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ACM Transactions on Autonomous and Adaptive Systems
1-10 of 26 reviews
Knowledge management for self-organised resource allocation
Kurka D., Pitt J., Ober J. ACM Transactions on Autonomous and Adaptive Systems 14(1): 1-41, 2019. Type: Article
Social systems are mainly controlled self-organizing systems dependent on participation and cooperation. The complexity of the social world needs continuous redesigns of these systems toward functional self-organizing systems. It also includes sel...
Jun 10 2021
SOD: making smartphone smart on demand with radio interface management
Brocanelli M., Wang X. ACM Transactions on Autonomous and Adaptive Systems 13(3): 1-24, 2019. Type: Article
Smartphone batteries don’t last as long as they used to. Why? Applications consume a lot of energy. However, the authors show that, besides the display, which is the most power-hungry service, all tasks related to the radio interface consume...
Apr 20 2021
Self-awareness in software engineering: a systematic literature review
Elhabbash A., Salama M., Bahsoon R., Tino P. ACM Transactions on Autonomous and Adaptive Systems 14(2): 1-42, 2019. Type: Article
As researchers in the field of distributed software systems, the authors feel as though software self-awareness is becoming more and more fundamental to their work. On the one hand, they see a great number of scientific publications available; on ...
Jan 29 2021
Probabilistic policy reuse for safe reinforcement learning
García J., Fernández F. ACM Transactions on Autonomous and Adaptive Systems 13(3): 1-24, 2019. Type: Article
Human and robot planners seek safe and optimal action plans. Learning to adapt good examples, such as the ones provided by a teacher, is an effective way to speed up action planning and can be used to start reinforcement learning. When learning is...
Dec 17 2020
SDN flow entry management using reinforcement learning
Mu T., Al-Fuqaha A., Shuaib K., Sallabi F., Qadir J. ACM Transactions on Autonomous and Adaptive Systems 13(2): 1-23, 2018. Type: Article
Software-defined networking (SDN) technology makes for smoother network management and configuration. It allows network resources to be efficiently assigned to both prolonged and short-term traffic flows. However, substantial network reconfigurati...
Apr 24 2019
On ordering multi-robot task executions within a cyber physical system
Semwal T., Jha S., Nair S. ACM Transactions on Autonomous and Adaptive Systems 12(4): 1-27, 2017. Type: Article
The paper addresses the important problem of task execution by a multi-robot system. Many papers cover task allocation, but do not explicitly address task execution. The topic is important not just for robotics, but in a broader sense for cyber-ph...
Jun 12 2018
Control strategies for self-adaptive software systems
Filieri A., Maggio M., Angelopoulos K., D’ippolito N., Gerostathopoulos I., Hempel A., Hoffmann H., Jamshidi P., Kalyvianaki E., Klein C., Krikava F., Misailovic S., Papadopoulos A., Ray S., Sharifloo A., Shevtsov S., Ujma M., Vogel T. ACM Transactions on Autonomous and Adaptive Systems 11(4): 1-31, 2017. Type: Article
How can we develop advanced control strategies for self-adaptive software systems? If you are interested in an extended answer, please read this paper. Its aim is to provide an overview of the control techniques that are well known in the control ...
Apr 13 2018
User-centric adaptation analysis of multi-tenant services
García-Galán J., Pasquale L., Trinidad P., Ruiz-Cortés A. ACM Transactions on Autonomous and Adaptive Systems 10(4): 1-26, 2016. Type: Article
A method to arrive at configuration consensus in a multitenant shared-service cloud environment is presented in this paper. Section 1 discusses the multitenant cloud. The authors are interested in such systems where each member of the user communi...
Apr 21 2016
Model-driven engineering of self-adaptive software with EUREMA
Vogel T., Giese H. ACM Transactions on Autonomous and Adaptive Systems 8(4): 1-33, 2014. Type: Article
Self-adaptive software is a very active field of research. Many projects (also sponsored by the European Commission (EC)) have been funded with the goal of providing techniques and tools for self-adaptive (and autonomous) programs. This paper is a...
Apr 15 2014
Adaptive epidemic dynamics in networks: thresholds and control
Xu S., Lu W., Xu L., Zhan Z. ACM Transactions on Autonomous and Adaptive Systems 8(4): 1-19, 2014. Type: Article
The use of biological models (for example, epidemic models) to study the spreading of network-related computer viruses is not new. However, most of these biological models assume the homogeneity of nodes in a network, that is, all nodes are equall...
Mar 25 2014
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