SCHEDULING HOMOGENEOUS AND HETEROGENEOUS WORKLOADS WITH RUNTIME ELASTICITY IN A PARALLEL PROCESSING ENVIRONMENT
Patent №
US 9,645,848
Granted
2017-05-09
Filed 2013
Owner
INTERNATIONAL BUSINESS MACHINES CORPORATION
Lab
AI components
3
kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
13897796
Systems and methods are provided for scheduling homogeneous workloads including batch jobs, and heterogeneous workloads including batch and dedicated jobs, with run-time elasticity wherein resource requirements for a given job can change during run-time execution of the job.
Knowledge representationPlanningAI hardwareG06F 9/5038G06F 9/4881G06F 9/4887G06F 9/50G06F 9/505G06F 9/46G06F 9/4843G06F 2209/483+3 more
AI classification
Planning1.00
AI hardware1.00
Knowledge representation1.00
Evolutionary computation0.25
Machine learning0.04
Natural language0.01
Speech0.00
Vision0.00
Ownership
INTERNATIONAL BUSINESS MACHINES CORPORATION
assignment · 309770050
Assignors
JAMJOOM, HANI T., KUMAR, DINESH, SHAE, ZON-YIN
On an employer assignment, the assignors are typically the inventors.
From the same owner
METRIC LEARNING PREDICTION OF SIMULATION PARAMETERSUS 12,691,869 · 2026DETERMINATION AND ALLEVIATION OF ROOT CAUSES FOR EMISSION OF POLLUTANTS FROM VEHICLESUS 12,693,686 · 2026TRAINING AND USING A SENTIMENT MACHINE LEARNING MODULE TO RECEIVE AS INPUT HAPTIC METRIC VALUES TO DETERMINE A SENTIMENT SCORE FOR TEXT TO PROVIDE TO AN INTERACTIVE PROGRAMUS 12,693,779 · 2026DOMAIN-SPECIFICITY PREDICTION FOR NATURAL LANGUAGE PROCESSINGUS 12,694,208 · 2026USER INTERFACE AUTOMATION USING NATURAL LANGUAGEUS 12,694,222 · 2026NATURAL LANGUAGE DATA GENERATION USING AUTOMATED KNOWLEDGE DISTILLATION TECHNIQUESUS 12,694,236 · 2026NEURAL NETWORK SYSTEMS FOR ABSTRACT REASONINGUS 12,694,281 · 2026ACCELERATING INFERENCE OF NEURAL NETWORK MODELS VIA DYNAMIC EARLY EXITSUS 12,694,283 · 2026