Revenue Models for Streaming Applications over Shared Clouds

Rafael Tolosana-Calasanz; José Ángel Bañares; Cong-Duc Pham; Omer F. Rana

Revenue Models for Streaming Applications over Shared Clouds

Rafael Tolosana-Calasanz José Ángel Bañares Cong-Duc Pham ¹ Omer F. Rana ²

1 LIUPPA - Laboratoire Informatique de l'Université de Pau et des Pays de l'Adour

2 School of Computer Sciences & Informatics [Cardiff]

Abstract : When multiple users execute their streaming applications over a shared Cloud infrastructure, the provider typically captures the Quality of Service (QoS) for each application at a Service Level Agreement (SLA). Such an SLA identifies 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: (i) which user streams to accept for storage and analysis; (ii) how many (computational / storage) resources to allocate to each stream in order to improve overall revenue and minimise cost. In this paper, we analyse revenue models for in-transit streaming applications, executed over a shared Cloud infrastructure under the presence of faulty computational resources. We propose an architecture that features a token bucket process envelop to accept user streams; and a control loop to enable resource allocation, while minimising operational cost. \textcopyright 2012 IEEE.

Document type :

Conference papers

Domain :

Computer Science [cs]

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https://hal-univ-pau.archives-ouvertes.fr/hal-01912956
Contributor : Gaelle Chancerel <>
Submitted on : Monday, November 5, 2018 - 5:57:27 PM
Last modification on : Friday, April 26, 2019 - 6:58:02 PM

Revenue Models for Streaming Applications over Shared Clouds

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