Methods for facilitating batch analytics on archived data and devices thereof

摘要

A method, non-transitory computer readable medium, and archive node computing device that receives an indication of each of a plurality of archived files required to service a job from one of a plurality of compute node computing devices of an analytics tier. An optimized schedule for retrieving the archived files from one or more archive storage devices of an archive tier is generated. The optimized schedule is provided to the one of the plurality of compute node computing devices. Requests for the archived files received from the one of the plurality of compute node computing device and at least one other of the plurality of compute node computing devices, wherein the requests are sent according to the optimized schedule.

主权项

1. A method for facilitating batch analytics on archived data, the method comprising:
receiving, by an archive node computing device, an indication of each of a plurality of archived files required to service a job from one of a plurality of compute node computing devices of an analytics tier; generating, by the archive node computing device, an optimized schedule for retrieving the archived files from one or more archive storage devices of an archive tier; wherein the optimized schedule is generated based on at least one of whether one or more of the archive storage devices is hosting an increased number of the archived files, a seek location of one or more of the archived files hosted by a same one of the archive storage devices, whether one or more of the archive storage devices is currently active, or a load on one or more of the archive storage devices; providing, by the archive node computing device, the optimized schedule to the one of the plurality of compute node computing devices; and servicing, by the archive node computing device, requests for the archived files received from the one of the plurality of compute node computing device and at least one other of the plurality of compute node computing devices, wherein the requests are sent according to the optimized schedule.