Conference paper Open Access

Large distributed virtual infrastructure partitioning and provisioning across providers

Zhou, Huan; Shi, Zeshun; Hu, Yang; Donkers, Pieter; Afanasyev, Andrey; Koulouzis, Spiros; Taal, Arie; Ulisses, Alexandre; Zhao, Zhiming


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    <subfield code="a">&lt;p&gt;Cloud environments provide elastic capacity and&lt;/p&gt;

&lt;p&gt;flexible pay-as-you-go business model, and can significantly&lt;/p&gt;

&lt;p&gt;reduce the operational cost for resource-intensive applications&lt;/p&gt;

&lt;p&gt;like big data, deep learning and the Internet of Things (IoT).&lt;/p&gt;

&lt;p&gt;The virtual infrastructure, including networked virtual machines,&lt;/p&gt;

&lt;p&gt;for large scale applications, is often distributed, and involve&lt;/p&gt;

&lt;p&gt;resources not only from data centers, but also distributed Fog&lt;/p&gt;

&lt;p&gt;and Edge nodes. It is not always feasible to use resources all&lt;/p&gt;

&lt;p&gt;from a single provider. The provisioning of a complex virtual&lt;/p&gt;

&lt;p&gt;infrastructure requires dynamic partitioning of the topology&lt;/p&gt;

&lt;p&gt;and seamless configuration of the network, to meet the latency&lt;/p&gt;

&lt;p&gt;constraints of geolocation devices, to optimize the price and&lt;/p&gt;

&lt;p&gt;Service Level Agreements of the application. In many cases,&lt;/p&gt;

&lt;p&gt;the partition solution of a virtual infrastructure cannot be done&lt;/p&gt;

&lt;p&gt;in the design phase and has to consider the actual resource&lt;/p&gt;

&lt;p&gt;availability of providers at the provisioning stage. This paper&lt;/p&gt;

&lt;p&gt;presents a virtual infrastructure partitioning and provisioning&lt;/p&gt;

&lt;p&gt;solution with consideration of the QoS and resource constraints&lt;/p&gt;

&lt;p&gt;from the application.&lt;/p&gt;</subfield>
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