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» Scheduling flows with unknown sizes: approximate analysis
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BMCBI
2006
205views more  BMCBI 2006»
13 years 7 months ago
Application of Petri net based analysis techniques to signal transduction pathways
Background: Signal transduction pathways are usually modelled using classical quantitative methods, which are based on ordinary differential equations (ODEs). However, some diffic...
Andrea Sackmann, Monika Heiner, Ina Koch
WCNC
2008
IEEE
14 years 1 months ago
Proportional Fair Scheduling: Analytical Insight under Rayleigh Fading Environment
—This paper provides analytical expressions to evaluate the performance of a random access wireless network in terms of user throughput and network throughput, subject to the con...
Erwu Liu, Kin K. Leung
SIGMETRICS
2010
ACM
115views Hardware» more  SIGMETRICS 2010»
13 years 2 months ago
The average response time in a heavy-traffic srpt queue
Shortest Remaining Processing Time first (SRPT) has long been known to optimize the queue length distribution and the mean response time (a.k.a. flow time, sojourn time). As such,...
Minghong Lin, Adam Wierman, Bert Zwart
RANDOM
1998
Springer
13 years 11 months ago
On-Line Bin-Stretching
We are given a sequence of items that can be packed into m unit size bins. In the classical bin packing problem we x the size of the bins and try to pack the items in the minimum ...
Yossi Azar, Oded Regev
ATAL
2009
Springer
14 years 1 months ago
An empirical analysis of value function-based and policy search reinforcement learning
In several agent-oriented scenarios in the real world, an autonomous agent that is situated in an unknown environment must learn through a process of trial and error to take actio...
Shivaram Kalyanakrishnan, Peter Stone