Latency-Aware RDMSim: Enabling the Investigation of Latency in Self-Adaptation for the Case of Remote Data Mirroring
Research output: Contribution to book/conference proceedings/anthology/report › Conference contribution › Contributed › peer-review
Contributors
Abstract
Self-adaptive systems are able to adapt themselves according to changing contextual conditions to ensure a set of predefined objectives (e.g., certain non-functional requirements like reliability) is reached. For this, they perform adaptation actions which have an effect on the objectives. But, this effect is not reached immediately. Instead, there is a latency between performing an adaptation action and the effect on the objective. In this paper, we present an exemplar which allows to investigate this latency of adaptation actions for a remote data mirroring system (RDMs) based on a previous exemplar, which wasn't latency-aware. The purpose of an RDM is to replicate a data package among multiple locations (called mirrors) to protect against data loss and unavailability. We present a simulation framework for RDM systems, which offers various adaptation actions: changing the number of mirrors, changing the number of links per mirror and changing the topology of the network. The framework is able to predict the effect on three selected non-functional requirements (cost, performance and reliability) and how long a reconfiguration will take, i.e., the latency. We show how to use this information to construct a simple, exemplary optimiser.
Details
Original language | English |
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Title of host publication | Proceedings - 2024 IEEE/ACM 19th Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2024 |
Publisher | IEEE |
Pages | 182-188 |
Number of pages | 7 |
ISBN (electronic) | 9798400705854 |
ISBN (print) | 979-8-3503-6383-8 |
Publication status | Published - 16 Apr 2024 |
Peer-reviewed | Yes |
Conference
Title | 19th International Conference on Software Engineering for Adaptive and Self-Managing Systems |
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Abbreviated title | SEAMS 2024 |
Conference number | 19 |
Duration | 15 - 16 April 2024 |
Website | |
Location | Centro Cultural de Belém |
City | Lisbon |
Country | Portugal |
External IDs
Scopus | 85196366248 |
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ORCID | /0000-0003-1537-7815/work/168720067 |
Keywords
ASJC Scopus subject areas
Keywords
- Autonomous systems, Bandwidth, Costs, Measurement, Metadata, Network topology, Reliability engineering, latency-awareness, models@run.time, self-adaptation