BREAKPOINT FOR PREDICTED TUPLE PROCESSING TIME IN A STREAMING ENVIRONMENT

Patent №

US 9,720,802

Granted

2017-08-01

Filed 2016

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

2

kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15333543

A stream of tuples is received to be processed by processing elements operating on one or more computer processors with each processing element having one or more stream operators. A breakpoint is identified for a stream operator that is configured to be triggered when time for processing of a tuple by the first stream operator is predicted to exceed a threshold time. A tuple is received at the stream operator having a set of attributes. A predicted time to process the tuple is determined based on the set of attributes. It is determined that the predicted time exceeds the threshold time. The breakpoint is triggered, in response to determining that the predicted time exceeds the threshold time, to pause processing of the tuple by the first stream operator.

Knowledge representationAI hardwareG06F 11/362G06F 8/41G06F 11/3624G06F 16/24568G06F 16/252G06N 7/01

AI classification

AI hardware1.00
Knowledge representation0.79
Natural language0.32
Vision0.14
Machine learning0.02
Evolutionary computation0.01
Planning0.01
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 401180524

Assignors

BARSNESS, ERIC L., BRANSON, MICHAEL J., SANTOSUOSSO, JOHN M.

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

From the same owner

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