Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 4 of 4 for “"dataflow systems"”.
-
Distributed dynamic partially stateful dataflow
… implementation of Noria, a new streaming dataflow system that simplifies the infrastructure of read-heavy web applications by unifying the database, caching layer, and parts of application logic in a single system. Noria's partially-stateful dataflow allows it to evict and reconstruct …
-
Scalable fault tolerance for high-performance streaming dataflow
Streaming dataflow systems offer an appealing alternative to classic MySQL / memcached web backend stacks. But websites must not go down, and current fault tolerance techniques for dataflow systems either come with long downtimes during recovery, or fail to scale to large deployments due to the …
-
Towards Maintainable and Explainable AI Systems with Dataflow
… Such real-life applications are complex software systems, in which the model is only one, albeit important, component. A significant effort is also spent on creating data collection and cleaning pipelines, quality assurance, model updating workflows, monitoring and operational maintenance of these …
-
Flexible and efficient computation in large data centres
Increasingly, online computer applications rely on large-scale data analyses to offer personalised and improved products. These large-scale analyses are performed on distributed data processing execution engines that run on thousands of networked machines housed within an individual data centre. …