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  1. 1. The role of umbrella organisations in facilitating sustainability transition - the diffusion of energy cooperatives and community-supported agriculture in Europe

    University essay from Lunds universitet/LUCSUS

    Author : Kaya Feddersen; [2023]
    Keywords : sustainability science; sustainability transition; collective diffusion; umbrella organizations; intermediary roles; Social Sciences;

    Abstract : Umbrella organizations of grassroot innovations can play important roles in facilitating sustainability transitions. This thesis examines such roles by studying national and regional umbrella organizations of energy cooperatives and community-supported agriculture in Europe. 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. PAMPaR: Parallel Analysis of miRNAs, Proteins and RNAs. Dynamic Profiles of miRNAs, mRNAs and Specific Proteins in Mouse Embryonic Stem Cells Differentiating into Neural Precursors

    University essay from KTH/Proteinvetenskap

    Author : Amelie Carlström; [2023]
    Keywords : PAMPaR; SPARC; Proximity extension assay; Neuronal differentiation; Mouse embryonic stem cells; PAMPaR; SPARC; Proximity extension assay; Neuronal differentiering; embryonala musstamceller;

    Abstract : MikroRNA-molekyler (miRNA) är viktiga icke-kodande RNA-molekyler för post-transkriptionell reglering av proteinkodande gener. De har även effekter på många cellulära processer såsom differentiering. De biosyntetiska reaktioner som skapar miRNA involverar proteiner som själva regleras av miRNA. READ MORE

  5. 4. Dynamic API proposal to investigate and improve federated learning scalability

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Gergely Módi; [2023]
    Keywords : ;

    Abstract : Federated learning is an inherently distributed approach to machine learning since the data and the learning process stay on the client's devices. Even though it may suggest that the whole process can be fully distributed, that is not a trivial problem to solve since a global consensus model needs to be maintained and redistributed to its peers. READ MORE

  6. 5. Optimizing Resource Allocation in Kubernetes : A Hybrid Auto-Scaling Approach

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Brando Chiminelli; [2023]
    Keywords : Cloud computing; Microservices; Kubernetes; Container Orchestration; Auto-Scaling; Horizontal Pod Autoscaler HPA ; WorkloadPrediction; Time-Series Forecasting; Molntjänster; Mikrotjänster; Kubernetes; Containerorkestrering; Automatisk Skalning; Horizontal Pod Autoscaler HPA ; Förutsägelse avArbetsbelastning; Prognoser för Tidsserier;

    Abstract : This thesis focuses on addressing the challenges of resource management in cloud environments, specifically in the context of running resource-optimized applications on Kubernetes. The scale and growth of cloud services, coupled with the dynamic nature of workloads, make it difficult to efficiently manage resources and control costs. READ MORE