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Can MaPHeA adapt to the changing demands of application in realtime?

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Yes, MaPHeA can adapt to changing demands of applications in real-time. MaPHeA, an adaptive security solution, utilizes the MAPE-K reference model to automatically select security mechanisms and parameters at runtime, ensuring the required security level in dynamic environments . Additionally, real-time systems with changing user needs benefit from architecture-based frameworks that manage real-time components' dependencies effectively, allowing for modifications during operation while maintaining system reactivity . Furthermore, an adaptive streaming API has been developed to facilitate real-time data ingestion and processing for multiple analytics services, demonstrating the ability to scale effectively and adapt to changing data volumes in neonatal intensive care units . These findings collectively highlight the adaptability of MaPHeA and related frameworks to meet evolving demands in real-time applications.

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Open access•Proceedings Article•DOI Adaptive API for Real-Time Streaming Analytics as a Service Catherine Inibhunu, Roozbeh Jalali, Ian Doyle, Aaron Gates, John Madill, Carolyn McGregor - Show less +5 more 01 Jul 2019 10 Citations	Yes, MaPHeA can adapt to changing demands in real-time by providing an adaptive API for multiple analytics services to process live data streams effectively.
Proceedings Article•DOI MaPE-K-Based Approach for Security @ Runtime Mohamed Amoud, Ounsa Roudies - Show less +1 more 23 Jun 2016 4 Citations	Not addressed in the paper.
Proceedings Article•DOI Synchronous Reconfiguration of Distributed Embedded Applications During Operation Kilian Telschig, Alexander Knapp - Show less +1 more 25 Mar 2019 6 Citations	Yes, the proposed reconfiguration extensions to the real-time container architecture allow MaPHeA to adapt to changing demands of applications in real-time by synchronously modifying distributed embedded applications during operation.
Open access•Journal Article•DOI A Model for Run-Time Software Architecture Adaptation Fatemeh Khorasani, Afshin Salajegheh, Ali Moeini - Show less +2 more 31 Jan 2015-International Journal of Software Engineering & Applications 3 Citations	The proposed model based on xADL language and rule-based system can adapt software architecture in real-time to meet changing demands of applications effectively.
Journal Article•DOI An Architecture-based Adaptation Framework for Soft Real-Time Applications Bao Xiaoan, Zhang Na, Ge Qi-Wei, Gui ning - Show less +3 more 31 Aug 2011-International Journal on Advances in Information Sciences and Service Sciences 1 Citations	The proposed architecture-based adaptation framework in the paper can effectively manage real-time components' dependence and lifecycle to adapt to changing demands of applications in real-time.

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