TY - JOUR
T1 - Throughput and delay performance of dsl broadband access with cross-layer dynamic spectrum management
AU - Tsiaflakis, Paschalis
AU - Yi, Yung
AU - Chiang, Mung
AU - Moonen, Marc
N1 - Funding Information:
P. Tsiaflakis is a postdoctoral fellow funded by the Research Foundation -Flanders (FWO). This research work was carried out in the framework of the KU.Leuven Research Council CoE EF/05/006 OPTEC and PFV/10/002 (OPTEC), Concerted Research Action GOA-MaNet, and the Belgian Programme on Interuniversity Attraction Poles initiated by the Belgian Federal Science Policy Office IUAP P6/04 (DYSCO, 2007-2011). This work was in part supported by AFOSR MURI grant FA9550-09-1-0643 and by the Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education, Science and Technology (2011-0015042). Part of this work was presented at IEEE Globecom, 2008 [1]. Digital Object Identifier 10.1109/TCOMM.2012.062512.110385
PY - 2012
Y1 - 2012
N2 - DSL broadband access suffers from crosstalk among different lines within the same cable bundle. Dynamic spectrum management (DSM) refers to a set of techniques to mitigate the impact of crosstalk leading to spectacular performance gains. DSM research has mainly aimed at physical layer performance metrics, such as data rates and transmit powers. However, for many applications higher-layer performance metrics, such as throughput and delay, may be much more important to improve user satisfaction. In this paper, we provide a cross-layer DSM framework to study throughput and delay performance by looking at scheduling and DSM together. We show how optimal scheduling can be combined with both optimal and suboptimal DSM and provide throughput-optimal scheduling algorithms which require only polynomial complexity. We analytically study the impact on delay performance of achieving throughput-optimality with suboptimal DSM compared to optimal DSM. We then present extensions that significantly improve delay performance by exploiting the specific structure of the problem, such as the temporal-spectral correlation property. Furthermore, we propose a second cross-layer DSM framework that achieves throughput-optimal scheduling with suboptimal DSM, but in addition also significantly reduces overall power consumption. Finally, we analyze and quantify the tradeoff between throughput, delay and power consumption for concrete DSL scenarios.
AB - DSL broadband access suffers from crosstalk among different lines within the same cable bundle. Dynamic spectrum management (DSM) refers to a set of techniques to mitigate the impact of crosstalk leading to spectacular performance gains. DSM research has mainly aimed at physical layer performance metrics, such as data rates and transmit powers. However, for many applications higher-layer performance metrics, such as throughput and delay, may be much more important to improve user satisfaction. In this paper, we provide a cross-layer DSM framework to study throughput and delay performance by looking at scheduling and DSM together. We show how optimal scheduling can be combined with both optimal and suboptimal DSM and provide throughput-optimal scheduling algorithms which require only polynomial complexity. We analytically study the impact on delay performance of achieving throughput-optimality with suboptimal DSM compared to optimal DSM. We then present extensions that significantly improve delay performance by exploiting the specific structure of the problem, such as the temporal-spectral correlation property. Furthermore, we propose a second cross-layer DSM framework that achieves throughput-optimal scheduling with suboptimal DSM, but in addition also significantly reduces overall power consumption. Finally, we analyze and quantify the tradeoff between throughput, delay and power consumption for concrete DSL scenarios.
KW - Digital subscriber line
KW - dynamic spectrum management
KW - energy-efficiency
KW - scheduling
KW - throughput-optimality
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U2 - 10.1109/TCOMM.2012.062512.110385
DO - 10.1109/TCOMM.2012.062512.110385
M3 - Article
AN - SCOPUS:84866740195
SN - 0090-6778
VL - 60
SP - 2700
EP - 2711
JO - IEEE Transactions on Communications
JF - IEEE Transactions on Communications
IS - 9
M1 - 6226903
ER -