SNIA-SDC23-Pollack-Bresnahan-An-AI-Inference-Engine-for-Object-Storage-Systems.pdf

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1、1|2023 SNIA.All Rights Reserved.Virtual ConferenceSeptember 28-29,2021An AI Inference Engine for Object Storage SystemsPresented by Dan Pollack and Jessica Bresnahan2|2023 SNIA.All Rights Reserved.OutlineWhat are we building?A plugin AI Engine for Object Storage SystemsWhy is it interesting?Metadata

2、 and searchWhat does it do?Automatically inspects file contentHow does it work?The magic of softwareWhats next?Features to do listQ&A3|2023 SNIA.All Rights Reserved.What are we building?Object storage systems store unstructured dataWe know when objects are stored and where but not much elseThe stora

3、ge system is often used by a different group than the one that manages itMore awareness of the content is betterThe Engine is still a work in progressA plugin AI Engine for Object Storage Systems4|2023 SNIA.All Rights Reserved.Why is it interesting?Content awareness enables better utilization and da

4、ta managementDiscover multiple data types in objects(e.g text in images)Search files for content in addition to more traditional metadataApply policy to data based on content5|2023 SNIA.All Rights Reserved.Why is it interesting?June 28 2023Data Fabric:Connecting the Dots between Structured and Unstr

5、uctured Data6|2023 SNIA.All Rights Reserved.What does it do?Watch for object creation eventsExamine object typePerform multiple AI inference operations based on expected contentPerform secondary AI inference operations based on extracted contentIndex the extracted content 7|2023 SNIA.All Rights Rese

6、rved.How does it work?Use native event notification of Object Storage System PoC use webhooks Queues and databases are also options depending on the Object storage system On object creation event detect the file type Run inference operations based on the file type Report the inference results as tex