ACCELERATING GENERIC LOOP ITERATORS USING SPECULATIVE EXECUTION

Patent №

US 8,701,099

Granted

2014-04-15

Filed 2010

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12938312

A method, a system and a computer program product for effectively accelerating loop iterators using speculative execution of iterators. An Efficient Loop Iterator (ELI) utility detects initiation of a target program and initiates/spawns a speculative iterator thread at the start of the basic code block ahead of the code block that initiates a nested loop. The ELI utility assigns the iterator thread to a dedicated processor in a multi-processor system. The speculative thread runs/executes ahead of the execution of the nested loop and calculates indices in a corresponding multidimensional array. The iterator thread adds all the precomputed indices to a single queue. As a result, the ELI utility effectively enables a multidimensional loop to be replaced by a single dimensional loop. At the beginning of (or during) each iteration of the iterator, the ELI utility “dequeues” an entry from the queue to use the entry to access the array upon which the ELI utility iterates. The ELI utility performs concurrent iterations on the array by using the queue entries.

AI classification

AI hardware1.00
Planning0.97
Knowledge representation0.56
Natural language0.01
Vision0.00
Evolutionary computation0.00
Machine learning0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 252370290

Assignors

BIKSHANDI, GANESH, DAS, DIBYENDU, SARANGI, SMRUTI RANJAN

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

From the same owner

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