Abstract
The social web and huge growth of mobile smart devices dramatically increases the performance requirements for web services. State-of-the-art Web Application Frameworks (WAFs) do not offer complete scaling concepts with automatic resource-provisioning, elastic caching or guaranteed maximum response times. These functionalities, however, are supported by cloud computing and needed to scale an application to its demands. Components like proxies, load-balancers, distributed caches, queuing and messaging systems have been around for a long time and in each field relevant research exists. Nevertheless, to create a scalable web service it is seldom enough to deploy only one component. In this work we propose to combine those complementary components to a predictable, composed system. The proposed solution introduces a novel class of web frameworks called Web Scaling Frameworks (WSFs) that take over the scaling. The proposed mathematical model allows a universally applicable prediction of performance in the single-machine- and multi-machine scope. A prototypical implementation is created to empirically validate the mathematical model and demonstrates both the feasibility and increase of performance of a WSF. The results show that the application of a WSF can triple the requests handling capability of a single machine and additionally reduce the number of total machines by 44%.
Original language | English |
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Title of host publication | IEEE International Conference on Communications (ICC), 2014 |
Publisher | IEEE |
Pages | 1760-1766 |
Number of pages | 7 |
ISBN (Print) | 9781479920037 |
DOIs | |
Publication status | Published - 2014 |
Keywords
- Web services
- cache storage
- cloud computing
- WSFs
- Web application frameworks
- Web scaling frameworks
- automatic resource-provisioning
- cloud environments
- distributed caches
- elastic caching
- guaranteed maximum response times
- load-balancers
- mathematical model
- messaging systems
- mobile smart devices
- proxies
- queuing
- scalable Web services
- social Web
- Concurrent computing
- Delays
- Multimedia communication
- Radio frequency