US 12,277,132 B2
Similarity analyses in analytics workflows
Kalapriya Kannan, Bangalore (IN); Suparna Bhattacharya, Bangalore (IN); and Douglas L Voigt, Boise, ID (US)
Assigned to Hewlett Packard Enterprise Development LP, Spring, TX (US)
Filed by HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP, Houston, TX (US)
Filed on Nov. 19, 2021, as Appl. No. 17/530,866.
Application 17/530,866 is a continuation of application No. 16/305,004, granted, now 11,204,935, previously published as PCT/US2016/034611, filed on May 27, 2016.
Prior Publication US 2022/0075794 A1, Mar. 10, 2022
This patent is subject to a terminal disclaimer.
Int. Cl. G06F 16/25 (2019.01); G06F 11/30 (2006.01); G06F 11/34 (2006.01)
CPC G06F 16/254 (2019.01) [G06F 11/30 (2013.01); G06F 11/302 (2013.01); G06F 11/3476 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A device comprising:
a processor; and
a non-transitory machine-readable storage medium encoded with instructions, which, when executed by the processor, causes the processor to:
determine an optimal bypass stage from a plurality of stages of an analytics workflow for the device by analyzing the processing power used at each stage of the plurality of stages of the analytics workflow, wherein the optimal bypass refers to a stage of the analytics workflow at which a remainder of the analytics workflow is bypassed;
monitor execution of the analytics workflow upon receipt of a raw data;
interrupt the execution of the analytics workflow at the optimal bypass stage and obtain insights data from the raw data;
perform a similarity analysis to compare the insights data to a stored insights data in an insights data repository; and
based on a determination of similarity, perform a bypass operation to bypass the remainder of the analytics workflow, wherein the remainder of the analytics workflow comprises one or more stages of the plurality of stages to be executed after the optimal bypass stage.