7. Di Wu, Philip Rodgers, Blesson Varghese Rehmat Ullah,Peter Kilpatrick, and Ivor Spence “Collaborative training with buffered activations", U.S. Patent Application PCT/US2022/053601, June 20, 2024. View Patent
What's New
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June 20, 2024: International patent application entitled "Collaborative training with buffered activations" with claims to U.S. provisional patent application has been published under the World Intellectual Property Organization (WIPO) and patent cooperation treaty (PCT).
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June 19, 2024: Paper titled "Blockchain applications for Internet of Things — A survey" has been published in the Elsevier Internet of Things Journal.
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Invited Talk: International Conference on Explainable Artificial Intelligence for Industry 5.0 , Dong A University, Danang, Vietnam, September 2023.
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International Chair: Joined International Research Institute for Artificial Intelligence and Data Science as a Chair in Data Science and Explainable Artificial Intelligence. This is a Joint Research Institute of Vietnam & France where the main organizations are the University of Lille, France, and Dong A University, Vietnam.
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PhD External Examiner: For thesis titled "Secure and Privacy-preserving Federated Learning with Explainable Artificial Intelligence for Smart Healthcare System" at the ENSAIT (École nationale supérieure des arts et industries textiles University of Lille in France on Monday 28th August 2023.
July 2023: Thanks to School of Technologies for granting me the CST impact fund. To create impact with my research, I am developing an Intelligent Edge Computing Testbed which will include heterogeneous devices such as Raspberry Pis, NVIDIA Jetson Nanos, and AI JetBots.
January 19, 2023: U.S. patent application entitled "Adaptive offloading of federated learning" has been published
April 27, 2023: International patent application entitled "Cooperative training migration" with claims to U.S. provisional patent application has been published under the World Intellectual Property Organization (WIPO) and patent cooperation treaty (PCT).
February 19, 2023: I will be speaking at the upcoming 1st International Conference on Computing Systems and Smart Applications. to be held in Agadir, Morocco from June 28-29, 2023.
December 20, 2022: A brief segment with SUNO TV, Pakistan about patents.
December 15, 2022: Launched an Early Career Researcher’s Forum at Cardiff School of Technologies (CST-ECRF), Cardiff Metropolitan University.
December 05, 2022: Our latest work entitled "Simultaneous Transmitting and Reflecting-Reconfigurable Intelligent Surface in 6G: Design Guidelines and Future Perspectives" has been accepted to the IEEE Network Magazine.
October 15, 2022: Paper titled "FedComm: Understanding Communication Protocols for Edge-based Federated Learning" has been accepted to the 15th IEEE/ACM International Conference on Utility and Cloud Computing (UCC2022) with a 27% full paper acceptance rate.
October 08, 2022: Delivered a Keynote Talk on "Edge Federated Learning" at International Conference on Trends and Innovations in Smart Technologies, London, UK.
September 21, 2022: Chaired a technical session (remote) on "ICN Applications and Wireless Networking" at ACM ICN 2022.
August 31, 2022: Endorsed as Global Talent by the Royal Academy of Engineering, UK.
July 18, 2022: Paper titled " FedFly: Towards Migration in Edge-based Distributed Federated Learning," has been accepted to IEEE Communications Magazine.
April 19, 2022: I am serving as a PC member for ACM Conference on Information-Centric Networking (ICN 2022) to be held from Sept. 19–21, 2022 at Osaka, Japan.
Jan 22, 2022: Paper titled " A Cross-layer Green Information-Centric Networking Design toward the Energy Internet" has been published in IEEE Transactions on Network Science and Engineering.
Nov 17, 2021: Third patent titled "Method for Push-based Data Broadcast Control in Information-Centric Internet of Things." has been granted.
Oct 06, 2021: Second patent titled "Method for enabling Information Centric Networking-based Edge Computing in 5G Networks." has been granted.
Sep 05, 2021: Our work titled "Caching Content on the Network Layer: A Performance Analysis of Caching Schemes in ICN-based Internet of Things," has been published in the IEEE Internet of Things Journal (Impact Factor=10.238).
Co-chairing the Emerging Technologies Track at The Second International Conference of Smart Systems and Emerging Technologies .
May 03, 2021: First patent titled "Integration System of Named Data Networking-based Edge Cloud Computing for Internet of Things" has been granted.
March 03, 2021: Our work titled "Information-Centric Networking in Wireless Environments: Security Risks and Challenges" has been accepted in the IEEE Wireless Communications Magazine (Impact Factor=12.777).
Nov 24, 2020: Our work titled "CCIC-WSN: An Architecture for Single Channel Cluster-based Information-Centric Wireless Sensor Networks" has been accepted in the IEEE Internet of Things Journal (Impact Factor=10.238).
Nov 15, 2020: Our paper titled Scalable Edge Cloud Platforms for IoT Services has been published in Journal of Network and Computer Applications, Impact Factor (7.574).
April 28, 2020: Paper entitled “ICN with Edge for 5G: Exploiting In-network Caching in ICN-based Edge Computing for 5G Networks” has been published in Elsevier Future Generation Computer Systems. (Impact Factor=7.307)
September 10, 2019: Our team won The Most Usefull Tool Award at the 9th Named Data Networking Hackathon hosted by NDN Team (University of California, Los Angeles) on September 7-8, 2019 at Gaithersburg, MD, USA.
July 20, 2019: Accepted for Hackathon at ACM SIGCOMM 2019 to be held at Alibaba, Beijing China on August 24, 2019.
July 03, 2019: Awarded SIGCOMM Travel Grant to attend ACM SIGCOMM 2019 to be held in Beijing, China on August 19-24, 2019.
January 29, 2019: Awarded NSF Student Travel Grant to present our work titled A Testbed implementation of NDN based Edge Computing for Mobile Augmented Reality at ACM HotMobile 2019 in Santa Cruz, California, USA from February 27~28, 2019.
Sept. 19 ~ 20, 2018: Our two NDN-posters has been presented in National Institute of Standard & Technology (NIST) , Washington D.C, USA.
Aug 25, 2018: Participated in "Hackathon (ACM SIGCOMM 2018) at Nokia Bell Labs , Budapest, Hungary.
July 6, 2018: Awarded SIGCOMM Travel Grant of US $1500 to attend SIGCOMM Conference, 2018 held in Budapest, Hungary from Aug. 20-25, 2018.
Feb 1, 2018: Awarded Best Paper Award at ICGHIT Conference, held in Chiang Mai, Thailand from Jan. 31 ~ Feb. 2, 2018.
Sep 7, 2017: Awarded Geo Diversity SIGCOMM Travel Grant of US $3000 to attend ACM ICN Conference, 2017 held in Berlin, Germany from Sep. 26-28, 2017.
Sep 25-26, 2017: Attended Second F2F Meeting of the RIOT Community of the friendly Operating System for the Internet of Things at Freie Universität, Berlin, Germany.
Education.
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2016-2020 Ph.D. in Electronics and Computer Engineering
Major in networks and distributed systems
Department of Electronics and Computer Engineering
Hongik University, Republic of Korea.
Dissertation Title: “Information-Centric Edge Computing for Internet of Things and 5G: Protocol Design and Implementation.”
Advisor: Dr. Byung-Seo Kim (Professor)
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2014-2016 M.S in Computer Science MS(CS)
Major in wireless communications and networks
Department of Computer Science
COMSATS University Islamabad, Islamabad Campus, Pakistan.
Thesis Title: “QoS-Aware Energy-Efficient Communication in Smart Grid AMI Networks.”
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2009-2013 BS in Computer Science BS(CS)
Department of Computer Science
COMSATS University Islamabad, Attock Campus, Pakistan.
Thesis Title: “Development of an Application for Autonomous Network Architechture.”
Research.
Cloud and Edge Computing
Edge Intelligence/Edge AI
Distributed Systems
Wireless Network Intelligence at the Edge
I am currently working on privay preserving distributed machine learning aka federated learning for edge computing systems
Internet of Things
Publications.
Total Impact Factor (150.3), Google Scholar, ResearchGate, ORCID, Web of Science ResearcherID.
6. Di Wu, Rehmat Ullah, Paul Harvey, Peter Kilpatrick, Ivor Spence, and Blesson Varghese “Adaptive offloading of federated learning," U.S. Patent Application 7/523920, filed January 19, 2023. View Patent
5. Rehmat Ullah, Di Wu, Paul Harvey, Peter Kilpatrick, Ivor Spence, and Blesson Varghese “Cooperative training migration," U.S. Patent Application 63/270518, filed March 23, 2022. View Patent
4. Rehmat Ullah, Dong-Hak Kim, Muhammad Atif Ur Rehman, and Byung-Seo Kim, “Method for Push-based Data Broadcast Control in Information-Centric Internet of Things," Registration No: 10-2327947, Date: 2021-11-17 Certificate, View Patent
3. Rehmat Ullah, Dong-Hak Kim, Muhammad Atif Ur Rehman, and Byung-Seo Kim, “Method for enabling Information Centric Networking-based Edge Computing in 5G Networks." Registration No: 10-2310212, Date: 2021-10-06 Certificate, View Patent
2. Rehmat Ullah, Hyeon Du Jin, Muhammad Atif Ur Rehman, and Byung-Seo Kim, “Integration System of Named Data Networking-based Edge Cloud Computing for Internet of Things." Registration No: 10-2260781, Date: 2021-05-31. Certificate, View Patent
1. Muhammad Atif Ur Rehman, Muhammad Khalil Afzal, Rehmat Ullah, Byung Seo Kim “Method to communication in Cluster-based Information-Centric Wireless Networks." Registration No: 10-2404984, Date: 05-20-2022. View Patent
(*=Corresponding author, **=Equal contribution/co-first author )
24. Imran Khan, Yasar Majib, Rehmat Ullah, and Omer Rana “Blockchain applications for Internet of Things — A survey" ,” Elsevier Internet of Things Journal, vol.35, no. 3, pp. 377-390, June 2024. Article (Impact Factor=6.0)
23. Di Wu, Rehmat Ullah, Philip Rodgers, Peter Kilpatrick, Ivor Spence and Blesson Varghese “EcoFed: Efficient Communication for DNN Partitioning-based Federated Learning ,” IEEE Transactions on Parallel and Distributed Systems, vol.35, no. 3, pp. 377-390, March 2024. Article, Source Code (Impact Factor=5.6)
22. Rehmat Ullah, Di Wu, Paul Harvey, Peter Kilpatrick, Ivor Spence and Blesson Varghese “FedFly: Towards Migration in Edge-based Distributed Federated Learning,” IEEE Communications Magazine, vol. 60, no. 11, pp. 42-48, November 2022. Article, Source Code (Impact Factor=11.2)
21. Di Wu, Rehmat Ullah, Paul Harvey, Peter Kilpatrick, Ivor Spence and Blesson Varghese “FedAdapt: Adaptive Offloading for IoT Devices in Federated Learning,” IEEE Internet of Things Journal, vol. 9, no. 21, pp. 20889-20901, November 2022. 2021. Article, Source Code (Impact Factor=10.6)
20. Waqas Khalid, Zeeshan Kaleem, Rehmat Ullah, Trinh Van Chien, Song Noh, and Heejung Yu “Simultaneous Transmitting and Reflecting-Reconfigurable Intelligent Surface in 6G: Design Guidelines and Future Perspectives” IEEE Network Magazine, 2022. Article (Impact Factor=9.3)
19. Quang Ngoc Nguyen, Rehmat Ullah, Byung-Seo Kim, Rosilah Hassan, Takuro Sato, and Tarik Taleb “A Cross-layer Green Information-Centric Networking Design toward Energy Internet”, IEEE Transactions on Network Science and Engineering , vol. 9, no. 3, pp. 1577-1593, 1 May-June 2022 Article (Impact Factor=6.6)
18. Muhammad Ali Naeem, Rehmat Ullah**, Yahui Meng, Rashid Ali, and Bilal Ahmed Lodhi “Caching Content on the Network Layer: A Performance Analysis of Caching Schemes in ICN-based Internet of Things,” IEEE Internet of Things Journal , vol. 9, no. 9, pp. 6477-6495, May 1, 2022 Article (Impact Factor=10.6)
17. Boubakr Nour, Spyridon Mastorakis, Rehmat Ullah and Nicholas Stergiou “Information-Centric Networking in Wireless Environments: Security Risks and Challenges,” IEEE Wireless Communications Magazine , vol. 28, no. 2, pp. 121-127, April 2021 Article (Impact Factor=12.9)
16. Muhammad Atif Ur Rehman, Rehmat Ullah, Byung-Seo Kim, Boubakr Nour, and Spyridon Mastorakis “CCIC-WSN: An Architecture for Single Channel Cluster-based Information-Centric Wireless Sensor Networks,” IEEE Internet of Things Journal , vol. 8, no. 9, pp. 7661-7675, 1 May1, 2021 Article (Impact Factor=10.6)
15. Rehmat Ullah, Muhammad Atif Ur Rehman, Muhammad Ali Naeem, Byung-Seo Kim and Spyridon Mastorakis “ICN with Edge for 5G: Exploiting In-network Caching in ICN-based Edge Computing for 5G Networks.” Future Generation Computer Systems , Vol. 111, pp. 15-174, October 1st 2020. [ISSN: 0167-739X] Article (Impact Factor=7.5)
14. Muhammad Salah ud Din, Muhammad Atif Ur Rehman, Rehmat Ullah, and Byung-Seo Kim “Improving Lifetime of Resource-constrained IoT Devices by Mitigating Redundant Transmissions in Heterogeneous Wireless Multimedia of Things,” Digital Communication and Networks, , Article (Impact Factor=7.9)
13. Balázs Sonkoly, Dávid Haja, Balázs Németh, Márk Szalay, János Czentye, János Dóka, Róbert Szabó, Rehmat Ullah, Byung-Seo Kim, and László Toka “Scalable Edge Cloud Platforms for IoT Services.” Journal of Network and Computer Applications, Vol.170, pp. 1-18, 15 November 2020. [ISSN:1084-8045] Article (Impact Factor=8.7) This is a joint work with Ericsson Research and MTA-BME Network Softwarization Research Group, Hungary.
12. Andrew Churcher, Rehmat Ullah*, Jawad Ahmad, Sadaqat ur Rehman, Fawad Masood, Mandar Gogate, Fehaid Alqahtani, Boubakr Nour, and William J. Buchanan “An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks,” Sensors 2021, 21, 446. Article (Impact Factor=3.9)
11. Jehangir Arshad, Abdul Rehman, Ateeq Ur Rehman, Rehmat Ullah*, and Seong Oun Hwang, “Spectral Efficiency Augmentation in Uplink Massive MIMO Systems by Increasing Transmit power and Uniform Linear Array Gain,” Sensors , Vol. 20, 4982, (ISSN 1424-8220) Article (Impact Factor=3.9)
10. Muhammad Salah Udin, Muhammad Atif Ur Rehman, Rehmat Ullah, Chan Won Park and Byung-Seo Kim “Towards Network Lifetime Enhancement of Resource Constrained IoT Devices in Heterogeneous Wireless Sensor Networks.” Sensors, vol. 20, no. 15, pp. 1-23, 2020. Article (Impact Factor=3.9)
9. Muhammad Ali Naeem , Muhammad Atif Ur Rehman, Rehmat Ullah and Byung-Seo Kim “A Comparative Performance Analysis of Papularity-based Caching Startegies of NDN based Internet Communication Architecture.” IEEE Access , vol. 8, pp. 50057-50077, 2020. doi: 10.1109/ACCESS.2020.2980385, Article (Impact Factor=3.9)
8. Muhammad Atif Ur Rehman, Dong-Hak Kim, Kyungmee Choi , Rehmat Ullah, and Byung-Seo Kim, “A Statistical Performance Analysis of Named Data Ultra Dense Networks,” Applied Sciences, vol. 09, no. 18, pp. 1-18, 06 September 2019. Article (Impact Factor=2.7)
7. Rehmat Ullah, Muhammad Atif Ur Rehman, and Byung-Seo Kim, “Hierarchical Name-Based Mechanism for Push-Data Broadcast Control in Information-Centric Multihop Wireless Networks,” Sensors, vol. 19, no. 14, pp. 1-18, 2019. Article (Impact Factor=3.9)
6. Muhammad Atif Ur Rehman, Rehmat Ullah, and Byung-Seo Kim, “NINQ: Name Integrated Query Framework for Named Data Networking of Things,” Sensors, vol. 19, no. 13, pp. 1-30, 2019. Article (Impact Factor=3.9)
5. Rehmat Ullah, Muhammad Atif Ur Rehman, and Byung-Seo Kim, “Design and Implementation of an Open Source Framework and Prototype For Named Data Networking based Edge Cloud Computing System,” IEEE Access, vol. 7, pp. 57741-57759, 2019, doi: 10.1109/ACCESS.2019.2914067 Article, Source Code (Impact Factor=3.9)
4. Rehmat Ullah, Syed Hassan Ahmed, and Byung-Seo Kim, “Information-Centric Networking with Edge Computing for IoT: Research Challenges and Future Directions,” IEEE Access, vol. 6, pp. 73465-73488, 2018. doi: 10.1109/ACCESS.2018.2884536 Article (Impact Factor=3.9)
3. Rehmat Ullah, Muhammad Khalil Afzal, and Byung-Seo Kim, “A Novel Parallel Processing Mechanism for Data Transmission in Wireless Content-Centric Networking,” Journal of Intelligent and Fuzzy Systems, vol. 35, no. 6, pp. 5815-5825, 2018. doi: 10.3233/JIFS-169824 Article (Impact Factor=2)
2. Muhammad Khalil Afzal, Rehmat Ullah, Byung-Seo Kim, and Sung Won Kim, “A Reliable and Scalable Groupcast Block Acknowledgement Scheme for Video Multicast over IEEE 802.11aa Standard,” Journal of Intelligent and Fuzzy Systems, vol. 35, no. 6, pp. 5853-5865, 2018. doi: 10.3233/JIFS-169828 Article (Impact Factor=2)
1. Rehmat Ullah, Yasir Faheem, and Byung-Seo Kim, “Energy and Congestion-aware Routing Metric for Smart Grid AMI Networks in Smart City,” IEEE Access, Volume 5, No. 1, pp.13799-13810, 2017, doi: 10.1109/ACCESS.2017.2728623 Article (Impact Factor=3.9)
22. Gary Cleland, Di Wu, Rehmat Ullah, and Blesson Varghese, “FedComm: Understanding Communication Protocols for Edge-based Federated Learning,” 15th IEEE/ACM International Conference on Utility and Cloud Computing (UCC2022) December 6-9, 2022 - Vancouver, Washington, USA. Acceptance rate (27%)
21. Muhammad Salah Ud Din, Muhammad Atif Ur Rehman, Rehmat Ullah, Hyundoo Jin, and Byung-Seo Kim, “Energy-Efficient Cluster-head Declaration Mechanism for Wireless Sensor Networks,” 8th International Conference on Green and Human Information Technology, Feb. 05 ~07, 2020, Hanoi, Vietnam.
20. Muhammad Atif Ur Rehman, Rehmat Ullah, and Byung-Seo Kim, “A Compact NDN Architecture for Cluster based Information Centric Wireless Sensor Networks” Accepted as poster in the 6th ACM Conference on Information-Centric Networking, 2019, Macau, China.
19. Donghak Kim, Rehmat Ullah, and Byung-Seo Kim, “RSP Consensus Algorithm for Blockchain” The 20th Aisa-PacificNetwork Operations and Management Symposium, September 18-20, 2019, Matsue, Japan.
18. Rehmat Ullah, Muhammad Atif Ur Rehman, Byung-Seo Kim, Balázs Sonkoly, and János Tapolcai “On Pending Interest Table in Named Data Networking Based Edge Computing: The Case of Mobile Augmented Reality,” The 11th International Conference on Ubiquitous and Future Networks, July 2 (Tue.) ~ July 5 (Fri.), 2019, Zagreb, Croatia.
17. Rehmat Ullah, Muhammad Atif Ur Rehman, Byung-Seo Kim, and Seong Oun Hwang, “RAPEL: Robust and Adaptive Method for PIT Entry Lifetime in Wireless Content-Centric Networks,” The 11th International Conference on Ubiquitous and Future Networks, July 2 (Tue.) ~ July 5 (Fri.), 2019, Zagreb, Croatia.
16. Rehmat Ullah, Muhammad Atif Ur Rehman, and Byung-Seo Kim, “Named Data Networking with Edge Computing for 5G Radio Access Network” In Proceedings of the Korean Network Operations and Management (KNOM) Conference, May 30~31, 2019, Daegu, Korea.
15. Muhammad Atif Ur Rehman, Rehmat Ullah, and Byung-Seo Kim, “Caching in Named Data Networking with an Open Source Edge Computing Framework” In Proceedings of the Korean Network Operations and Management (KNOM) Conference, May-30~31, 2019, Daegu, Korea.
14. Rehmat Ullah, Muhammad Atif Ur Rehman, and Byung-Seo Kim, “A Testbed implementation of NDN based Edge Computing for Mobile Augmented Reality,” In Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications (HotMobile '19). ACM, New York, NY, USA, 181-181. doi: https://doi.org/10.1145/3301293.3309565
13. Rehmat Ullah, Muhammad Atif Ur Rehman, and Byung-Seo Kim, “Push-based Data Broadcast Control for Information-Centric Internet of Things,” In Proceedings of the 7th International Conference on Green and Human Information Technology, Jan. 16-18, 2019, Kuala Lumpur, Malaysia.
12. Muhammad Atif Ur Rehman, Rehmat Ullah, and Byung-Seo Kim, “An In-Network Query Structure for Information Centric Sensor Networks,” In Proceedings of the 7th International Conference on Green and Human Information Technology, Jan. 16-18, 2019, Kuala Lumpur, Malaysia.
11. Malik Nadeem, Khalid Awan, Rehmat Ullah, and Seong Oun Hwang, “DoS Attack and Countermeasures in Named Data Networking,” In Proceedings of the 7th International Conference on Green and Human Information Technology, Jan. 16-18, 2019, Kuala Lumpur, Malaysia.
10. Rehmat Ullah, and Byung-Seo Kim, "Leveraging Named Data Networking in Edge Computing," In the NDNComm, September 19-20, 2018, NIST, Washington D.C, USA.
9. Muhammad Atif Ur Rehman, Rehmat Ullah, and Byung-Seo Kim, "Named Query Framework for Named Data Networking of Things," In the NDNComm, September 19-20, 2018, NIST, Washington D.C, USA.
8. Muhammad Atif Ur Rehman, Rehmat Ullah, and Byung-Seo Kim, “Naming Schemes in Information-Centric Networking,” In Proceedings of the Korean Network Operations and Management (KNOM) Conference, May 10~11, 2018, Jeju Island, Korea.
7. Rana Asif Rehman, Rehmat Ullah, Muhammad Atif Ur Rehman, and Byung-Seo Kim, “Caching and Forwarding in Named Data Networking based MANETs,” In Proceedings of the Korean Network Operations and Management (KNOM) Conference, May 10~11, 2018, Jeju Island, Korea,
6. Rehmat Ullah, Hyundoo Jin, and Byung-Seo Kim, “A Novel Method for Delay Mitigation in Content- Centric Networking- based Wireless Networks,” In Proceedings of the 6th International Conference on Green and Human Information Technology, Jan. 31 ~ Feb. 2, 2018, Chiang Mai, Thailand.
5. Muhammad Khalil Afzal, Rehmat Ullah, Sung Won Kim, and Byung-Seo Kim, “A Reliable and Scalable Groupcast Block Acknowledgement Scheme for Video Multicast over IEEE 802.11aa Standard,” In Proceedings of the 6th International Conference on Green and Human Information Technology, Jan. 31 ~ Feb. 2, 2018, Chiang Mai, Thailand.
4. Rehmat Ullah, Tran Dinh Hieu, and Byung-Seo Kim, “A Multi-Metric Routing Protocol for Low-Power and Lossy Networks,” In Proceedings of the KICS Winter Conference, January 18~20, 2017, PyeongChang, Republic of Korea.
3. Sung Hoon Mah, Hong Min Bae, Rehmat Ullah, and Byung-Seo Kim, “A Study on the Smart Home focused on the change of Housing Space,” In Proceedings of the General Meeting & Annual Autumn Conference, Nov25 ~ 26, 2016, Daegu, Republic of Korea.
2. Naveed Ilyas, Maryam Akbar, Rehmat Ullah ,.., “SEDG: Scalable and Efficient Data Gathering Routing Protocol for Underwater WSNs,” 6th International Conference on Ambient Systems, Networks and Technologies (ANT-2015), London, UK, vol. 52, pp: 584 - 591. doi:10.1016/j.procs.2015.05.043
1. Sheeraz Ahmed, Mariam Akbar, Rehmat Ullah ,.., “ARCUN: Analytical approach towards Reliability with Cooperation for Underwater WSNs,” 6th International Conference on Ambient Systems, Networks and Technologies (ANT-2015), London, UK. vol. 52, pp: 576-583. doi:10.1016/j.procs.2015.05.042
Professional Activities.
Contact.
- Cardiff School of Technologies, Cardiff Metropolitan University, Llandaff Campus, Western Avenue, Cardiff, UK.