Essays about: "Performance Optimization"

Showing result 11 - 15 of 1262 essays containing the words Performance Optimization.

  1. 11. Feasibility Study of Energy Harvesting via Biofuel Cell for Miniaturised Implantable Biosensors

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Rebecca Bonato; [2024]
    Keywords : Biofuel cell; Blood; Energy Harvesting; Glucose; Power Density; Oxygen;

    Abstract : In the current pursuit of sustainable energy, biofuel cells are attracting considerable attention. Within biomedical engineering, the concept of harnessing energy from biological fluids, such as blood, holds significant promise, enabling both full autonomy and miniaturization. READ MORE

  2. 12. The Impact of Deep Neural Network Pruning on the Hyperparameter Performance Space: An Empirical Study

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Jonna Matthiesen; [2023-10-24]
    Keywords : Compression; Deep Learning; DNN; Hyperparameters; Optimization; Pruning; Hyperparameter Optimisation; Hyperparameter Tuning;

    Abstract : With the continued growth of deep learning models in terms of size and computational requirements, the need for efficient models for deployment on resource-constrained devices becomes crucial. Structured pruning has emerged as a proven method to speed up models and reduce computational requirements. READ MORE

  3. 13. An inventory optimization toolbox in SMEs

    University essay from Göteborgs universitet/Graduate School

    Author : Jakob Olofsson; Johan Persson; [2023-07-03]
    Keywords : ;

    Abstract : Introduction - The globalization of e-commerce and the emergence of supply chains have allowed SMEs to join in shaping the global economy. Although SMEs contribute a lot to global development, they usually experience a number of challenges in their daily operations affecting their profitability and performance. READ MORE

  4. 14. Optimizing on-chip Machine Learning for Data Prefetching

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Hampus Larsson; Miranda Jernberg; Albin Pansell; Fabian Stigsson; Fredrik Hamrefors; Pontus Söderström; [2023-03-03]
    Keywords : Data Prefetching; Machine Learning; HW SW co-Design; HLS; FPGA;

    Abstract : The idea behind data prefetching is to speed up program execution by predicting what data is needed by the processor, before it is actually needed. Data prefetching is commonly performed by prefetching the next memory address in line, but there are other, more sophisticated approaches such as machine learning. READ MORE

  5. 15. High-Temperature Thermal Energy Storage for Innovative Hybrid CSP/PV Plants : A Comprehensive Design Optimization

    University essay from KTH/Energiteknik

    Author : Lorenzo Centonze; [2023]
    Keywords : ;

    Abstract : By means of a literature review, critical parameters in the context of thermal energy storage systems, particularly packed bed thermal energy storage systems are identified. The goals of this thesis project are to come up with an optimized design for a PBSTES and to evaluate the thermal performance of alternative storage materials derived from byproducts of industrial processes and natural rocks in order to reduce the environmental impact of the designed system. READ MORE