Wednesday 11 Jun 2014: Inaugural Lecture - traffic modelling and Quality-of-Service analysis in high-performance multimedia networks
Professor Geyong Min - Chair in High Performance Computing and Networking
Harrison LT 004 17:15-19:00
Performance modelling, analysis, and optimization of high performance computing and network systems have been important research topics over the past years and pose great challenges that require new methods and tools to keep up with their rapid evolution and increasing complexity. Measurement studies have convincingly demonstrated that realistic traffic in high performance computing and multimedia networks exhibits heterogeneous bursty arrival patterns, which have significant impact on the system design, performance and Quality-of-Service (QoS) and have recently drawn tremendous interests from both academia and industry.
This talk will report various models for capturing the heterogeneous traffic characteristics in real-world high performance computing and network systems. An original and cost-effective analytical model will then be presented for the promising hybrid traffic scheduling mechanism that can provide differentiated QoS required in high performance multimedia networks by integrating the well-known Priority Queueing (PQ) and Generalized Processor Sharing (GPS).
The accuracy of the model is validated through extensive simulation experiments of the actual system. The analytical model will be used as an efficient performance evaluation and optimization tool for the system resource management, network traffic control and QoS analysis. Finally, the related emerging issues and future directions in high performance computing and networking will be explored and discussed.
GEYONG MIN is a Professor of High Performance Computing and Networking in the College of Engineering, Mathematics and Physical Sciences. He received his PhD degree in Computing Science from the University of Glasgow. His research interests include High-Performance Computing, Cloud Computing, Mobile Computing, Future Internet, Wireless Communications, and Multimedia Systems. His recent research is focused on analytical modelling for design and evaluation of innovative protocols and algorithms in high-performance computing and network systems.
His research has been supported by EU FP6/FP7 funding, the EPSRC, Royal Academy of Engineering, Nuffield Foundation, and industrial partners. He has published over 200 research papers in prestigious international journals in high-performance computing and networking, such as the Institute of Electrical and Electronic Engineers (IEEE)'s Transactions on Computers, Transactions on Parallel and Distributed Systems, Transactions on Communications, Transactions on Wireless Communications and Transactions on Multimedia. He has also presented at reputable conferences including the Association for Computing Machinery (ACM)'s SIGCOMM-IMC, IEEE's International Conference on Devices, Circuits and Systems (ICDCS), International Parallel and Distributed Processing Symposium (IPDPS), GLOBECOM and International Conference on Communications (ICC).
He was the recipient of the Best Paper Awards from IEEE's Advanced Information Networking and Applications (AINA) 2007, International Conference on Autonomic Computing (ICAC) 2008, Computational Science and Engineering (CSE) 2009, TrustCom 2010 and GreenCom 2013.
Professor Min is the Technical Areas Chair of IEEE Technical Committee on Scalable Computing (TCSC). He serves on the Editorial Board of eight international journals. He has chaired/co-chaired thirty international conferences and workshops and received the Outstanding Leadership Awards from IEEE International conferences High-Performance Computing and Communications (HPCC) 2008, ScalCom 2009, Computer and Information Technology (CIT) 2010 and TrustCom 2012.