TY - JOUR
T1 - Modelling and analysis of pipelined circuit switching in interconnection networks with bursty traffic and hot-spot destinations
AU - Wu, Yulei
AU - Min, Geyong
AU - Ould-Khaoua, Mohamed
AU - Yin, Hao
N1 - Funding Information:
Geyong Min is a Reader in Computer Networking in the Department of Computing at the University of Bradford, United Kingdom. He received the PhD degree in Computing Science from the University of Glasgow, United Kingdom, in 2003, and the BSc degree in Computer Science from Huazhong University of Science and Technology, China, in 1995. His research interests include Next Generation Internet, Wireless Communications, Multimedia Systems, Information Security, Ubiquitous Computing, Modelling and Performance Engineering. His recent research has been supported by UK EPSRC, Royal Society, Nuffield Foundation, and European FP. Dr. Min has published over 200 research papers in prestigious international journals, including IEEE Transactions on Communications, IEEE Transactions on Computers, IEEE Transactions on Multimedia, IEEE Network, and IEEE Communication Letter, and in reputable international conferences, such as ICDCS, GLOBECOM, ICC, and IPDPS. He was the recipient of the Best Paper Awards from IEEE AINA’2007, ICAC’2008, IEEE CSE’2009 and TrustCom’2010. Dr. Min is an Editorial Board member of 9 international journals. He served as the Guest Editor for 17 International Journals and was the Chair or Vice-Chair of 30 international conferences/workshops. He was awarded the Outstanding Leadership Awards from IEEE International conferences CIT’2010/ScalCom’2010/ICESS’2010, ScalCom’2009, HPCC’2008 and one Outstanding Service Award from ISPA’2006.
PY - 2011/12
Y1 - 2011/12
N2 - Pipelined circuit switching (PCS) that combines the advantages of both circuit switching and wormhole switching is an efficient method for passing messages in interconnection networks. Analytical modelling is a cost-effective tool and plays an important role in achieving a clear understanding of the network performance. However, most of the existing models for PCS are unable to capture the realistic nature of message behaviours generated by real-world applications, which have a significant impact on the design and performance of communication networks. This paper presents a new analytical model for PCS in interconnection networks in the presence of bursty and correlated message arrivals coupled with hot-spot destinations, which can capture the bursty message arrival process and non-uniform distribution of message destinations. Such a traffic pattern has been found in many practical communication environments. The accuracy of the proposed analytical model is validated through extensive simulation experiments. The model is then applied to investigate the effects of the bursty message arrivals and hot-spot destinations on the performance of interconnection networks with PCS.
AB - Pipelined circuit switching (PCS) that combines the advantages of both circuit switching and wormhole switching is an efficient method for passing messages in interconnection networks. Analytical modelling is a cost-effective tool and plays an important role in achieving a clear understanding of the network performance. However, most of the existing models for PCS are unable to capture the realistic nature of message behaviours generated by real-world applications, which have a significant impact on the design and performance of communication networks. This paper presents a new analytical model for PCS in interconnection networks in the presence of bursty and correlated message arrivals coupled with hot-spot destinations, which can capture the bursty message arrival process and non-uniform distribution of message destinations. Such a traffic pattern has been found in many practical communication environments. The accuracy of the proposed analytical model is validated through extensive simulation experiments. The model is then applied to investigate the effects of the bursty message arrivals and hot-spot destinations on the performance of interconnection networks with PCS.
KW - Analytical modelling
KW - Bursty and correlated traffic
KW - Non-uniform traffic
KW - Pipelined circuit switching
KW - Torus networks
UR - http://www.scopus.com/inward/record.url?scp=80053574173&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=80053574173&partnerID=8YFLogxK
U2 - 10.1016/j.jss.2011.05.045
DO - 10.1016/j.jss.2011.05.045
M3 - Article
AN - SCOPUS:80053574173
SN - 0164-1212
VL - 84
SP - 2097
EP - 2106
JO - The Journal of Systems and Software
JF - The Journal of Systems and Software
IS - 12
ER -