In this paper, we evaluate the effects exercised by different incoming workload patterns on cloud autoscaling strategies. More specifically, we focus on workloads characterized by periodic, continuously growing, diurnal and unpredictable arrival patterns. To test these workloads, we simulate a realistic...
Numerous auto-scaling strategies have been proposed in the last few years for improving various Quality of Service (QoS)indicators of cloud applications, e... AV Papadopoulos,A Ali-Eldin,rzén, Karl-Erik,... - 《Acm Transactions on Modeling & Performance Evaluation of Computing Systems》 被引...
Vertical scaling simplifies database management by maintaining a single instance, which reduces the need for complex replication or sharding strategies. However, the benefits of vertical scaling are bound by the physical limits of the server, and as the database continues to grow, organizations may ...
In this section, we delve into the realm of auto-scaling methods in cloud computing, examining both reactive and proactive approaches. These two categories represent different strategies and techniques employed to handle workload fluctuations and maintain desired service levels. The first subsection explo...
Cost Management: Scaling can lead to unexpected and unpredictable cost increases if not managed properly. Therefore, it is important to implementcost optimizationstrategies and choose the appropriate scaling configurations. How Anodot helps: Anodot’s insights can help identify unutilized resources, which ...
Cost-conscious cloud repatriation strategies Dec 20, 20245 mins analysis Does AWS have a complexity problem? Dec 17, 20246 mins analysis Chicago flunks cloud economics Dec 13, 20246 mins analysis 5G never delivered for cloud computing Dec 10, 20245 mins ...
Cloud Performance Modeling with Benchmark Evaluation of Elastic Scaling Strategies In this paper, we present generic cloud performance models for evaluating Iaas, PaaS, SaaS, and mashup or hybrid clouds. We test clouds with real-life benc... Kai,Hwang,Xiaoying,... - 《IEEE Transactions on Para...
Cost-conscious cloud repatriation strategies Dec 20, 2024 5 mins analysis Does AWS have a complexity problem? Dec 17, 2024 6 mins analysis Chicago flunks cloud economics Dec 13, 2024 6 mins analysis 5G never delivered for cloud computing Dec 10, 2024 5 mins analysis Public cloud providers are...
You can also combine both of the strategies if that suits your business. We have distilled down a few parameters below, which will help you easily decide which scaling strategy suits your business the best. 1. Traffic patterns . Based on how the demand fluctuates in your business, there can...
In this sense, autoscaling strategies are intended to provide immediate responses. On the other hand, when the tasks arrive in batches, the number of options to consider increases exponentially, so strategies that search in the space of possible solutions are preferred. An example of this type ...