Essays about: "distributed computing"

Showing result 11 - 15 of 216 essays containing the words distributed computing.

  1. 11. IoT as Fog Nodes: An Evaluation on Performance and Scalability

    University essay from Mittuniversitetet/Institutionen för data- och elektroteknik (2023-)

    Author : Ishaq Ezaz; [2023]
    Keywords : Internet of Things IoT ; fog computing; fog nodes; distributed computing; cloud computing; scalability; latency; performance; data processing; communication overhead.; Internet of Things IoT ; dimdatorer; dimnoder; distribuerad system; databearbetning; moln; skalbarhet; prestanda; latens; kommunikationskostnad.;

    Abstract : I takt med den exponentiella tillväxten av Internet of Things (IoT) har utmaningen att hantera den enorma mängden genererade data blivit allt större. Denna studie undersöker paradigmen med distribuerade dimdatorer, där kostnadseffektiva IoT-enheter används som dimnoder, som en potentiell lösning på de utmaningarna som det centraliserade molnet står inför. READ MORE

  3. 12. A Bayesian Bee Colony Algorithm for Hyperparameter Tuning of Stochastic SNNs : A design, development, and proposal of a stochastic spiking neural network and associated tuner

    University essay from Uppsala universitet/Signaler och system

    Author : Oskar Falkeström; [2023]
    Keywords : edge computing; edge user allocation; constraint satisfaction problem; bin packing problem; spiking neural networks; SNN; stochastic spiking neural networks; neuromorphic computing; hyperparameter tuning; swarm intellience; artificial bee colony algorithm; tree-structured Parzen estimator; stochastic optimization; Bayesian optimization.;

    Abstract : With the world experiencing a rapid increase in the number of cloud devices, continuing to ensure high-quality connections requires a reimagining of cloud. One proponent, edge computing, consists of many distributed and close-to-consumer edge servers that are hired by the service providers. READ MORE

  4. 13. An evaluation of tools for verifying non-functional requirements for cloud deployed applications.

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Jonas Ernerstedt; [2023]
    Keywords : ;

    Abstract : Evaluating non-functional requirements is a crucial part of distributed systems. As cloud deployed systems are continuously developed, the quality of the system must be verified for every iteration. READ MORE

  5. 14. 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

  6. 15. Using MPI One-Sided Communication for Parallel Sudoku Solving

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Henrik Aili; [2023]
    Keywords : exact cover; sudoku; parallelization; MPI;

    Abstract : This thesis investigates the scalability of parallel Sudoku solving using Donald Knuth’s Dancing Links and Algorithm X with two different MPI communication methods: MPI One-Sided Communication and MPI Send-Receive. The study compares the performance of the two communication approaches and finds that MPI One-Sided Communication exhibits better scalability in terms of speedup and efficiency. READ MORE