OPPORTUNISTIC DATA ANALYTICS USING MEMORY BANDWIDTH IN DISAGGREGATED COMPUTING SYSTEMS

Patent №

US 11,275,619

Granted

2022-03-15

Filed 2019

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16564147

Respective memory devices are assigned to respective processor devices in a disaggregated computing system, the disaggregated computing system having at least a pool of the memory devices and a pool of the processor devices. An iterative learning algorithm is used to define data boundaries of a dataset for performing an analytic function on the dataset simultaneous to a primary compute task, unrelated to the analytic function, being performed on the dataset in the pool of memory devices using memory bandwidth not currently committed to the primary compute task, thereby efficiently employing the unused memory bandwidth to prevent underutilization of the pool of memory devices.

Machine learningKnowledge representationPlanningAI hardwareG06F 9/5016G06F 3/0604G06F 3/0631G06F 3/067G06F 9/5027G06F 9/5072G06F 11/3006G06F 11/3037+5 more

AI classification

Planning0.99
AI hardware0.90
Knowledge representation0.88
Machine learning0.64
Natural language0.00
Vision0.00
Evolutionary computation0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 503110153

Assignors

BIVENS, JOHN A, LI, MIN, MAHINDRU, RUCHI, RAMASAMY, HARIGOVIND V, RUAN, YAOPING, SALAPURA, VALENTINA, SCHENFELD, EUGEN

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

From the same owner

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