US 11,817,999 B1
Computer-based systems for management of big data development platforms based on machine learning techniques and methods of use thereof
Pratap Singh Rathore, Phoenix, AZ (US); Arindam Chatterjee, Phoenix, AZ (US); Nitish Sharma, Phoenix, AZ (US); Brian Rosenfield, Phoenix, AZ (US); Shourya Roy, Bangalore (IN); Rahul Ghosh, Bangalore (IN); and Krishnaprasad Narayanan, Bangalore (IN)
Assigned to American Express Travel Related Services Company, Inc., New York, NY (US)
Filed by American Express Travel Related Services Company, Inc., New York, NY (US)
Filed on Nov. 17, 2021, as Appl. No. 17/528,568.
Application 17/528,568 is a continuation of application No. 17/124,447, filed on Dec. 16, 2020, granted, now 11,206,179.
This patent is subject to a terminal disclaimer.
Int. Cl. H04L 41/0806 (2022.01); G06N 20/00 (2019.01); G06N 5/04 (2023.01); H04L 9/40 (2022.01); H04L 67/10 (2022.01); G06Q 10/10 (2023.01); H04L 41/22 (2022.01)
CPC H04L 41/0806 (2013.01) [G06N 5/04 (2013.01); G06N 20/00 (2019.01); H04L 63/08 (2013.01); G06Q 10/103 (2013.01); H04L 41/22 (2013.01); H04L 67/10 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A system, comprising:
at least one computing device comprising a processor and a memory; and
machine-readable instructions stored in the memory that, when executed by the processor, cause the computing device to at least:
instantiate a server cluster;
send an initiation command to the server cluster to initiate execution of a process in the server cluster;
receive, from the server cluster, a plurality of event data items associated with the process;
input the plurality of event data items into a trained machine learning model to determine a first execution state of the process; and
send a modification command to the server cluster to change the first execution state of the process to a second execution state of the process.