Speeding up Model Loading with Fastsafetensors
Takeshi Yoshimura, Tatsuhiro Chiba, et al.
CLOUD 2025
We demonstrate the use of a transaction-log that maintains a graph in a serialized form and show how this graph can be materialized in multiple different graph processing systems for specific use-cases. Our demonstration uses this log to build a data observability framework for enterprise-scale data processing systems. In the demo we show two different graph materializations: one generating \emph{reports} for data compliance officers, the other allowing data scientists to perform \emph{analytics}. We demonstrate the greater flexibility of our approach over simply creating different views within the same graph database.
Takeshi Yoshimura, Tatsuhiro Chiba, et al.
CLOUD 2025
Animesh Trivedi, Patrick Stuedi, et al.
USENIX ATC 2018
Herbert Woisetschläger, Alexander Erben, et al.
Middleware 2024
Bo Wen, Yan Koyfman, et al.
Middleware/WOC 2022