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- research-articleJanuary 2016
User-Centric Adaptation Analysis of Multi-Tenant Services
ACM Transactions on Autonomous and Adaptive Systems (TAAS), Volume 10, Issue 4Article No.: 24, Pages 1–26https://doi.org/10.1145/2790303Multi-tenancy is a key pillar of cloud services. It allows different users to share computing and virtual resources transparently, meanwhile guaranteeing substantial cost savings. Due to the tradeoff between scalability and customization, one of the ...
- research-articleJanuary 2016
A Bayesian approach to performance modelling for multi-tenant applications using Gaussian models
International Journal of High Performance Computing and Networking (IJHPCN), Volume 9, Issue 1-2Pages 150–159https://doi.org/10.1504/ijhpcn.2016.074667Accurately predicting response times of service queries is necessary for deployments optimisation in the multi-tenant applications system. This task is particularly challenging owing to the fact that the mixes of tenants with different business scale and ...
- research-articleJanuary 2016
Probabilistic-based workload forecasting and service redeployment for multi-tenant services
International Journal of High Performance Computing and Networking (IJHPCN), Volume 9, Issue 1-2Pages 134–149https://doi.org/10.1504/ijhpcn.2016.074666This paper presents a two-stage service migration decision method which combines business workload forecasting with real-time load sensing, and thus adds business forecasting to previous load balancing approaches that rely solely upon real-time load ...