Results 11 to 20 of about 114,884 (315)
MAPE-K/MAPE-SAC: An interaction framework for adaptive systems with security assurance cases
Future Generation Computer Systems, 2020 Abstract Security certification establishes that a given system satisfies properties and constraints as specified in the system security profile. Mechanisms and techniques have been developed to assess if and how well the system complies with the properties, thereby providing a degree of confidence in the security certification.
Sharmin Jahan +6 more
openaire +3 more sources
MAPE-K as a service-oriented architecture [PDF]
IEEE Latin America Transactions, 2017 The reflective middlewares have been used as a powerful tool to cope with inherent heterogeneous nature of distributed systems, in order to give them greater adaptability capacities. Recently, some papers have extended the reflective middlewares with autonomic capabilities based on the autonomic computing paradigm. One of the main component is the MAPE-
Vizcarrondo, Juan +3 more
openaire +3 more sources
Extending MAPE-K to support Human-Machine Teaming [PDF]
International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2022 The MAPE-K feedback loop has been established as the primary reference model for self-adaptive and autonomous systems in domains such as autonomous driving, robotics, and Cyber-Physical Systems.
J. Cleland-Huang +4 more
semanticscholar +1 more source
PeerJ Computer Science, 2021 Regression analysis makes up a large part of supervised machine learning, and consists of the prediction of a continuous independent target from a set of other predictor variables.
D. Chicco, M. Warrens, Giuseppe Jurman
semanticscholar +1 more source
Towards Better Adaptive Systems by Combining MAPE, Control Theory, and Machine Learning [PDF]
International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2021 Two established approaches to engineer adaptive systems are architecture-based adaptation that uses a Monitor-Analysis-Planning-Executing (MAPE) loop that reasons over architectural models (aka Knowledge) to make adaptation decisions, and control-based ...
Danny Weyns +7 more
semanticscholar +1 more source
A Distributed MAPE-K Framework for Self-Protective IoT Devices
International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2023 Internet of Things (IoT) devices have become ubiquitous in our everyday life, with security becoming an ever-growing issue as more and more cyber-attack incidents being reported, primarily due to deficiencies in existing security mechanisms.
Michael Riegler +2 more
semanticscholar +1 more source
Software Self-adaptation and Industry: Blame MAPE-K
International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2023 If software self-adaptation has to be widely adopted by industry, we need to think big, embrace complexity, provide easily deployed and cost-effective solutions, and justify trust. On fairness, MAPE-K should not solely take the blame.
R. D. Lemos
semanticscholar +1 more source
International Journal of Electrical and Computer Engineering (IJECE), 2021 Forecasting involves all areas in predicting future events. Many problems can be solved by using a forecasting approach to become a study in the field of data science.
Al Khowarizmi +3 more
semanticscholar +1 more source
On Managing Knowledge for MAPE-K Loops in Self-Adaptive Robotics Using a Graph-Based Runtime Model
Applied Sciences, 2022 Service robotics involves the design of robots that work in a dynamic and very open environment, usually shared with people. In this scenario, it is very difficult for decision-making processes to be completely closed at design time, and it is necessary ...
A. Romero-Garcés +3 more
semanticscholar +1 more source
A machine learning approach to portfolio pricing and risk management for high-dimensional problems
, 2021 We present a general framework for portfolio risk management in discrete time, based on a replicating martingale. This martingale is learned from a finite sample in a supervised setting.
Fernandez-Arjona, Lucio +1 more
core +1 more source