Essays about: "Distributed Memory Systems"

Showing result 1 - 5 of 76 essays containing the words Distributed Memory Systems.

  1. 1. Detecting time inefficiencies in service-oriented systems using distributed tracing

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Josefin Ekenstedt; [2023]
    Keywords : ;

    Abstract : Stragglers, which are tasks that operate significantly slower than other tasks in a system, are a big issue in distributed systems. A system can contain relatively few tasks that qualify as stragglers but that have a great impact on the overall system performance. For example, a study of a large data center showed that as few as 3. READ MORE

  3. 2. Faster Reading with DuckDB and Arrow Flight on Hopsworks : Benchmark and Performance Evaluation of Offline Feature Stores

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

    Author : Ayushman Khazanchi; [2023]
    Keywords : Machine Learning; Feature Store; Distributed Systems; MLOps;

    Abstract : Over the last few years, Machine Learning has become a huge field with “Big Tech” companies sharing their experiences building machine learning infrastructure. Feature Stores, used as centralized data repositories for machine learning features, are seen as a central component to operational and scalable machine learning. READ MORE

  4. 3. A Benchmark Suite for the OmpSs-2@ ArgoDSM task-based distributed shared memory environment

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Konstantinos Palaiodimos; [2022]
    Keywords : ;

    Abstract : Applications with high complexity, heavy computations and processing of large amount of data require powerful computer systems and programming models that allow efficient parallel execution without excessive programming effort. Benchmarking of these systems and models is of vital importance in order to identify their strengths, weaknesses, and potential improvements. READ MORE

  5. 4. Acoarse grain reconfigurable memory architecture for linear algebra and deep neural networks

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

    Author : Cyril Armand Koenig; [2022]
    Keywords : ;

    Abstract : Companies and institutions around the world have been working to develop machines with always more computing power. This race has now found its new objective: hexascale computing (with 1018 flops machines). READ MORE

  6. 5. Data-driven cyberattack detection for microgrids

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

    Author : Jiaying Mao; [2022]
    Keywords : Cyberattack detection; Deep learning network; Microgrid; Smart inverter; Cyber-physical system; Distributed system; Detektering av cyberattacker; Djupinlärning nätverk; Microgrid; Smart växelriktare; Cyberfysiska system; Distribuerade system;

    Abstract : Microgrids are undergoing higher penetrations of renewables and associated power electronics, along with precise and sophisticated control and communication networks. However, such cyber-physical systems might suffer from potential cybersecurity threats and inherent low inertia. READ MORE