Revenue-Based Resource Management on Shared Clouds for Heterogenous Bursty Data Streams

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Provided by: Cardiff University
Topic: Cloud
Format: PDF
When data from multiple sources (sensors) are processed over a shared distributed computing infrastructure, it is necessary to often provide some Quality of Service (QoS) guarantees to each data stream. Service Level Agreements (SLAs) identify the cost that a user must pay to achieve the required QoS, and a penalty that must be paid to the user in case the QoS cannot be met. Assuming the maximisation of the revenue as the provider's objective, then it must decide which streams to accept for storage and analysis; and how many (computational/storage) resources to allocate to each stream in order to improve overall revenue.
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