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Abstract: This paper describes the design, implementation, and evaluation of a predictive file caching approach. Predictive caching reduces file system latency by converting the file cache into a staging area for data about to be referenced as opposed to the conventional repository of recently accessed data. The system uses heuristic-based algorithms to predict and prefetch data without user or application intervention. A pruning algorithm keeps prefetching overhead in check. We show the expected... (Update)
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BibTeX entry: (Update)
@misc{ griffioen-design,
author = "James Griffioen and Randy Appleton",
title = "The Design, Implementation, and Evaluation of a Predictive Caching File
System",
url = "citeseer.ist.psu.edu/griffioen96design.html" }
Citations (may not include all citations):320 Measurements of a distributed file system - Baker, Hartman et al. - 1991
269 Coda: A Highly Available File System for a Distributed Works.. - Satyanarayanan - 1990
249 Tolerating Latency Through Software-Controlled Data Prefetch.. - Mowry - 1994
233 Caching in the Sprite Network File System - Nelson, Welch et al. - 1988
216 Informed prefetching and caching - Patterson, Gibson et al. - 1995
207 WebWatcher: A Learning Apprentice for the World Wide Web - Armstrong, Freitag et al. - 1995
193 Removal Policies in Network Caches for World-Wide Web Docume.. - Williams, Abrams et al. - 1996
173 Using Predictive Prefetching to Improve World Wide Web Laten.. - Padmanabhan, Mogul - 1996
152 A Trace-Driven Analysis of the Unix (context) - Ousterhout, Costa et al. - 1985
133 IEEE Transactions on Software Engineering (context) - Denning, Past - 1980
124 A Study of Integrated Prefetching and Caching Strategies - Cao, Felten et al. - 1995
118 Practical Prefetching via Data Compression - Curewitz, Krishnan et al. - 1993
102 Reducing File System Latency using a Predictive Approach - Griffioen, Appleton - 1994
100 BSD Unix Operating System (context) - Leffler, Kusick et al. - 1989
95 Implementation and Performance of Application-Controlled Fil.. - Cao, Felten et al. - 1994
93 FIDO: A cache that learns to fetch (context) - Palmer, Zdonik - 1991
87 Computing Surveys (context) - Smith - 1982
73 Non-Volatile Memory for Fast (context) - Baker, Asami et al. - 1992
63 Prefetching in File Systems for MIMD Multiprocessors (context) - Kotz, Ellis - 1990
61 Disconnected Operations for AFS - Huston, Honeyman - 1993
58 A Simple Yet Robust Caching Algorithm Based on Dynamic Acces.. - Pitkow, Recker - 1994
56 ACM Transactions on Database Systems (context) - Smith, Prefetching et al. - 1978
50 Detection and Exploitation of File Working Sets - Tait, Duchamp - 1991
49 A Quantitative Analysis of Cache Policies for Scalable Netwo.. - Dahlin, Mather et al. - 1994
48 Why Aren't Operating Systems Getting Faster As Fast as Hardw.. - Ousterhout - 1990
45 The Design of the SEER Predictive Caching System - Kuenning - 1994
38 An Analysis of Trace Data for Predictive File Caching in Mob.. - Kuenning, Popek et al. - 1994
33 Disk Cache Replacement Policies for Network Fileservers - Willick, Eager et al. - 1993
26 Intelligent Caching for Remote File Service (context) - Korner - 1990
23 Performance Measurements of Automatic Prefetching - Griffioen, Appleton - 1995
17 NFS Tracing by Passive Network Monitoring - Blaze - 1992
16 Disconnected Operation in a Multi-User Software Development .. - Skopp, Kaiser - 1993
16 SynRGen: An Extensible File Reference Generator (context) - Ebling, Satyanarayanan - 1994
12 Predicting Future File-System Actions From Prior Events (context) - Kroeger, Long - 1996
12 Distributed Prefetch-buffer/Cache Design for High-Performanc.. - Alexander, Kedem - 1996
9 An experiment in latency reduction (context) - Touch, Farber - 1994
9 Using Dynamic Sets to Overcome High I/O Latencies During Sea.. (context) - Steere, Satyanarayanan - 1995
8 Derby: A Memory Management System for Distributed Main Memor.. - Griffioen, Vingralek et al. - 1996
6 Transparent file prefetching (context) - Lei, Duchamp - 1995
4 FACE: Enhancing Distributed File Systems for Autonomous Comp.. (context) - Alonso, Barbara et al. - 1989
3 Disk Cache-Miss Ratio Analysis Design Considerations (context) - Smith - 1985
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