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
Lab
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.
AI classification
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.