Sökning: "Auto-Scaling Recommendations"

Hittade 2 uppsatser innehållade orden Auto-Scaling Recommendations.

1. 1. Comparison of Recommendation Systems for Auto-scaling in the Cloud Environment

   Master-uppsats, Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Författare :Sai Nikhil Boyapati; [2023]
   Nyckelord :Auto-Scaling; Auto-Scaling Recommendations; Cloud Environment; K-Nearest Neighbors; Machine Learning; Recommendation Systems; Random Forests; Support Vector Machines;

   Sammanfattning : Background: Cloud computing’s rapid growth has highlighted the need for efficientresource allocation. While cloud platforms offer scalability and cost-effectiveness for a variety of applications, managing resources to match dynamic workloads remains a challenge. LÄS MER

3. 2. Dynamic scaling of a web-based application in a Cloud Architecture

   Master-uppsats, KTH/Radio Systems Laboratory (RS Lab)

   Författare :Md. Iqbal Hossain; Md. Iqbal Hossain; [2014]
   Nyckelord :cloud computing; internet; application scalability; internet traffic; performance; Cloud computing; molntjänster; Internet; skalbarhet för applikationer; internettrafik; prestanda;

   Sammanfattning : With the constant growth of internet applications, such as social networks, online media, various online communities, and mobile applications, website user traffic has grown, is very dynamic, and is oftentimes unpredictable. These unpredictable natures of the traffic have led to many new and unique challenges which must be addressed by solution architects, application developers, and technology researchers. LÄS MER