L. Tassiulas et Cj. Su, OPTIMAL MEMORY MANAGEMENT STRATEGIES FOR A MOBILE USER IN A BROADCASTDATA DELIVERY SYSTEM, IEEE journal on selected areas in communications, 15(7), 1997, pp. 1226-1238
Recently, data broadcasting has been considered as a promising way of
disseminating information to a massive number of users in a wireless c
ommunication environment. In a broadcast data delivery system, there i
s a server which is broadcasting data to a user community, Due to the
lack of communication from users to the server, the server cannot know
what a user needs, In order to access a certain item, a user has to w
ait until the item appears in the broadcast, The waiting time will be
considerably long if the server's broadcast schedule does not match th
e user's access needs, If a user has a local memory, it can alleviate
its access latency by selectively prefetching the items from the broad
cast and storing them in the memory, A good memory management strategy
can substantially reduce the user's access latency, which is a major
concern in a broadcast data delivery system, In this paper, an optimal
memory management policy is identified that minimizes the expected ag
gregate latency, We present optimal memory update strategies with limi
ted lookahead as implementable approximations of the optimal policy, S
ome interesting special cases are given for which the limited look-ahe
ad policies are optimal. We also show that the same formulation can be
used to find the optimal memory management policy which minimizes the
number of deadline misses when users generate information requests wh
ich have to be satisfied within some given deadlines.