Sökning: "predicting function invocations"

Hittade 2 uppsatser innehållade orden predicting function invocations.

  1. 1. Mitigating serverless cold starts through predicting computational resource demand : Predicting function invocations based on real-time user navigation

    Kandidat-uppsats, Jönköping University/JTH, Avdelningen för datateknik och informatik

    Författare :Gustav Persson; William Branth Sjöberg; [2023]
    Nyckelord :serverless functions; cold start; provisioned concurrency; adaptive scaling; mitigation; predicting function invocations; monitoring real-time user navigation;

    Sammanfattning : Serverless functions have emerged as a prominent paradigm in software deployment, providing automated resource scaling, resulting in demand-based operational expenses. One of the most significant challenges associated with serverless functionsis the cold start delay, preventing organisations with latency-critical web applications from adopting a serverless technology. LÄS MER

  3. 2. A FaaS Instance Management Algorithm for Minimizing Cost subject to Response Time

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Tianyu Zhang; [2022]
    Nyckelord :Serverless; Cloud Computing; Function as a Service; Kubernetes; Instance Management Algorithm; Serverless; Cloud Computing; funktion som tjänst; Kubernetes; algoritm för instanshantering;

    Sammanfattning : With the development of cloud computing technologies, the concept of Function as a Service (FaaS) has become increasingly popular over the years. Developers can choose to create applications in the form of functions, and delegate the deployment and management of the infrastructure to the FaaS provider. LÄS MER