Visiting address

DS - BI
University of Groningen
Nijenborgh 9
9747 AG Groningen
The Netherlands

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Saad Saleh

PhD Graduate

  • Email: saadsaleh100 [at] gmail.com

Research

  • Networking
  • Cognitive Networks
  • Network Architectures
  • Content Addressable Memories
  • Software Defined Networks
  • Emerging Hardware Technologies (Memristors)
Saad Saleh

Publications

  1. Chen, L., Saleh, S., Tavormina, F., Mario, L., Li, J., Xie, Z., Masciocchi, N., Brabec, C., Koldehofe, B., & Loi, M. A. (2025). Modulating trapping in low dimensional lead-tin halides for energy-efficient neuromorphic electronics. Advanced Materials.
  2. Saleh, S. (2025). Methods and Design for Analog Computing Architectures: Memristors for Enhancing Expressiveness and Energy-Efficiency of Packet Processors (p. 212) [PhD thesis, University of Groningen]. https://doi.org/10.33612/diss.1157857827
  3. Saleh, S., Goossens, A. S., Shu, S., Banerjee, T., & Koldehofe, B. (2024, June). Analog In-Network Computing through Memristor-based Match-Compute Processing. Proceedings of the 43rd International Conference on Computer Communications (INFOCOM 2024). https://hdl.handle.net/11370/bae8a4e6-61c6-46c6-b8a3-c9d054610009
  4. Saleh, S., Shu, S., & Koldehofe, B. (2024, June). dAQM: Derivative-based Active Queue Management. Proceedings of the 23rd IFIP Networking Conference (NETWORKING 2024). https://hdl.handle.net/11370/70f406a6-c56f-4968-9f41-fb91eecea7a8
  5. Saleh, S., Shu, S., & Koldehofe, B. (2024, May). Adaptive In-Network Queue Management using Derivatives of Sojourn Time and Buffer Size. Proceedings of the 37th Network Operations and Management Symposium (NOMS 2024) . https://hdl.handle.net/11370/54af0761-645c-4bce-8c0a-c3bbd8c90358
  6. Saleh, S., & Koldehofe, B. (2024, April). Beyond Digital! Memristor-based Energy Efficient Analog Network Functions. ICT.OPEN - CompSys Research for a Responsibly Digitalised Society. https://www.cs.rug.nl/ds/Publications/Publications
  7. Saleh, S., & Koldehofe, B. (2024, January). Towards Analog In-Network Computing for Supporting Cognitive and Energy-Efficient Network Functions. 6th International Conference on Applications of Intelligent Systems (APPIS 2024). https://www.cs.rug.nl/ds/Publications/Publications
  8. Saleh, S., & Koldehofe, B. (2023, December). The Future is Analog: Energy-Efficient Cognitive Network Functions over Memristor-Based Analog Computations. Proceedings of the 22nd ACM SIGCOMM Workshop on Hot Topics in Networks (HotNets 2023). https://doi.org/10.1145/3626111.3628192
  9. Saleh, S., & Koldehofe, B. (2023, December). Memristor-based Network Switching Architecture for Energy Efficient Cognitive Computational Models. Proceedings of the 18th International Symposium on Nanoscale Architectures (NanoArch 2023). https://doi.org/10.1145/3611315.3633272
  10. Saleh, S., Goossens, A. S., Banerjee, T., & Koldehofe, B. (2023, September). Memristor-based Probabilistic Content Addressable Memory for Cognitive Network Functions. Neuromorphic Computing Netherlands (NCN 2023) Workshop [Posters].
  11. Saleh, S., Goossens, A. S., Banerjee, T., & Koldehofe, B. (2023, August). PAmM: Memristor-based Probabilistic Associative Memory for Neuromorphic Network Functions. Proceedings of the Non-Volatile Memory Technology Symposium (NVMTS 2023).
  12. Saleh, S., & Koldehofe, B. (2023, June). Memristor-based Cognitive and Energy-Efficient Analog In-network Computing. Neuromorphic Summer School [Posters].
  13. Saleh, S., & Koldehofe, B. (2022). On Memristors for Enabling Energy Efficient and Enhanced Cognitive Network Functions. IEEE Access, 10, 129279–129312. https://doi.org/10.1109/ACCESS.2022.3226447
  14. Saleh, S., Goossens, A. S., Banerjee, T., & Koldehofe, B. (2022, December). TCAmMCogniGron: Energy Efficient Memristor-Based TCAM for Match-Action Processing. Proceedings of the 7th International Conference on Rebooting Computing (ICRC 2022). https://doi.org/10.1109/ICRC57508.2022.00013
  15. Saleh, S., Goossens, A. S., Banerjee, T., & Koldehofe, B. (2022, November). Using Memristors for Energy Efficient Cognitive Network Functions. Symposium on Physics of Information in Matter [Poster Session]. https://research.rug.nl/en/publications/using-memristors-for-energy-efficient-cognitive-network-functions
  16. Saleh, S., Goossens, A. S., Banerjee, T., & Koldehofe, B. (2022, October). Towards Energy Efficient Memristor-based TCAM for Match-Action Processing. Proceedings of the 13th International Green and Sustainable Computing Conference (IGSC 2022). https://doi.org/10.1109/IGSC55832.2022.9969354
  17. Saleh, S., Goossens, A. S., Banerjee, T., & Koldehofe, B. (2022, October). In-Network Computing Over Memristor-Based Cognitive Network Functions. Brain-Inspired Concepts and Materials for Information Processing (Brainspiration) Conference [Poster Session]. https://research.rug.nl/en/publications/in-network-computing-over-memristor-based-cognitive-network-funct
  18. Saleh, S., & Koldehofe, B. (2022, September). Memristor-Based Cognitive Network Packet Processors. Neuromorphic Computing Netherlands (NCN 2022) Workshop [Abstracts, Talks and Posters]. https://research.rug.nl/en/publications/memristor-based-cognitive-network-packet-processors
  19. Saleh, S., Goossens, A. S., Banerjee, T., & Koldehofe, B. (2022, September). Memristor-Based Cognitive and Energy Efficient In-Network Processing. Workshop on Bio-Inspired Information Pathways [Abstracts and Posters]. https://research.rug.nl/en/publications/memristor-based-cognitive-and-energy-efficient-in-network-process
  20. Saleh, S., Qadir, J., & Ilyas, M. U. (2018). Shedding Light on the Dark Corners of the Internet: A Survey of Tor Research. Journal of Network and Computer Applications, 114, 1–28. https://doi.org/10.1016/j.jnca.2018.04.002
  21. Ayub, N., Raja, M., Saleh, S., & Ilyas, M. U. (2017). MuGKeG: Secure Multi-channel Group Key Generation Algorithm for Wireless Networks. Wireless Personal Communications, 96(3), 4799–4818. https://doi.org/10.1007/s11277-017-4423-9
  22. Gillani, M., Ilyas, M. U., Saleh, S., Alowibdi, J. S., Aljohani, N., & Alotaibi, F. S. (2017). Post Summarization of Microblogs of Sporting Events. Proceedings of the 26th International Conference on World Wide Web Companion, 59–68. https://doi.org/10.1145/3041021.3054146
  23. Javed, U., Iqbal, A., Saleh, S., Haider, S. A., & Ilyas, M. U. (2017). A Stochastic Model for Transit Latency in OpenFlow SDNs. Computer Networks, 113, 218–229. https://doi.org/10.1016/j.comnet.2016.12.015
  24. Iqbal, A., Javed, U., Saleh, S., Kim, J., Alowibdi, J. S., & Ilyas, M. U. (2016). Analytical Modeling of End-to-End Delay in OpenFlow Based Networks. IEEE Access, 5, 6859–6871. https://doi.org/10.1109/ACCESS.2016.2636247
  25. Baqapuri, A. I., Saleh, S., Ilyas, M. U., Khan, M. M., & Qamar, A. M. (2016). Sentiment Classification of Tweets using Hierarchical Classification. International Conference on Communications, 1–7. https://doi.org/10.1109/ICC.2016.7511391
  26. Raja, H., Ilyas, M. U., Saleh, S., Liu, A. X., & Radha, H. (2016). Detecting National Political Unrest on Twitter. International Conference on Communications, 1–7. https://doi.org/10.1109/ICC.2016.7511393
  27. Saleh, S., Shah, Z., & Baig, A. (2015). Improving QoS of IPTV and VoIP over IEEE 802.11n. Computers & Electrical Engineering, 43, 92–111. https://doi.org/10.1016/j.compeleceng.2014.10.017
  28. Saleh, S., Ilyas, M. U., Khurshid, K., Liu, A. X., & Radha, H. (2015). IM Session Identification by Outlier Detection in Cross-correlation Functions. 49th Annual Conference on Information Sciences and Systems, 1–5. https://doi.org/10.1109/CISS.2015.7086851
  29. Saleh, S., Raja, M., Shahnawaz, M., Ilyas, M. U., Khurshid, K., Shafiq, M., Liu, A. X., Radha, H., & Karande, S. S. (2014). Breaching IM Session Privacy Using Causality. Global Communications Conference, 686–691. https://doi.org/10.1109/GLOCOM.2014.7036887
  30. Shah, I. A., Ilyas, M. U., Raja, M., Saleh, S., Khan, M. M., Qamar, A. M., Shafiq, M. Z., Liu, A. X., & Radha, H. (2014). Predicting New Collaborations in Academic Citation Networks of IEEE and ACM Conferences. International Conference on Social Computing. https://research.rug.nl/en/publications/predicting-new-collaborations-in-academic-citation-networks-of-ie
  31. Saleh, S., Shah, Z., & Baig, A. (2013). Capacity Analysis of Combined IPTV and VoIP over IEEE 802.11n. 38th Annual IEEE Conference on Local Computer Networks, 785–792. https://doi.org/10.1109/LCN.2013.6761333
  32. Saleh, S., Shah, Z., & Baig, A. (2013). IPTV Capacity Analysis using DCCP over IEEE 802.11n. 78th Vehicular Technology Conference, 1–5. https://doi.org/10.1109/VTCFall.2013.6692252