Essays about: "Resource scaling"

Showing result 1 - 5 of 64 essays containing the words Resource scaling.

  1. 1. Quantifying liquid food waste : levels of liquid coffee waste, its causes and barriers and drivers for quantification in the Swedish food service sector

    University essay from SLU/Department of Molecular Sciences

    Author : Rosa Hellman; [2024]
    Keywords : sewage food waste; beverage waste; direct measurement; hospitality; restaurant; serving waste; food waste cause;

    Abstract : Food waste is a waste of resources required throughout the entire supply chain, leading to environmental impacts that could have been avoided. Coffee has a relatively high environmental impact partially due to the high consumption. To identify levels and sources of food waste, and consequently prevent it, quantification is used. READ MORE

  3. 2. Comparison of Recommendation Systems for Auto-scaling in the Cloud Environment

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Sai Nikhil Boyapati; [2023]
    Keywords : Auto-Scaling; Auto-Scaling Recommendations; Cloud Environment; K-Nearest Neighbors; Machine Learning; Recommendation Systems; Random Forests; Support Vector Machines;

    Abstract : Background: Cloud computing’s rapid growth has highlighted the need for efficientresource allocation. While cloud platforms offer scalability and cost-effectiveness for a variety of applications, managing resources to match dynamic workloads remains a challenge. READ MORE

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

    University essay from Jönköping University/JTH, Avdelningen för datateknik och informatik

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

    Abstract : 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. READ MORE

  5. 4. Scaling and distribution of Particle Swarm Optimization Algorithms on Microsoft Azure

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Nikolaos Delis; [2023]
    Keywords : PSO; Optimization; Scaling; Parallelization; Azure Durable Functions;

    Abstract : Introduction. Particle Swarm Optimization (PSO) is a heavy-duty algorithm that is used to identify the optimum (maximum or minimum) solution of a formula with multiple unknown factors. PSO algorithms are used widely for various optimization problems, and all face the same challenge. READ MORE

  6. 5. Dimensioning Microservices on Kubernetes Platforms Using Machine Learning Techniques

    University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

    Author : Adam Rubak; [2023]
    Keywords : Kubernetes; dimensioning; scaling; resource management; horizontal pod autoscaler; machine learning; Kubernetes; dimensionering; skalning; resurshantering; horisontell pod autoscaler; maskininlärning;

    Abstract : In recent years, cloud computing and containerization have become increasingly popular for various applications. However, optimizing resource usage and minimizing costs while providing reliable and efficient service to users can be a challenge. One such challenge is scaling containers according to the current system load. READ MORE