Title :
Queue length as an implicit communication channel
Author :
Se Yong Park ; Sahai, Anant
Author_Institution :
Univ. of California, Berkeley, Berkeley, CA, USA
Abstract :
We attempt to bridge queuing theory and information theory by considering queue lengths as communication channels conveying information about system parameters. A toy problem is proposed and an information-theoretic lower bound is derived on the queue-length/cost tradeoff which matches (in an order sense) the performance of back-pressure algorithms. The proof is based on the idea of “communication simulation,” which gives a “reduction” that uses a queuing system with a certain performance to simulate a communication system with the corresponding performance. The result suggests that there is a fundamental performance penalty to following the minimalist aesthetic of avoiding explicit protocol information.
Keywords :
protocols; queueing theory; back-pressure algorithms; bridge queuing theory; communication simulation; implicit communication channel; information theory; protocol information; queue lengths; system parameters; Delays; Information theory; Queueing analysis; Relays; Routing; Transmitters;
Conference_Titel :
Communication, Control, and Computing (Allerton), 2013 51st Annual Allerton Conference on
Conference_Location :
Monticello, IL
Print_ISBN :
978-1-4799-3409-6
DOI :
10.1109/Allerton.2013.6736626