U.S. patents available from 1976 to present.
U.S. patent applications available from 2005 to present.

Predictive cache system

Patent 5305389 Issued on April 19, 1994. Estimated Expiration Date: Icon_subject August 30, 2011. Estimated Expiration Date is calculated based on simple USPTO term provisions. It does not account for terminal disclaimers, term adjustments, failure to pay maintenance fees, or other factors which might affect the term of a patent.

Patent References

Branch cache system with instruction boundary determination independent of parcel boundary
Patent #: 4860197
Issued on: 08/22/1989
Inventor: Langendorf ,   et al.

Multiple branch analyzer for prefetching cache lines
Patent #: 4943908
Issued on: 07/24/1990
Inventor: Emma, et al.

Sequential prefetching with deconfirmation
Patent #: 4980823
Issued on: 12/25/1990
Inventor: Liu

Parallel associative memory having improved selection and decision mechanisms for recognizing and sorting relevant patterns Patent #: 5014327
Issued on: 05/07/1991
Inventor: Potter, et al.

Inventor

Assignee

Application

No. 753096 filed on 08/30/1991

US Classes:

382/305, Image storage or retrieval382/100, APPLICATIONS707/102, Generating database or data structure (e.g., via user interface)711/137Look-ahead

Examiners

Primary: Boudreau, Leo H.

Attorney, Agent or Firm

International Class

G06K 009/00

Abstract

Prefetches to a cache memory subsystem are made from predictions which are based on access patterns stored by context. An access pattern is generated from prior accesses of a data processing system processing in a like context. During a training sequence, an actual trace of memory accesses is processed to generate unit patterns which serve in making future predictions and to identify statistics such as pattern accuracy for each unit pattern. In a replacement list, prefetched objects are included at the head of the list. Within a prefetch, objects are listed by order of expected time of access, with alternatives at predicted times of access. When an object is used, it is moved to the head of the list and any prefetched alternatives to that object, indicated by like time marks, are moved to the tail of the list. Alternatives may be listed according to degree of match of a current access pattern and a stored access pattern and by prior accuracy of the unit pattern. A server includes a demand access queue which preempts fetches of objects identified by a prefetch queue.

Other References

  • "Prefetching Using a Pageable Branch History Table", IBM Technical Disclosure Bulletin, vol. 28, No. 8, Jan. 1986
  • "Using a Small Cache to Hedge for a BHT", IBM Technical Disclosure Bulletin, Vo. 28, No. 4, Sep. 1985
  • "Using a Branch History Table to Prefetch Cache Lines", IBM Technical Disclosure Bulletin, vol. 22, No. 12, May 1980
  • M. E. Ulug et al., "A Database I/O Server with a Learning Expert System", General Electric Company, Corporate Research and Development, Information Sciences 48, 53-74 (1989)
  • H. Wedekind et al., "Prefetching In Realtime Database Applications", presented at ACM SIGMOD, Washington, May 1986
  • Hong-Tai Chou et al., "An Evaluation of Buffer Management Strategies for Relational Database Systems," Proceedings of VLDB 85, Stockholm, pp. 127-141, Computer Sciences Department University of Wisconsin
  • Rajiv Jauhari et al., "Priority-Hints: An Algorithm for Priority-Based Buffer Management," Madison, Wis., 53706, Proceedings of the 16th VLDB Conference, Brisbane, Australia, 1990, pp. 708-721
  • Rafael Alonso, "Data Caching Issues in an Information Retrieval System," ACM Transactions on Database Systems, vol. 15, No. 3, Sep. 1990, pp. 359-384
  • Klaus Kratzer et al., "Prefetching A Performance Analysis," Information Systems, vol. 15, No. 4, pp. 445-452, Copyright 1990 Pergamon Press plc
  • Alan J. Smith, "Sequentiality and Prefetching in Database Systems," University of California-Berkeley, ACM Transactions on Database Systems, vol. 3, No. 3, Sep. 1978, pp. 223-247
  • Juan Rodriguez-Rosell, "Empirical Data Reference Behavior in Data Base Systems," Computer, Nov. 1976, pp. 9-13
  • Michael Hammer, et al., "Acquisition and Utilization of Access Patterns in Relational Data Base Implementation," MIT Laboratory for Computer Science, 545 Technology Square, Cambridge, Mass. 02139, pp. 292-313
  • Bahram Niamir, "Attribute Partitioning in a Self-Adaptive Relational Database System," Laboratory for Computer Science, MIT, 545 Technology Square, Cambridge, Mass. 02139
  • Palmer, Mark & Zdonik, Stanley B., Technical Report, Fido: A Cache That Learns to Fetch, Published by Brown University, Computer Science Dept., Providence, R.
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