Title :
Modeling of Scheduling Algorithms of Downstream Channel Bonding in DOCSIS3.0 Based on GSPN
Author :
Chengan Zhao ; Chunlai Zhou
Author_Institution :
Inf. Eng. Coll., Commun. Univ. of China, Beijing, China
Abstract :
For QoS of service flows, it is essential to study on multi-channel load balancing and scheduling problems in Data Over Cable Service Interface Specifications (DOCSIS3.0). In this article, we studied downstream multi-channel load balancing and scheduling in DOCSIS3.0 by mean of Generalized Stochastic Petri Net (GSPN). We presented the model for two queuing mechanisms including the output queuing architecture and the input queuing architecture using GSPN, and described load balancing algorithms including Random Selecting (RS) and Shortest Expected Delay (SED), packets scheduling algorithms including Queue Length Threshold (QLT), Deficit Round Robin (DRR) and Bonded DRR (BDRR) based on GSPN model. In order to improve the delay performance of real-time service flow, we proposed Queue Threshold DRR (QTDRR) algorithm. Then we analyzed and evaluated SED-DRR, SED-QTDRR, RS-BDRR, RS-QTDRR on the basis of the theory and tool of GSPN. Our results show that QTDRR algorithm can improve the delay characteristic of real-time flows without affecting throughput.
Keywords :
Petri nets; cable television; quality of service; queueing theory; resource allocation; scheduling; stochastic processes; telecommunication standards; DOCSIS3.0; GSPN model; QLT; QTDRR algorithm; QoS; RS-BDRR; RS-QTDRR; SED; SED-DRR; SED-QTDRR; bonded DRR; data over cable service interface specifications; deficit round robin; delay performance; downstream channel bonding; generalized stochastic Petri net; input queuing architecture; multichannel load balancing algorithm; output queuing architecture; packet scheduling algorithms; queue length threshold; queue threshold DRR algorithm; queuing mechanisms; random selecting; real-time service flow; shortest expected delay; Analytical models; Delays; Hybrid fiber coaxial cables; Load management; Load modeling; Scheduling algorithms; Throughput; DOCSIS3.0; load balancing; scheduling;QTDRR; GSPN;
Conference_Titel :
Modelling Symposium (EMS), 2013 European
Conference_Location :
Manchester
Print_ISBN :
978-1-4799-2577-3
DOI :
10.1109/EMS.2013.111