PERFORMING COMPUTATIONS IN A DISTRIBUTED INFRASTRUCTURE

Patent №

US 8,724,645

Granted

2014-05-13

Filed 2010

Owner

MICROSOFT CORPORATION

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12964581

The present invention extends to methods, systems, and computer program products for performing computations in a distributed infrastructure. Embodiments of the invention include a general purpose distributed computation infrastructure that can be used to perform efficient (in-memory), scalable, failure-resilient, atomic, flow-controlled, long-running state-less and state-full distributed computations. Guarantees provided by a distributed computation infrastructure can build upon existent guarantees of an underlying distributed fabric in order to hide the complexities of fault-tolerance, enable large scale highly available processing, allow for efficient resource utilization, and facilitate generic development of stateful and stateless computations. A distributed computation infrastructure can also provide a substrate on which existent distributed computation models can be enhanced to become failure-resilient.

Machine learningKnowledge representationPlanningAI hardwareG06F 9/466G06F 11/1474G06F 11/2041G06F 11/2097H04L 67/10G06F 11/1438

AI classification

AI hardware1.00
Planning0.99
Machine learning0.73
Knowledge representation0.63
Evolutionary computation0.03
Vision0.00
Natural language0.00
Speech0.00

Ownership

MICROSOFT CORPORATION

assignment · 254810479

Assignors

TARTA, MIHAIL GAVRIL, KAKIVAYA, GOPALA KRISHNA R.

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

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