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  1. Proceedings of the 1986 ACM SIGMETRICS joint international conference on Computer performance modelling, measurement and evaluation (SIGMETRICS '86/PERFORMANCE '86)
  2. ARMA models of program behaviour
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Modeling I/O subsystems (tutorial)
Workload characterization (tutorial): issues and approaches
Software reliability modeling (tutorial)
Performance modeling in integrated curcuit design (tutorial)
Expert systems for performance analysis (tutorial)
Performance issues in local area networks (tutorial)
Footprints in the cache
Performance analysis of multiprocessor cache consistency protocols using generalized timed Petri nets
Performance modelling of parallel computer architectures
Modeling multiprocessor computer systems with unbalanced flows
The analysis and performance of batching arbiters
Performance of real-time bus scheduling algorithms
Load-balancing heuristics and process behavior
A comparison of priority-based decentralized load balancing policies
A BCMP extension to multiserver stations with concurrent classes of customers
An efficient algorithm for semi-homogeneous queueing network models
Optimal multiplexing of heterogeneous traffic with hard constraint
Cycle time properties of the FDDI token ring protocol (extended abstract)
Approximate disaggregation and performance bounds for queueing networks with multiple-server stations
A generalization of mean value analysis to higher moments: moment analysis
A probabilistic analysis of a database system
Performance evaluation of multiversion with the Oracle synchronization
Performance analysis of an algorithm for concurrency control in replicated database systems
ARMA models of program behaviour
Measurement and analysis of locality phases in file referencing behaviour
Measuring operating system performance on modern micro-processors
Queueing analysis of fault-tolerant computer systems (extended abstract)
Analysis of a conveyor queue in a flexible manufacturing system
A maximum entropy queue length distribution for the G/G/1 finite capacity queue
Queueing analysis of nonpreemptive reservation priority discipline
Queueing systems with a procrastinating server
Waiting-time approximations for cyclic-service systems with switch-over times

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ARMA models of program behaviour

Content Provider ACM Digital Library
Author Haikala, Ilkka
Abstract In models of virtual memory computer systems, it is generally assumed that the time intervals between the page (or segment) faults, often called lifetimes, are independent from each other. Due to the phase-transition behaviour in many real programs this is not always true, and strong correlations may exist between successive lifetimes. These correlations may have a notable effect on the system behaviour. This paper describes a series of experiments where autoregressive -moving average (ARMA) models are used to describe the correlation structure in sequences of lifetimes. It is shown that many real program executions can be described with models having four parameters only, i.e. with the ARMA(1,1) models. The models can be used as parts of simulation models for instance, and they also give us better understanding about the program behaviour in general.
Starting Page 170
Ending Page 179
Page Count 10
File Format PDF
ISBN 0897911849
DOI 10.1145/317499.317550
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 1986-05-01
Publisher Place New York
Access Restriction Subscribed
Content Type Text
Resource Type Article
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