Essays about: "distributed computing"

Showing result 6 - 10 of 216 essays containing the words distributed computing.

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

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

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

    Abstract : 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. READ MORE

  3. 7. Security Management in Cloud Computing for healthcare Data

    University essay from Luleå tekniska universitet

    Author : Malik Asad; [2023]
    Keywords : ;

    Abstract : "In today's research field interconnected world, preventing security issues and confidentiality breaches has become paramount to safeguarding sensitive information, and organizations must take proactive measures to ensure data security. Cloud computing enhances security management by reducing the likelihood of cyber-attacks. READ MORE

  4. 8. Confidential Federated Learning with Homomorphic Encryption

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

    Author : Zekun Wang; [2023]
    Keywords : Cloud Technology; Confidential Computing; Federated Learning; Homomorphic Encryption; Trusted Execution Environment; Molnteknik; Konfidentiell databehandling; Federerad inlärning; Homomorfisk kryptering; Betrodd körningsmiljö;

    Abstract : Federated Learning (FL), one variant of Machine Learning (ML) technology, has emerged as a prevalent method for multiple parties to collaboratively train ML models in a distributed manner with the help of a central server normally supplied by a Cloud Service Provider (CSP). Nevertheless, many existing vulnerabilities pose a threat to the advantages of FL and cause potential risks to data security and privacy, such as data leakage, misuse of the central server, or the threat of eavesdroppers illicitly seeking sensitive information. READ MORE

  5. 9. Computation Offloading for Real-Time Applications : Server Time Reservation for Periodic Tasks

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

    Author : Lizzy Tengana Hurtado; [2023]
    Keywords : Computation Offloading; Real-Time Applications; Resource Reservation; Beräkningsavlastning; realtidsapplikationer; resursreservation;

    Abstract : Edge computing is a distributed computing paradigm where computing resources are located physically closer to the data source compared to the traditional cloud computing paradigm. Edge computing enables computation offloading from resource-constrained devices to more powerful servers in the edge and cloud. READ MORE

  6. 10. Queryable Workflows: Extending Dataflow Streaming with Dynamic Request/Reply Communication

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

    Author : Chengyang Huang; [2023]
    Keywords : Stream Processing; Observability; SQL Query Engine; Stateful Serverless; Searbetning av Strömmar; Observabilitet; SQL-förfrågningsmotor; Stateful Serverless;

    Abstract : Stream processing systems have been widely adopted in applications such as recommendation systems, anomaly detection, and system monitoring due to their real-time capabilities. Improving observability in stream processing systems can further expand their application scenarios, including the implementation of stateful serverless applications. READ MORE