Essays about: "Self-adaption"

Found 4 essays containing the word Self-adaption.

  1. 1. Load Balancing In The Edge Cloud With Service Degradation : Combining Application-level Service Degradation With Load Balancing in a Kubernetes-based Edge Cloud

    University essay from Linköpings universitet/Institutionen för datavetenskap; Linköpings universitet/Tekniska fakulteten

    Author : Rachel Homssi; Jacob Möller; [2023]
    Keywords : Kubernetes; Service Degradation; Edge Cloud; Cloud; Load Balancing; Brownout; Resource Limitation; Overloading; Self-adaption; Kubernetes; Tjänstedegradering; Edge Cloud; Cloud; Lastbalansering; Resursbegränsning; Överbelastning; Självadaptering;

    Abstract : Edge cloud is a distributed computing architecture that is growing in popularity. It aims to bring the cloud closer to the edge of a network, reducing latency and improving performance through the use of distributed servers (edge nodes) spread out geographically. READ MORE

  3. 2. Applying Machine Learning to Reduce the Adaptation Space in Self-Adaptive Systems : an exploratory work

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Sarpreet Singh Buttar; [2018]
    Keywords : Self-adaptive systems; Architecture-based self-adaptation; Adaptation space; MAPE-K feedback loop; DeltaIoT; ActivFORMS; Machine learning; Online supervised learning; Classification; Regression;

    Abstract : Self-adaptive systems are capable of autonomously adjusting their behavior at runtime to accomplish particular adaptation goals. The most common way to realize self-adaption is using a feedback loop(s) which contains four actions: collect runtime data from the system and its environment, analyze the collected data, decide if an adaptation plan is required, and act according to the adaptation plan for achieving the adaptation goals. READ MORE

  4. 3. DOA estimation based on MUSIC algorithm

    University essay from Linnéuniversitetet/Institutionen för fysik och elektroteknik (IFE)

    Author : Honghao Tang; [2014]
    Keywords : DOA estimation; spatial spectrum; MUSIC algorithm.;

    Abstract : Array signal processing is an important branch in the field of signal processing. In recent years, it has developed dramatically. It can be applied in such fields as radio detection and ranging, communication, sonar, earthquake, exploration, astronomy and biomedicine. READ MORE

  5. 4. Claims and Supporting Evidence for Self-Adaptive Systems – A Literature Review

    University essay from Linnéuniversitetet/Institutionen för datavetenskap, fysik och matematik, DFM

    Author : Masuma Naqvi; [2012]
    Keywords : ;

    Abstract : A self-adaptive system aims at anticipating changes which occur in a complex environment and automatically deal with them at run time. Although a lot of work has been done on self-adaptive systems over the past decade but researchers have lack of knowledge on how the research results have contributed in improving of complex software systems. READ MORE