Scheduling for Parallel Processing of Regionally-Constrained Placement Problem

Patent №

US 8,930,867

Granted

2015-01-06

Filed 2013

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

2

evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14046207

Scheduling of parallel processing for regionally-constrained object placement selects between different balancing schemes. For a small number of movebounds, computations are assigned by balancing the placeable objects. For a small number of objects per movebound, computations are assigned by balancing the movebounds. If there are large numbers of movebounds and objects per movebound, both objects and movebounds are balanced amongst the processors. For object balancing, movebounds are assigned to a processor until an amortized number of objects for the processor exceeds a first limit above an ideal number, or the next movebound would raise the amortized number of objects above a second, greater limit. For object and movebound balancing, movebounds are sorted into descending order, then assigned in the descending order to host processors in successive rounds while reversing the processor order after each round. The invention provides a schedule in polynomial-time while retaining high quality of results.

Evolutionary computationAI hardwareG06F 30/392G06F 9/5066G06F 30/00G06F 2111/04

AI classification

AI hardware0.98
Evolutionary computation0.96
Knowledge representation0.13
Planning0.04
Machine learning0.01
Natural language0.00
Vision0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 313480708

Assignors

NAM, GI-JOON, RAMJI, SHYAM, TAGHAVI, TARANEH, VILLARRUBIA, PAUL G.

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

From the same owner

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