Essays about: "overheads"

Showing result 1 - 5 of 35 essays containing the word overheads.

  1. 1. EDPM : An extension of EDPM - an embedded domain-specific language for performance monitoring C and C++ programs

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : David Bosnjak; [2023]
    Keywords : EDPM; Dynamic Nesting; PAPI; LLVM; Libtooling; EDPM; Dynamisk Nestning; PAPI; LLVM; Libtooling;

    Abstract : Background. Performance monitoring of C/C++ programs has often been a tedious and straining process, where insufficient and complex tools/APIs are required. Performance monitoring tools and APIs tend to focus on ease of use or flexibility, but rarely both. READ MORE

  2. 2. Confidential Federated Learning with Homomorphic Encryption

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

    Author : Zekun Wang; [2023]
    Keywords : Cloud Technology; Confidential Computing; Federated Learning; Homomorphic Encryption; Trusted Execution Environment; Molnteknik; Konfidentiell databehandling; Federerad inlärning; Homomorfisk kryptering; Betrodd körningsmiljö;

    Abstract : Federated Learning (FL), one variant of Machine Learning (ML) technology, has emerged as a prevalent method for multiple parties to collaboratively train ML models in a distributed manner with the help of a central server normally supplied by a Cloud Service Provider (CSP). Nevertheless, many existing vulnerabilities pose a threat to the advantages of FL and cause potential risks to data security and privacy, such as data leakage, misuse of the central server, or the threat of eavesdroppers illicitly seeking sensitive information. READ MORE

  3. 3. 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

  4. 4. Utilizing machine learning in wildlife camera traps for automatic classification of animal species : An application of machine learning on edge devices

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Niklas Erlandsson; [2021]
    Keywords : Computer Vision; TensorFlow; OpenCV; Machine learning; Neural networks; Camera traps; Datorseende; TensorFlow; OpenCV; Maskininlärning; Neurala nätverk; Åtelkameror;

    Abstract : A rapid global decline in biodiversity has been observed in the past few decades, especially in large vertebrates and the habitats supporting these animal populations. This widely accepted fact has made it very important to understand how animals respond to modern ecological threats and to understand the ecosystems functions. READ MORE

  5. 5. Cyber Attacks Against SDN Controllers And Protecting The Control Plane With A Formally Verified Microkernel

    University essay from Linköpings universitet/Programvara och system

    Author : Olof Holmberg; [2021]
    Keywords : SDN; Software-Defined Networking; Microkernel; seL4;

    Abstract : Software-Defined Networking (SDN) is a technology that is increasing in popularity. However, with increased prevalence comes increased opportunity to exploit vulnerabilities that exist within the technology. In this thesis, several attack vectors that can be used to attack SDN controllers were identified through a literature review. READ MORE