Sökning: "Self-adaption"

Hittade 4 uppsatser innehållade ordet 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

    Master-uppsats, Linköpings universitet/Institutionen för datavetenskap; Linköpings universitet/Tekniska fakulteten

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

    Sammanfattning : 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. LÄS MER

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

    Kandidat-uppsats, Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

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

    Sammanfattning : 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. LÄS MER

  4. 3. DOA estimation based on MUSIC algorithm

    Kandidat-uppsats, Linnéuniversitetet/Institutionen för fysik och elektroteknik (IFE)

    Författare :Honghao Tang; [2014]
    Nyckelord :DOA estimation; spatial spectrum; MUSIC algorithm.;

    Sammanfattning : 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. LÄS MER

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

    Magister-uppsats, Linnéuniversitetet/Institutionen för datavetenskap, fysik och matematik, DFM

    Författare :Masuma Naqvi; [2012]
    Nyckelord :;

    Sammanfattning : 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. LÄS MER