Essays about: "linear speedup"

Showing result 1 - 5 of 14 essays containing the words linear speedup.

  1. 1. Reducing Power Consumption For Signal Computation in Radio Access Networks : Optimization With Linear Programming and Graph Attention Networks

    University essay from Linköpings universitet/Programvara och system

    Author : Martin Nordberg; [2023]
    Keywords : Cloud RAN; Constrained optimization; Mixed integer linear programming; MILP; Machine learning; Graph neural network; Graph attention network; GAT;

    Abstract : There is an ever-increasing usage of mobile data with global traffic having reached 115 exabytes per month at the end of 2022 for mobile data traffic including fixed wireless access. This is projected to grow up to 453 exabytes at the end of 2028, according to Ericssons 2022 mobile data traffic outlook report. READ MORE

  3. 2. Comparing Different Approaches for Solving Large Scale Power Flow Problems on the CPU and GPU with the Newton-Raphson Method

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

    Author : Manolo D'Orto; [2020]
    Keywords : ;

    Abstract : Power system modelling is increasing in importance. It is vital for power system operations and transmission grid expansions, and therefore the future energy transition. The Swedish power system is under fast development to face the progress of more flexible demand, a higher share of distributed renewable sources, and updated capacities. READ MORE

  4. 3. Detecting quantum speedup for random walks with artificial neural networks

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

    Author : Hanna Linn; [2020]
    Keywords : Quantum machine learning; convolutional neural networks; magic state; random walk; quantum walk; quantum speedup.; Kvantmaskininlärning; faltningsnätverk; magiska kvanttillstånd; slumpvandringar; kvantvandringar; kvantacceleration.;

    Abstract : Random walks on graphs are an essential base for crucial algorithms for solving problems, like the boolean satisfiability problem. A speedup of random walks could improve these algorithms. The quantum version of the random walk, quantum walk, is faster than random walks in specific cases, e.g. READ MORE

  5. 4. Parallel Bayesian Additive Regression Trees, using Apache Spark

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Sigurdur Geirsson; [2017]
    Keywords : ;

    Abstract : New methods have been developed to find patterns and trends in order to gainknowledge from large datasets in various disciplines, such as bioinformatics, consumer behavior in advertising and weather forecasting.The goal of many of these new methods is to construct prediction models from the data. READ MORE

  6. 5. Real-time generation of kd-trees for ray tracing using DirectX 11

    University essay from Blekinge Tekniska Högskola

    Author : Martin Säll; Fredrik Cronqvist; [2017]
    Keywords : Ray tracing; Kd-tree; acceleration; DirectX 11; compute shader;

    Abstract : Context. Ray tracing has always been a simple but effective way to create a photorealistic scene but at a greater cost when expanding the scene. Recent improvements in GPU and CPU hardware have made ray tracing faster, making more complex scenes possible with the same amount of time needed to process the scene. READ MORE