US 12,242,361 B1
Systems and method for rectifying server failure of distributed file systems utilizing predictive logical markers
Magaranth Jayasingh, Tamilnadu (IN); Vimal Chandroliya, Gujarat (IN); and Preethi Jagadeesan, Tamilnadu (IN)
Assigned to BANK OF AMERICA CORPORATION, Charlotte, NC (US)
Filed by BANK OF AMERICA CORPORATION, Charlotte, NC (US)
Filed on Aug. 28, 2023, as Appl. No. 18/238,629.
Int. Cl. G06F 11/20 (2006.01); G06F 11/14 (2006.01)
CPC G06F 11/2028 (2013.01) [G06F 11/141 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A system for rectifying server failure of distributed file systems utilizing predictive logical markers, the system comprising:
a processing device;
a non-transitory storage device containing instructions when executed by the processing device, causes the processing device to perform the steps of:
receiving, via a distributed file system (DFS) client, user details, a file name, and a block address;
determining, via the DFS client, that previous read information is available for the file name and the user details;
predicting, via a trained machine learning (ML) model, logical markers for file fragments of a file based on previous read information, the user details, the file name, and the block address;
transmitting, via the ML model, one or more remaining block addresses to the DFS client upon determining the previous read information is available;
facilitating a data input stream, wherein the data input stream comprises a communication of a predicted block address, wherein the data input stream is operatively connected to both the DFS client and the ML model;
retrieving, via a primary node, block location information from a distributed ledger; and
processing the data input stream via a secondary node.