Sökning: "Dataflow analysis"

Visar resultat 1 - 5 av 14 uppsatser innehållade orden Dataflow analysis.

  1. 1. Investigating programming language support for fault-tolerance

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Ismail Demirkoparan; [2023]
    Nyckelord :Dataflow; Fault tolerance; Data streaming; Distributed systems; Checkpointing; Logging; Lineage; Lineage stash; Arc-Lang; Apache Flink;

    Sammanfattning : Dataflow systems have become the norm for developing data-intensive computing applications. These systems provide transparent scalability and fault tolerance. For fault tolerance, many dataflow-system adopt a snapshotting approach which persists the state of an operator once it has received a snapshot marker on all its input channels. LÄS MER

  3. 2. Automatic Generation of Real-Time Machine Learning Architectures

    Uppsats för yrkesexamina på avancerad nivå, Högskolan i Halmstad/Akademin för informationsteknologi

    Författare :Catharina Frindt Faundez; Sivan Dawood; [2021]
    Nyckelord :;

    Sammanfattning : An era is rising where more embedded systems are being moved to the edge. Everything from automated vehicles to smartphones with more complex machine learning architectures needs to be provided. Hence, the requirements of contributing with efficiency emerge more. LÄS MER

  4. 3. Development of Stockham Fast Fourier Transform using Data-Centric Parallel Programming

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Gabriel Bengtsson; [2020]
    Nyckelord :;

    Sammanfattning : Writing efficient scientific applications for modern High Performance Computing (HPC) systems has become much harder during the last years due to the rise of heterogeneous computer architectures. The inclusion of hardware accelerators has caused an increase in the number of required technologies to reach high performance, a change that has programming these systems outside the skill-set of a domain scientist. LÄS MER

  5. 4. Hardware Utilisation Techniques for Data Stream Processing

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Max Meldrum; [2019]
    Nyckelord :Data Analytics; Data Stream Processing; Distributed Systems;

    Sammanfattning : Recent years have seen an increase in use of the stream processing architecture to compose continuous analytics applications. This thesis presents the design of a Rust-based stream processor that adopts two separate techniques to tackle existing weaknesses in modern production-grade stream processors. LÄS MER

  7. 5. Sort Merge Buckets: Optimizing Repeated Skewed Joins in Dataflow

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Andrea Nardelli; [2019]
    Nyckelord :;

    Sammanfattning : The amount of data being generated and consumed by today’s systems and applications is staggering and increasing at a vertiginous rate. Many businesses and entities rely on the analysis and the insights gained from this data to deliver their service. LÄS MER