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个人简介
I'm now a Professor of Applied Quantitative Analysis in the Analysis, Engineering, Simulation and Optimization of Performance (AESOP) group in the Department of Computing at Imperial. My broad area of research interest is the application of mathematical modelling techniques to real life systems. Specific areas of interest include, but are not limited to, modelling and optimisation in parallel queueing systems (especially split-merge and fork-join systems), modelling of storage systems, stochastic modelling of sport, stochastic modelling of healthcare systems, resource allocation and control in cloud-computing environments, numerical solution of (semi-)Markov models and specification techniques for SLA specification, compliance prediction and monitoring.
My current research grants include the Digital Asset Research Lab (£500K, Blockchain (GB) Ltd, Principal Investigator with Cathy Mulligan) and Intelligent Management of Big Data Storage (£368K, EPSRC responsive mode, Co-Investigator with P.G. Harrison and G. Casale). Past research grants include ModaCLOUDS (£482K, EU FP 7, Co-Investigator with G. Casale and P.G. Harrison), Development of Novel Computational Strategies to Store and Interpret Next Generation Sequencing Data and Their Application to Multi-Genomic Analyses (£99.9K, BBSRC, Co-Investigator with M. Sternberg, S. Butcher and C. Raczy), Analysis of Massively Parallel Stochastic Systems (AMPS) (£555K, EPSRC, Co-Investigator with J.T. Bradley), Intelligent Performance Optimisation of Virtualised Data Storage Systems (iPODS) (£471K, EPSRC, Principal Investigator with P.G. Harrison), Grid-Enabled Performance Analysis using Stochastic Logics (GRAIL) (£439K, EPSRC, Principal Investigator with J.T. Bradley and P.G. Harrison) and Passage Times in Large Markov and Semi-Markov Chains (PASTRAMI) (£262K, EPSRC, Principal Investigator with P.G. Harrison).
研究兴趣
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CoRR (2024)
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Distributed Ledger Technologies: Research and Practiceno. 1 (2024): 1-2
Ferda Özdemir Sönmez,William J. Knottenbelt
Procedia Computer Science (2024): 8-15
ACM SIGMETRICS Performance Evaluation Reviewno. 2 (2023): 15-17
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2023 5TH CONFERENCE ON BLOCKCHAIN RESEARCH & APPLICATIONS FOR INNOVATIVE NETWORKS AND SERVICES, BRAINS (2023): 1-8
IACR Cryptol. ePrint Arch. (2023)
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IEEE Transactions on Artificial Intelligenceno. 99 (2023): 1-13
2023 IEEE International Conference on Blockchain and Cryptocurrency (ICBC)pp.1-5, (2023)
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