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SEAMS 2022
Mon 23 - Tue 24 May 2022
co-located with ICSE 2022
Fri 20 May 2022 12:20 - 12:25 at SEAMS room - Edge and Fog Chair(s): Simos Gerasimou, Rogério de Lemos Rogério

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Self-adaptive systems comprise a complex domain of computing systems which are intensively studied but sparsely employed in real applications. Furthermore, recent trends in computer science are steering towards machine-learning which has yet to fully penetrate this domain. We would like to present Simdex — a realistic simulator of self-adaptive backend that dispatches computing jobs among multiple workers. It is based on ReCodEx, a system for semi-automated evaluation of coding assignments which has been used for past 5 years at our School of Computer Science. The simulator replays the workload logs recorded over several years the ReCodEx has been employed at our university which provides near-to-real feedback to the simulated scenarios. Furthermore, the design of the simulator is highly modular and allows implementing different self-adaptive controllers, including ones based on machine-learning as we demonstrate in our examples.

Fri 20 May

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12:00 - 13:05
Edge and Fog SEAMS 2022 at SEAMS room
Chair(s): Simos Gerasimou University of York, UK, Rogério de Lemos Rogério r.delemos@kent.ac.uk
12:00
10m
Paper
NEPTUNE: Network- and GPU-aware Management of Serverless Functions at the EdgeBest Paper AwardResearch Paper
SEAMS 2022
Luciano Baresi Politecnico di Milano, Davide Yi Xian Hu Politecnico di Milano, Giovanni Quattrocchi Politecnico di Milano, Luca Terracciano Politecnico di Milano
Pre-print
12:10
10m
Paper
Towards Self-Adaptive Peer-to-Peer Monitoring for Fog EnvironmentsResearch Paper
SEAMS 2022
Vera Colombo Università degli Studi di Milano-Bicocca, Alessandro Tundo University of Milano-Bicocca, Michele Ciavotta University of Milano - Bicocca, Leonardo Mariani University of Milano-Bicocca
Pre-print
12:20
5m
Paper
Simdex: A Simulator of a Real Self-adaptive Job-dispatching System BackendArtifact PaperBest Artifact Award
SEAMS 2022
Martin Kruliš Charles University, Tomas Bures Charles University, Czech Republic, Petr Hnětynka Charles University
Pre-print Media Attached
12:25
40m
Panel
Discussion
SEAMS 2022

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Fri 20 May 2022 12:00 - 13:05 at SEAMS room - Edge and Fog Chair(s): Simos Gerasimou, Rogério de Lemos Rogério
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