COSTREAM: Learned Cost Models for Operator Placement in Edge-Cloud Environments

1 code implementation • 13 Mar 2024 • Roman Heinrich, Carsten Binnig, Harald Kornmayer, Manisha Luthra

In this work, we present COSTREAM, a novel learned cost model for Distributed Stream Processing Systems that provides accurate predictions of the execution costs of a streaming query in an edge-cloud environment.

Operator as a Service: Stateful Serverless Complex Event Processing

1 code implementation • 9 Dec 2020 • Manisha Luthra, Sebastian Hennig, Kamran Razavi, Lin Wang, Boris Koldehofe

In this paper, we propose CEPLESS, a scalable data management system that decouples the specification from the runtime system by building on the principles of serverless computing.

Networking and Internet Architecture Distributed, Parallel, and Cluster Computing

Efficient Complex Event Processing in Information-centric Networking at the Edge

1 code implementation • 9 Dec 2020 • Manisha Luthra, Johannes Pfannmüller, Boris Koldehofe, Jonas Höchst, Artur Sterz, Rhaban Hark, Bernd Freisleben

Information-centric Networking (ICN) is an emerging Internet architecture that offers promising features, such as in-network caching and named data addressing, to support the edge computing paradigm, in particular Internet-of-Things (IoT) applications.

Edge-computing Distributed, Parallel, and Cluster Computing Networking and Internet Architecture