74 citations · 82 across the 5 of their papers we have counts for
5 papers
A Cloud Native Platform for Stateful Streaming
Scott Schneider, Xavier Guerin, Shaohan Hu +1
We present the architecture of a cloud native version of IBM Streams, with Kubernetes as our target platform. Streams is a general purpose streaming system with its own platform fo…
Generalizable Resource Allocation in Stream Processing via Deep Reinforcement Learning
Xiang Ni, Jing Li, Mo Yu +2
This paper considers the problem of resource allocation in stream processing, where continuous data flows must be processed in real time in a large distributed system. To maximize…
Fair Task Allocation in Crowdsourced Delivery
Fuat Basik, Bugra Gedik, Hakan Ferhatosmanoglu +1
Faster and more cost-efficient, crowdsourced delivery is needed to meet the growing customer demands of many industries, including online shopping, on-demand local delivery, and on…
Work-Efficient Parallel and Incremental Graph Connectivity
Natcha Simsiri, Kanat Tangwongsan, Srikanta Tirthapura +1
On an evolving graph that is continuously updated by a high-velocity stream of edges, how can one efficiently maintain if two vertices are connected? This is the connectivity probl…
Building User-defined Runtime Adaptation Routines for Stream Processing Applications
Gabriela Jacques-Silva, Buğra Gedik, Rohit Wagle +2
Stream processing applications are deployed as continuous queries that run from the time of their submission until their cancellation. This deployment mode limits developers who ne…