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  1. Proceedings of the 1998 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems (SIGMETRICS '98/PERFORMANCE '98)
  2. Self-similarity in file systems
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Faster IP lookups using controlled prefix expansion
On calibrating measurements of packet transit times
Modeling communication pipeline latency
Implementing cooperative prefetching and caching in a globally-managed memory system
Cello: a disk scheduling framework for next generation operating systems
The impact of I/O on program behavior and parallel scheduling
Is service priority useful in networks?
Improving TCP throughput over two-way asymmetric links: analysis and solutions
Asymptotic behavior of global recovery in SRM
The busy period in the fluid queue
Transient loss performance of a class of finite buffer queueing systems
Queueing-based analysis of broadcast optical networks
Predicting MPEG execution times
Self-similarity in file systems
Generating representative Web workloads for network and server performance evaluation
Performance measurements for multithreaded programs
A methodology and an evaluation of the SGI Origin2000
An analytic behavior model for disk drives with readahead caches and request reordering
Modeling set associative caches behavior for irregular computations
Inter-receiver fairness: a novel performance measure for multicast ABR sessions
Application and evaluation of large deviation techniques for traffic engineering in broadband networks
The concept of relevant time scales and its application to queuing analysis of self-similar traffic (or is Hurst naughty or nice?)
Scheduling with implicit information in distributed systems
Scheduling policies to support distributed 3D multimedia applications
LoGPC: modeling network contention in message-passing programs
Modeling and optimizing I/O throughput of multiple disks on a bus (summary)
The performance of work stealing in multiprogrammed environments (extended abstract)
Task assignment in a distributed system (extended abstract): improving performance by unbalancing load
A self-scaling and self-configuring benchmark for Web servers (extended abstract)
On performance of caching proxies (extended abstract)
Total acknowledgements (extended abstract): a robust feedback mechanism for end-to-end congestion control
Portable, continuous recording of complete computer behavior with low overhead (extended abstract)
Using idle memory for data-intensive computations (extended abstract)
Temporally determinate disk access (extended abstract): an experimental approach

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Self-similarity in file systems

Content Provider ACM Digital Library
Author Miller, Ethan L. Manku, Gurmeet Singh Brewer, Eric A. Gribble, Steven D. Gibson, Timothy J. Roselli, Drew
Abstract We demonstrate that high-level file system events exhibit self-similar behaviour, but only for short-term time scales of approximately under a day. We do so through the analysis of four sets of traces that span time scales of milliseconds through months, and that differ in the trace collection method, the filesystems being traced, and the chronological times of the tracing. Two sets of detailed, short-term file system trace data are analyzed; both are shown to have self-similar like behaviour, with consistent Hurst parameters (a measure of self-similarity) for all file system traffic as well as individual classes of file system events. Long-term file system trace data is then analyzed, and we discover that the traces' high variability and self-similar behaviour does not persist across time scales of days, weeks, and months. Using the short-term trace data, we show that sources of file system traffic exhibit ON/OFF source behaviour, which is characterized by highly variably lengthed bursts of activity, followed by similarly variably lengthed periods of inactivity. This ON/OFF behaviour is used to motivate a simple technique for synthesizing a stream of events that exhibit the same self-similar short-term behaviour as was observed in the file system traces.
Starting Page 141
Ending Page 150
Page Count 10
File Format PDF
ISBN 0897919823
DOI 10.1145/277851.277894
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 1998-06-01
Publisher Place New York
Access Restriction Subscribed
Content Type Text
Resource Type Article
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