Essays about: "Kubernetes"

Showing result 1 - 5 of 53 essays containing the word Kubernetes.

  1. 1. Application failure predictions from neural networks analyzing telemetry data

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Max Rylander; Filip Hultgren; [2021]
    Keywords : ;

    Abstract : ith the revolution of the internet, new applications have emerged in our daily life. People are dependent on services for transportation, bank matters, and communication. Services availability is crucial for their survival and competition against other service providers. Achieving good availability is a challenging task. READ MORE

  2. 2. Sharing local files with Kubernetes clusters

    University essay from Lunds universitet/Institutionen för datavetenskap

    Author : Martin Jakobsson; Johan Henriksson; [2021]
    Keywords : file system; fuse; kubernetes; docker; notebook; container; cowait; Technology and Engineering;

    Abstract : Data science development largely revolves around working in notebooks, and these usually run in a cluster environment. These cloud notebooks do however come with limitations. Support for tools like version control, testing, refactoring and linting is limited, which negatively impacts developer experience and software quality. READ MORE

  3. 3. Predictive vertical CPU autoscaling in Kubernetes based on time-series forecasting with Holt-Winters exponential smoothing and long short-term memory

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

    Author : Thomas Wang; [2021]
    Keywords : Kubernetes; Docker; Container; Cloud Native; Cloud Computing; Resource Provisioning; Autoscaling; Predictive scaling; CPU Usage; Seasonality; Exponential Smoothing; Long short-term memory; Time-series Analysis; Kubernetes; Docker; Container; Cloud Native; Cloud Computing; Resursförsörjning; Autoskalning; prediktiv skalning; CPU Användning; Säsongsmässighet; Exponentiell utjämning; långt korttidsminne; tidsserieanalys;

    Abstract : Private and public clouds require users to specify requests for resources such as CPU and memory (RAM) to be provisioned for their applications. The values of these requests do not necessarily relate to the application’s run-time requirements, but only help the cloud infrastructure resource manager to map requested virtual resources to physical resources. READ MORE

  4. 4. Enhance Inter-service Communication in Supersonic K-Native REST-based Java Microservice Architectures

    University essay from Högskolan Kristianstad/Fakulteten för naturvetenskap

    Author : Vincenzo Buono; Petar Petrovic; [2021]
    Keywords : Enhance Interservice Communication; Protocol Buffers; Data Interchange Formats; Quarkus; Kubernetes;

    Abstract : The accelerating progress in network speeds and computing power permitted the architectural design paradigm to shift from monolithic applications to microservices. The industry moved from single-core and multi-threads, code-heavy applications, running on giant machines 24/7 to smaller machines, multi-cores single threads where computing power and memory consumption are managed very critically. READ MORE

  5. 5. Observability of Cloud Native Systems: : An industrial case study of system comprehension with Prometheus & knowledge transfer

    University essay from Blekinge Tekniska Högskola/Institutionen för industriell ekonomi

    Author : Anton Widerberg; Erik Johansson; [2021]
    Keywords : Kubernetes; Microservice Architecture; System Comprehension; Observability; Knowledge Management; Knowledge Transfer.; Kubernetes; Microservice Arkitektur; Systemförståelse; Observerbarhet; Kunskapshantering; Kunskapsdelnin;

    Abstract : Background:                                                                                                            Acquiring comprehension and observability of software systems is a vital and necessary activity for testing and maintenance; however, these tasks are time-consuming for engineers. Concurrently cloud computing requires microservices to enhance the utilization of cloudnative deployment, which simultaneously introduces a high degree of complexity. READ MORE