Essays about: "distributed memory system"

Showing result 11 - 15 of 91 essays containing the words distributed memory system.

  1. 11. Sequential Anomaly Detection for Log Data Using Deep Learning

    University essay from Göteborgs universitet/Institutionen för matematiska vetenskaper

    Author : Lina Hammargren; Wei Wu; [2021-06-14]
    Keywords : anomaly detection; recurrent neural network; long short-term memory; semi-supervised learning; seq2seq; transformer; unsupervised learning; log analysis;

    Abstract : Abstract Software development with continuous integration changes needs frequent testing for assessment. Analyzing the test output manually is time-consuming and automating this process could be beneficial to an organization. READ MORE

  3. 12. Investigation of high performance configurations on the Evolved Packet Gateway

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Georgios Chatziadam; Tsigabu Mebrahtu Birhanu; [2021-04-21]
    Keywords : NUMA; EPG; Computer Science; Engineering; Project; Thesis;

    Abstract : Modern servers today are based on multi-socket motherboards to increase their power and performance figures. These setups provide CPU interconnection through a high speed bus. If processes on one CPU need access to memory or devices local to another CPU, they need to traverse this bus and this adds a delay to the execution time. READ MORE

  4. 13. Reducing Serialization in Distributed Systems using Mergeable Serialized Replicated Data Types

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

    Author : Jenny Norelius; [2021]
    Keywords : ;

    Abstract : Distributed computing is integral to today’s computing infrastructure. In some cases where high availability is important Conflict-free Replicated Data Types (CRDTs) are used to gain Strong Eventual Consistency between multiple nodes in a network. READ MORE

  5. 14. Machine Learning with Reconfigurable Privacy on Resource-Limited Edge Computing Devices

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

    Author : Zannatun Nayem Tania; [2021]
    Keywords : Data Privacy; Resource Management; Machine Learning; Fitbit; Internet of Things IoT ; Optimization; Dataintegritet; Resurshantering; Machine Learning; Fitbit; Internet of Things IoT ; Optimering;

    Abstract : Distributed computing allows effective data storage, processing and retrieval but it poses security and privacy issues. Sensors are the cornerstone of the IoT-based pipelines, since they constantly capture data until it can be analyzed at the central cloud resources. However, these sensor nodes are often constrained by limited resources. READ MORE

  6. 15. Tail Based Sampling Framework for Distributed Tracing Using Stream Processing

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

    Author : G Kibria Shuvo; [2021]
    Keywords : Distributed Tracing; Microservices; Observability; Monitoring; Distribuerad spårning; mikrotjänster; observerbarhet; övervakning;

    Abstract : In recent years, microservice architecture has surpassed monolithic architecture in popularity among developers by providing a flexible way of developing complex distributed applications. Whereas a monolithic application functions as a single indivisible unit, a microservices-based application comprises a collection of loosely coupled services that communicate with each other to fulfill the requirements of the application. READ MORE