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In recent years, extensive research has been conducted in the area of Service Level Agreement (SLA) for utility computing systems. An SLA is a formal contract used to guarantee that consumers' service quality expectation can be achieved. In…

Distributed, Parallel, and Cluster Computing · Computer Science 2010-10-15 Linlin Wu , Rajkumar Buyya

Service level agreement (SLA) is an essential part of cloud systems to ensure maximum availability of services for customers. With a violation of SLA, the provider has to pay penalties. In this paper, we explore two machine learning models:…

Distributed, Parallel, and Cluster Computing · Computer Science 2016-12-01 Reyhane Askari Hemmat , Abdelhakim Hafid

A Service Level Agreement (SLA) is a formal contract between a service provider and a consumer, representing a crucial instrument to define, manage, and maintain relationships between these two parties. The SLA's ability to define the…

Distributed, Parallel, and Cluster Computing · Computer Science 2026-03-31 Serena Nicolazzo , Antonino Nocera , Witold Pedrycz

Within cloud-based internet of things (IoT) applications, typically cloud providers employ Service Level Agreements (SLAs) to ensure the quality of their provisioned services. Similar to any other contractual method, an SLA is not immune to…

Distributed, Parallel, and Cluster Computing · Computer Science 2020-06-30 A. Alzubaidi , K. Mitra , P. Patel , E. Solaiman

In this paper, we examine the problem of a single provider offering multiple types of service level agreements, and the implications thereof. In doing so, we propose a simple model for machine-readable service level agreements (SLAs) and…

Software Engineering · Computer Science 2014-07-29 Christopher C. Lamb , Gregory L. Heileman

SLA (Service level agreement) is defined by an organization to fulfil its client requirements, the time within which the deliverables should be turned over to the clients. Tracking of SLA can be done manually by checking the status,…

Other Computer Science · Computer Science 2014-07-04 Anuradha Rana , Pratima Sharma

Information and Communication Technology (ICT) is being provided to the variety of end-users demands, thereby providing a better and improved management of services is crucial. Therefore, Service Level Agreements (SLAs) are essential and…

Networking and Internet Architecture · Computer Science 2023-09-15 Ayyoub Akbari-Moghanjoughi , José Roberto de Almeida Amazonas , Germán Santos-Boada , Josep Solé-Pareta

Service level agreements (SLAs) in data center colocation contracts define precise thresholds for power, temperature, and humidity, with tiered violation penalties expressed as credits against monthly recurring charges. Traditional reactive…

Machine Learning · Computer Science 2026-05-08 Omanshu Thapliyal

Detecting faults and SLA violations in a timely manner is critical for telecom providers, in order to avoid loss in business, revenue and reputation. At the same time predicting SLA violations for user services in telecom environments is…

Networking and Internet Architecture · Computer Science 2015-09-07 Jawwad Ahmed , Andreas Johnsson , Rerngvit Yanggratoke , John Ardelius , Christofer Flinta , Rolf Stadler

An Infrastructure as a Service (IaaS) cloud provider is committed to each tenant by a service level agreement (SLA) which indicates the terms of commitment, e.g. the level of availability of the IaaS cloud service.The different resources…

Distributed, Parallel, and Cluster Computing · Computer Science 2021-03-25 Mina Nabi , Ferhat Khendek , Maria Toeroe

The Internet of Things (IoT) promises to help solve a wide range of issues that relate to our wellbeing within application domains that include smart cities, healthcare monitoring, and environmental monitoring. IoT is bringing new wireless…

Distributed, Parallel, and Cluster Computing · Computer Science 2018-10-16 Awatif Alqahtani , Yinhao Li , Pankesh Patel , Ellis Solaiman , Rajiv Ranjan

With the growing demand for network connectivity and diversity of network applications, one primary challenge that network service providers are facing is managing the commitments for Service Level Agreements~(SLAs). Service providers…

Networking and Internet Architecture · Computer Science 2022-04-11 Tooba Faisal , Jose Antonio Ordonez Lucena , Diego R. Lopez , Chonggang Wang , Mischa Dohler

With the establishment of cloud computing as the environment of choice for most modern applications, auto-scaling is an economic matter of great importance. For applications like stream computing that process ever changing amounts of data,…

Distributed, Parallel, and Cluster Computing · Computer Science 2015-06-18 Andre Abrantes D. P. Souza , Marco A. S. Netto

Cloud computing is an emerging platform of service computing designed for swift and dynamic delivery of assured computing resources. Cloud computing provide Service-Level Agreements (SLAs) for guaranteed uptime availability for enabling…

Software Engineering · Computer Science 2010-04-13 T. Vengattaraman , P. Dhavachelvan , R. Baskaran

Cloud computing has been consolidated as a support for the vast majority of current and emerging technologies. However, there are some barriers that prevent the exploitation of the full potential of this technology. First, the major cloud…

Distributed, Parallel, and Cluster Computing · Computer Science 2025-10-27 Víctor Rampérez , Javier Soriano , David Lizcano , Shadi Aljawarneh , Juan A. Lara

Critical networked services enable significant revenue for network operators and, in turn, are regulated by Service Level Agreements (SLAs). In order to ensure SLAs are being met, service levels need to be monitored. One technique for this…

Networking and Internet Architecture · Computer Science 2021-05-19 Jéferson C. Nobre , Lisandro Z. Granville , Alberto G. Prieto , Alexander Clemm

A Service Level Agreement (SLA) is a commitment between a client and provider that assures the quality of service (QoS) a client can expect to receive when purchasing a service. However, evidence of SLA violations in Internet of Things…

Distributed, Parallel, and Cluster Computing · Computer Science 2024-08-28 Adam Booth , Awatif Alqahtani , Ellis Solaiman

IT services provisioning is usually underpinned by service level agreements (SLAs), aimed at guaranteeing services quality. However, there is a gap between the customer perspective (business oriented) and that of the service provider…

Software Engineering · Computer Science 2011-10-03 Anacleto Correia , Fernando Brito e Abreu , Vasco Amaral

Service Level Agreement (SLA) monitoring in service-oriented environments suffers from inherent trust conflicts when providers self-report metrics, creating incentives to underreport violations. We introduce a framework for generating…

Cryptography and Security · Computer Science 2026-02-12 Fernando Castillo , Eduardo Brito , Sebastian Werner , Pille Pullonen-Raudvere , Jonathan Heiss

Cloud computing offers on-demand resource access, regulated by Service-Level Agreements (SLAs) between consumers and Cloud Service Providers (CSPs). SLA violations can impact efficiency and CSP profitability. In this work, we propose an…

Machine Learning · Computer Science 2025-07-30 Siana Rizwan , Tasnim Ahmed , Salimur Choudhury
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