A Foundation for Automated Placement of Data
Event Type
Registration Categories
Big Data
Data Analytics
Data Management
TimeMonday, 18 November 20193:55pm - 4:20pm
DescriptionWith the increasing complexity of memory and storage, it is important to automate the decision of how to assign data structures to memory and storage devices. On one hand, this requires developing models to reconcile application access patterns against the limited capacity of higher-performance devices. On the other, such a modeling task demands a set of primitives to build from, and a toolkit that implements those primitives in a robust, dynamic fashion. We focus on the latter problem, and to that end we present an interface that abstracts the physical layout of data from the application developer. This will allow the developers of memory cost models to use our abstracta as the basis for their implementation, while application developers will see a unified, scalable, and resilient memory environment.
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