公开(公告)号：US11741114B2

公开(公告)日：2023-08-29

申请号：US16214679

申请日：2018-12-10

Applicant: ExxonMobil Technology and Engineering Company

Inventor： Michael A. Hayes ,  Jeffrey Ludwig ,  Christopher S. Gurciullo ,  Terry J. Hayman ,  Krit H. Petty ,  Steven J. Seastream

IPC: G06F16/22 ,  G06F16/2458 ,  G01D9/00 ,  G06F16/27 ,  G05B19/042 ,  G05B19/418

CPC classification number: G06F16/2462 ,  G01D9/005 ,  G05B19/0421 ,  G06F16/2228 ,  G06F16/2471 ,  G06F16/2474 ,  G06F16/2477 ,  G06F16/278 ,  G05B19/41885 ,  G05B2219/13144

Abstract: Systems and methods are provided for handling sequence-dependent data as part of processing and/or analyzing large data sets in a distributed data processing environment. The distributed data processing environment can be suitable for handling data generated at a plurality of sites within a network of manufacturing sites. The systems and methods can allow for pre-processing of some values for sequence-dependent data. This can allow secondary aggregated values and/or secondary aggregated data sets to be generated from sequence-dependent data that can span multiple blocks or partitions. Pre-calculation of secondary aggregated values and/or secondary aggregated data sets for sequence-dependent data can allow the efficiencies of parallel or distributed computation to be at least partially retained while also allowing for desired processing of the sequence-dependent data.