code I authored (a while ago) available on GitHub.
  • Random things I (re)tweet.
  • My photos on Flickr and 500px.
  • Music I listen to.
  • If you are into chess, you can challenge me on gameknot.