METHODS AND APPARATUS FOR CLUSTERING AND PREFETCHING DATA OBJECTS

Patent №

US 6,954,752

Granted

2005-10-11

Filed 2001

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

2

kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09909287

Techniques for managing data objects in conjunction with a computer system are provided. In a technique for clustering data objects on a disk storage device, the invention comprises maintaining a log of at least a portion of accesses (e.g., read and for write operations) to the data objects; determining from the maintained log a cluster comprised of data objects accessed at substantially similar times; and storing the data objects comprising the cluster in close proximity to one another on the disk storage device. In a technique for prefetching data objects on a disk storage device, the invention comprises receiving a request for a data object in a cluster, determining from the log a probability that at least one other data object in the cluster may be subsequently requested; and, in response to the probability being not less than a predetermined value, retrieving both the requested data object and the at least one other data object. Such clustering and prefetching techniques substantially reduce the number of storage device seeks.

Knowledge representationPlanningH04L 67/5682G06F 16/9574H04L 67/5681Y10S 707/99938Y10S 707/99953

AI classification

Planning0.94
Knowledge representation0.81
AI hardware0.39
Machine learning0.10
Evolutionary computation0.01
Natural language0.01
Vision0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 121130729

Assignors

IYENGAR, ARUN KWANGIL

On an employer assignment, the assignors are typically the inventors.

From the same owner

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