Fahimeh Jafari

Dr Fahimeh Jafari

Senior Lecturer

Department of Engineering & Computing

Dr Fahimeh Jafari received her PhD in Electronic and Computer Systems from the KTH Royal Institute of Technology, Stockholm, Sweden, in 2015. In 2016, Dr Jafari started at UEL as a Lecturer, and later became a Senior Lecturer and Programme Leader for MSc Computer Science. She is currently the Postgraduate Research Lead for Computer Science and Digital Technology and the Year Tutor for MSc Computer Science.

She is supervising a number of BSc, MSc, and PhD students in the subject of Data Communication, Big Data and Machine learning.

Areas Of Interest

  • Big Data Analytics
  • Artificial Intelligence & Machine Learning
  • Interconnection Networks
  • Performance Evaluation
  • Distributed Systems
  • Analytical Modelling
  • Optimisation Theory
Fahimeh Jafari

OVERVIEW

Fahimeh Jafari received her PhD in Electronic and Computer Systems from the KTH Royal Institute of Technology, Stockholm, Sweden, in 2015. She worked on analysis and management of communication in On-Chip Networks to find out if the design of communication networks between devices on a chip can meet the criteria of real-time applications. The research progressed to providing a Design Optimization Tool for NoC designers to provide effective guarantees of real-time performance for applications with different priorities via intelligent sharing of resources.

In 2015, she joined, as Post-Doctoral Teaching Fellow, the Department of Mathematics and Computer Science, Liverpool Hope University and, in less than one year, became a Lecturer at Liverpool Hope University and received the Postgraduate Certificate in Higher Education (PGCHE) and Fellowship of the Higher Education Academy (FHEA). In 2016, Fahimeh moved to UEL as a Lecturer and later became a Senior Lecturer and Programme Leader for MSc Computer Science. She is currently the Postgraduate Research Lead for Computer Science and Digital Technology and the Year Tutor for MSc Computer Science. She is supervising a number of BSc, MSc, and PhD students in the subject of Data Communication, Big Data and Machine learning.

CURRENT RESEARCH

Fahimeh has more than 10 years' experience in teaching, research, supervision of students and collaboration with research groups, projects, and companies such as Techbuyer, Intel, DPFE, and Ericsson. She has published over 20 papers in international conferences and journals in the area of Data Communication & Networking, AI & Machine learning, and Optimisation. She has served on a number of technical program committees of international conferences, such as ICIME, NoCArc, MES, NOC. She has been an active reviewer for a number of conferences/journals such as JPDC and Recent Patents on Computer Science.

Her current research interests include:

  • Big Data Analytics
  • Artificial Intelligence & Machine Learning
  • Interconnection Networks
  • Performance Evaluation
  • Distributed Systems
  • Analytical Modelling
  • Optimisation Theory

PUBLICATIONS

  • Lavanya Annadi, Fahimeh Jafari, “Probabilistic Crash Prediction and Prevention of Vehicle Crash”, accepted papers in the International Conference on Road Safety and Management (ICRSM 2022), Paris, July 2022. 
  • Jatin Kumar Choudhary, Naren Rayala, Abbas Eslami Kiasari, Fahimeh Jafari,  “Road Safety in the Great Britain: An Exploratory Data Analysis”, accepted papers in the International Conference on Road Safety and Management  (ICRSM 2022), Paris, July 2022. 
  • Lucky Osemwengie, Fahimeh Jafari, Amin Karami, “Designing a Cost-efficient Network for a Small Enterprise”, in Proceeding of the Computing Conference, pp. 255-273, 2021.
  • Mukendi Nathan Kadima, Fahimeh Jafari, "A Customized Design of Smart Home using Internet-of-Things", in Proceeding of 9th International Conference on Information Management and Engineering (ICIME), pp. 81-86, Spain, October 2017.
  • 4- Jabir Muhammad Ibrahim, Amin Karami, Fahimeh Jafari, "A Secure Smart Home using Internet-of-Things", in Proceeding of 9th International Conference on Information Management and Engineering (ICIME), pp. 69-74, Spain, October 2017.
  • F. Jafari, A. Jantsch, and Z. Lu, "Weighted Round Robin Configuration for Worst-Case Delay Optimization in Network-on-Chip", IEEE Transactions on Very Large Scale Integration Systems (TVLSI), Vol. 24, No. 12, pp. 3387 – 3400, 2016.
  • F. Jafari, Z. Lu, and A. Jantsch, "Least Upper Delay Bound for VBR Flows in Networks-on- Chip with Virtual Channels", ACM Transactions on Design Automation of Electronic Systems (TODAES), Vol. 20, No. 3, Article No. 35, June 2015.
  • F. Jafari, Z. Lu, A. Jantsch, and M. H. Yaghmaee, "Buffer Optimization in network-on-Chip through Flow Regulation”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), Vol. 29, No. 12, pp 1973-1986, Dec. 2010.
  • M. S. Talebi, F. Jafari, A. Khonsari, and M. H. Yaghmaee, "Proportionally Fair Flow Control Mechanism for Best Effort Traffic in Network-on-Chip Architectures", International Journal of Parallel, Emergent, and Distributed Systems (IJPEDS), Vol. 25, No. 4, pp 345-362 Jul. 2010.
  • F. Jafari, A. Jantsch, and Z. Lu, "Worst-Case Delay Analysis of Variable Bit-Rate Flows in Network-on-Chip with Aggregate Scheduling", In the Proceedings of the Design Automation & Test in Europe (DATE), pp. 538-541, Dresden, Germany, March 2012.
  • F. Jafari, A. Jantsch, and Z. Lu, "Output Process of Variable Bit-Rate Flows in On-Chip Networks Based on Aggregate Scheduling", In the Proceedings of the International Conference on Computer Design (ICCD), pp. 445-446, Amherst, USA, October 2011.
  • F. Jafari, S. Li, and A. Hemani, "Optimal Selection of Function Implementation in a Hierarchical Configware Synthesis Method for a Coarse Grain Reconfigurable Architecture", In the Proceedings of the Euromicro Conference on Digital System Design (DSD), pp. 73-80, Oulu, Finland, August 2011.
  • S. Li, F. Jafari, A. Hemani, and S. Kumar, "Layered Spiral Algorithm for Memory-Aware Mapping and Scheduling on Network-on-Chip", In the Proceedings of the NORCHIP conference, pp. 1-6, Tampere, Finland, November 2010.
  • F. Jafari, Z. Lu, A. Jantsch, and M. H. Yaghmaee, "Optimal Regulation of Traffic Flows in Network-on-Chip“, In the Proceedings of the Design Automation & Test in Europe (DATE), pp. 1621-1624, Dresden, Germany, March 2010.
  • F. Jafari, M. S. Talebi, M. H. Yaghmaee, and A. Khonsari, "Throughput-fairness tradeoff in Best Effort flow control for on-chip architectures", In the Proceedings of the International Workshop on Performance Modeling, Evaluation, and Optimization of Ubiquitous Computing and Networked Systems (PMEO UCNS), in conjunction with the IEEE International Parallel and Distributed Processing Symposium (IPDPS), Rome, Italy, May 2009.
  • F. Jafari, M. H. Yaghmaee, M. S. Talebi, and A. Khonsari, "Max-Min-Fair Best Effort Flow Control in Network-on-Chip Architectures", In the Proceedings of the International Conference on Computational Science (ICCS), Part I, LNCS 5101, pp. 436–445, Krakow, Poland, June 2008.
  • F. Jafari and M. H. Yaghmaee, "A Novel Flow Control Scheme for Best Effort Traffics in Network-on-Chip Based on Weighted Max-Min-Fairness", In the Proceedings of International Symposium on Telecommunications (IST), pp. 458-463, Tehran, Iran, August 2008.
  • F. Jafari, M. S. Talebi, A. Khonsari, and M. H. Yaghmaee, "A Novel Congestion Control Scheme in Network-on-Chip Based on Best Effort Delay-Sum Optimization", In the Proceedings of the International Symposium on Parallel Architectures, Algorithms and Networks (ISPAN), pp. 191-196, Sydney, NSW, Australia, May 2008.
  • M. S. Talebi, F. Jafari, A. Khonsari, and M. H. Yaghmaee, "Proportionally-Fair Best Effort Flow Control in Network-on-Chip Architectures", In the Proceedings of the International Workshop on Performance Modeling, Evaluation, and Optimization of Ubiquitous Computing and Networked Systems (PMEO UCNS), in conjunction with the IEEE International Parallel and Distributed Processing Symposium (IPDPS), Miami, Florida, USA, April 2008.
  • M. S. Talebi, F. Jafari, A. Khonsari, and M. H. Yaghmaee, "Best Effort Flow Control in Network-on-Chip", In the Proceeding of the International CSI Computer Conference (CSICC), pp. 990-993, Kish Island, Iran, March 2008.
  • M. S. Talebi, F. Jafari, and A. Khonsari, "A Novel Flow Control Scheme for Best Effort Traffic in NoC Based on Source Rate Utility Maximization". In the Proceedings of the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS), pp. 381-386, Istanbul, Turkey, October 2007.
  • M. S. Talebi, F. Jafari, A. Khonsari, and M. H. Yaghmaee, "A Novel Congestion Control Scheme for Elastic Flows in Network-on-Chip Based on Sum-Rate Optimization". In the Proceedings of the International Conference on Computational Science and its Applications (ICCSA), pp. 398-409, Kuala Lumpur, Malaysia, August 2007.
  • M. H. Yaghmaee and F. Jafari, "A New Model for Selection the Protection Level in GMPLS Networks", In the Proceedings of IASTED International Conference on Networks and Communication Systems (NCS), Krabi, Thailand, April 2005.
  • M. H. Yaghmaee and F. Jafari, "A New Fault Tolerant Routing Algorithm for GMPLS/MPLS Networks", In the Proceedings of the International Conference of Heterogeneous Networks (HET-NETs), pp. P60/1-P60/9, West Yorkshire, U.K, July 2004.

    Full publication list: https://scholar.google.co.uk/citations?user=m7xcDO8AAAAJ&hl=en

FUNDING

  • Jan 2019 - Dec 2020 - Academic Support in Knowledge Transfer Partnership (KTP) with TechBuyer, Innovate UK
  • June 2018 - Oct 2018 - UEL Funded Research Internship, "Reducing the Classification Error in Datasets with Similar Patterns"

MODULES

  • CN7031 Big Data Analytics
  • CN7030 Machine Learning on Big Data
  • CN6022 Big Data Infrastructure & Manipulation
  • CN5002 Data Communications and Networks
  • CN5005 Data Structures and Algorithms
  • Final year project supervision
  • MSc dissertation supervision

Publications

The last four years of publications can be viewed below. 

Full publications list

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Research repository

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