Скачать или смотреть AI Models as a Service with OSCAR: Integration with dCache

The video shows the integration of the OSCAR serverless platform with the dCache file storage system, through the Apache Nifi data routing platform.

Users can upload files to dCache, what triggers events that are ingested into Apache Nifi and then routed into an OSCAR cluster to trigger an OSCAR service that serves an AI model for plant classification. The workflow and the ingestion rate into OSCAR can be dynamically performed by the dCNiOS tool.

Together, they provide an efficient approach for scalable event-driven triggering of AI models as a service for inference.

Links:
OSCAR - http://oscar.grycap.net
dCache - http://dcache.org
Apache Nifi - http://nifi.apache.org
dCNiOS - https://github.com/grycap/dcnios