Now showing items 1-5 of 5
Scalable Stochastic Models for Cloud Services
Cloud computing appears to be a paradigm shift in service oriented computing. Massively scalable Cloud architectures are spawned by new business and social applications as well as Internet driven economics. Besides being ...
Workload Management for Data-Intensive Services
Data-intensive web services are typically composed of three tiers: i) a display tier that interacts with users and serves rich content to them, ii) a storage tier that stores the user-generated or machine-generated data ...
Nonlinear Prediction in Credit Forecasting and Cloud Computing Deployment Optimization
This thesis presents data analysis and methodology for two prediction problems. The first problem is forecasting midlife credit ratings from personality information collected during early adulthood. The second problem is ...
Stochastic Modeling of Modern Storage Systems
Storage systems play a vital part in modern IT systems. As the volume of data grows explosively and greater requirement on storage performance and reliability is put forward, effective and efficient design and operation ...
Restructuring Wireless Systems using PHY Layer Information
Wireless and mobile systems play an increasingly important role in our lives. Fueled by an array of innovative services and applications, mobile data traffic is surging rapidly. Traditionally, wireless traffic growth is ...