Essays about: "parallelization"

Showing result 21 - 25 of 128 essays containing the word parallelization.

  1. 21. Acceleration of Machine-Learning Pipeline Using Parallel Computing

    University essay from Uppsala universitet/Signaler och system

    Author : Xavante Erickson; [2021]
    Keywords : acceleration; ray; accelerator; numpy; machine-learning; machine; learning; optimization; parallelization; speedup; profiling;

    Abstract : Researchers from Lund have conducted research on classifying images in three different categories, faces, landmarks and objects from EEG data [1]. The researchers used SVMs (Support Vector Machine) to classify between the three different categories [2, 3]. READ MORE

  3. 22. Adder Minimization and Retiming in Parallel FIR-Filters : Targeting Power Consumption in ASICs

    University essay from Linköpings universitet/Datorteknik

    Author : Jens Månsson; [2021]
    Keywords : FIR-filter; retiming;

    Abstract : Parallelized implementations of FIR-filters are often used to meet throughput and power requirements. The most common methods to optimize coefficient multiplication in FIR-filters are developed for single rate filters, thus the added redundancy of parallel implementations cannot be utilized in the optimization. READ MORE

  4. 23. Parallelization of Online Random Forest

    University essay from

    Author : Leonard Lindroth; [2021]
    Keywords : Online Learning; Parallelization; Online Random Forests; Machine Learning;

    Abstract : Context. Random Forests (RFs) is a very popular machine learning algorithm for mining large scale data. RFs is mainly known asan algorithm that operates in offline mode. However, in recent yearsimplementations of online random forests (ORFs) have been introduced. READ MORE

  5. 24. GPU-Assisted Collision Avoidance for Trajectory Optimization : Parallelization of Lookup Table Computations for Robotic Motion Planners Based on Optimal Control

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

    Author : Abhiraj Bishnoi; [2021]
    Keywords : Motion Planning; Robotics; Trajectory Optimization; GPGPU; Parallel Programming;

    Abstract : One of the biggest challenges associated with optimization based methods forrobotic motion planning is their extreme sensitivity to a good initial guess,especially in the presence of local minima in the cost function landscape.Additional challenges may also arise due to operational constraints, robotcontrollers sometimes have very little time to plan a trajectory to perform adesired function. READ MORE

  6. 25. Comparative Study of CPU and GPGPU Implementations of the Sievesof Eratosthenes, Sundaram and Atkin

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Jakob Månsson; [2021]
    Keywords : General Purpose Graphics Processing Unit; Parallelization; Prime number; Sieve.;

    Abstract : Background. Prime numbers are integers divisible only on 1 and themselves, and one of the oldest methods of finding them is through a process known as sieving. A prime number sieving algorithm produces every prime number in a span, usually from the number 2 up to a given number n. READ MORE