Essays about: "Cloud-native"

Showing result 21 - 25 of 54 essays containing the word Cloud-native.

1. 21. Comparing Cloud Orchestrated Container Platforms : Under the lenses of Performance, Cost, Ease-of-Use, and Reliability

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Thameez Ahmad Bodhanya; [2022]
   Keywords : ;

   Abstract : Recent years has seen mass adoption of the Containerization computing paradigm. In parallel, a mass adoption of the Cloud Computing paradigm has occurred. READ MORE

3. 22. Evaluation of MLOps Tools for Kubernetes : A Rudimentary Comparison Between Open Source Kubeflow, Pachyderm and Polyaxon

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Anders Köhler; [2022]
   Keywords : MLOps; machine learning; Kubernetes; cloud computing; cloud native; Kubernetes native; MLOps; maskininlärning; Kubernetes; molnberäkning; cloud native; Kubernetes native;

   Abstract : MLOps and Kubernetes are two major components of the modern-day information technology landscape, and their impact on the field is likely to grow even stronger in the near future. As a multitude of tools have been developed for the purpose of facilitating effortless creation of cloud native MLOps solutions, many of them have been designed, to varying degrees, to integrate with the Kubernetes system. READ MORE

4. 23. 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

5. 24. 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

6. 25. A Cloud-based Business Process Automation Platform for Customer Interaction : Research, development, integration, deployment and test of a Business Process Automation platform to manage company customer relations through the cloud.

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

   Author : Nicola Fiorello; [2021]
   Keywords : Business process management; Cloud deployment; Smart customer interaction.; Distribuzione su cloud; Gestione di processi aziendali; Interazione intelligente con i clienti.; Affärsprocesshantering; molndistribution; smart kundinteraktion.;

   Abstract : Customer relationship management is a crucial point of many businesses, and is often characterized by repetitive and monotonous actions carried out by operators. The evolution of technology, in this regard, is leading to a highly multi-channel scenario, where the entire history of interactions between the company and the customer is fragmented across different services and communication tools. READ MORE