Title :
On modeling, analysis, and optimization of packet aggregation systems
Author :
Hong, Jung Ha ; Sohraby, Khosrow
Author_Institution :
Dept. of Comput. Sci. Electr. Eng., Univ. of Missouri Kansas City, Kansas City, MO, USA
fDate :
2/1/2010 12:00:00 AM
Abstract :
In packet communication systems, a header is attached to the transmitted packet at each layer. The overhead due to the transmission of the individual header can have a significant impact on the performance of the communication system especially when the system operates in heavy load. In order to increase data throughput, a number of packets sharing a single header can be aggregated into a frame. In this paper, we present a mathematical model for a packet aggregation system assuming a general distribution for the packet length. For a given header size, we obtain the minimum system utilization where packet aggregation improves the system performance. We also analyze the asymptotic behavior of such systems leading to a simple heuristic policy on the optimum aggregation level. It is shown that the impact of the variability of the packet length distribution on different system performance measures is rather insignificant when the system load is low or moderate.
Keywords :
optimisation; packet radio networks; asymptotic behavior; data throughput; mathematical model; optimum aggregation level; packet aggregation systems; packet communication systems; packet length distribution; Cities and towns; Delay; Length measurement; Mathematical model; Media Access Protocol; Payloads; Performance analysis; Queueing analysis; System performance; Throughput; Asymptotic analysis, batch service queues; delay optimization, framing, packet aggregation, performance bounds; queueing delay analysis;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2010.02.080667