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Background: Cloud Computing is increasingly booming in industry with many competing providers and services. Accordingly, evaluation of commercial Cloud services is necessary. However, the existing evaluation studies are relatively chaotic.…

分布式、并行与集群计算 · 计算机科学 2017-08-07 Zheng Li , He Zhang , Liam O'Brien , Rainbow Cai , Shayne Flint

Function-as-a-Service is a novel type of cloud service used for creating distributed applications and utilizing computing resources. Application developer supplies source code of cloud functions, which are small applications or application…

分布式、并行与集群计算 · 计算机科学 2019-09-10 Maciej Pawlik , Kamil Figiela , Maciej Malawski

Cloud Computing is a paradigm of both parallel processing and distributed computing. It offers computing facilities as a utility service in pay as par use manner. Virtualization, self service provisioning, elasticity and pay per use are the…

分布式、并行与集群计算 · 计算机科学 2016-12-20 Syed Arshad Ali , Mansaf Alam

Cloud computing today has now been growing as new technologies and new business models. In distributed technology perspective, cloud computing most like client-server services like web-based or web-service but it used virtual resources to…

网络与互联网体系结构 · 计算机科学 2012-05-09 Sinung Suakanto , Suhono H Supangkat , Suhardi , Roberd Saragih

A fundamental Software-as-a-Service (SaaS) characteristic in Cloud Computing is to be application-specific; depending on the application, Cloud Providers (CPs) restrict data formats and attributes allowed into their servers via a data…

网络与互联网体系结构 · 计算机科学 2014-04-11 Guilherme Sperb Machado , Fabio Hecht , Martin Waldburger , Burkhard Stiller

Serverless computing is a widely adopted cloud execution model composed of Function-as-a-Service (FaaS) and Backend-as-a-Service (BaaS) offerings. The increased level of abstraction makes vendor lock-in inherent to serverless computing,…

分布式、并行与集群计算 · 计算机科学 2023-03-29 Haidong Zhao , Zakaria Benomar , Tobias Pfandzelter , Nikolaos Georgantas

Configuration in software systems helps to ensure efficient operation and meet diverse user needs. Yet, some, if not all, configuration options have profound implications for the system's performance. Configuration performance analysis,…

软件工程 · 计算机科学 2025-02-07 Hongyuan Liang , Yue Huang , Tao Chen

We consider robust resource allocation of services in Clouds. More specifically, we consider the case of a large public or private Cloud platform that runs a relatively small set of large and independent services. These services are…

分布式、并行与集群计算 · 计算机科学 2013-10-22 Olivier Beaumont , Lionel Eyraud-Dubois , Paul Renaud-Goud

The Infrastructure-as-a-Service (IaaS) model of cloud computing is a promising approach towards building elastically scaling systems. Unfortunately, building such applications today is a complex, repetitive and error-prone endeavor, as IaaS…

软件工程 · 计算机科学 2014-11-11 Rostyslav Zabolotnyi , Philipp Leitner , Waldemar Hummer , Schahram Dustdar

Cloud computing is the backbone of the digital society. Digital banking, media, communication, gaming, and many others depend on cloud services. Unfortunately, cloud services may fail, leading to damaged services, unhappy users, and perhaps…

分布式、并行与集群计算 · 计算机科学 2023-04-27 Mehmet Berk Cetin , Sacheendra Talluri , Alexandru Iosup

Bid-centric service descriptions have the potential to offer a new cloud service provisioning model that promotes portability, diversity of choice and differentiation between providers. A bid matching model based on requirements and…

分布式、并行与集群计算 · 计算机科学 2013-12-18 Philip Healy , Stefan Meyer , John Morrison , Theo Lynn , Ashkan Paya , Dan C. Marinescu

This case study illustrates the potential benefits and risks associated with the migration of an IT system in the oil & gas industry from an in-house data center to Amazon EC2 from a broad variety of stakeholder perspectives across the…

分布式、并行与集群计算 · 计算机科学 2016-11-18 Ali Khajeh-Hosseini , David Greenwood , Ian Sommerville

The dynamic nature of resource allocation and runtime conditions on Cloud can result in high variability in a job's runtime across multiple iterations, leading to a poor experience. Identifying the sources of such variation and being able…

分布式、并行与集群计算 · 计算机科学 2023-04-10 Yiwen Zhu , Rathijit Sen , Robert Horton , John Mark , Agosta

Anomaly detection systems aim to detect and report attacks or unexpected behavior in networked systems. Previous work has shown that anomalies have an impact on system performance, and that performance signatures can be effectively used for…

Revenue generation is the main concern of any business, particularly in the cloud, where there is no direct interaction between the provider and the consumer. Cloud computing is an emerging core for today's businesses, however, Its…

分布式、并行与集群计算 · 计算机科学 2020-04-27 Afzal Badshah , Anwar Ghani , Ali Daud , Anthony Theodore Chronopoulos , Ateeqa Jalal

Many vendors are offering computing services on subscription basis via Infrastructure-as-a-Service (IaaS) model. Users can acquire resources from different providers and get the best of each of them to run their applications. However,…

分布式、并行与集群计算 · 计算机科学 2015-12-01 Rajkumar Buyya , Diana Barreto

Function as a Service (FaaS) has been gaining popularity as a way to deploy computations to serverless backends in the cloud. This paradigm shifts the complexity of allocating and provisioning resources to the cloud provider, which has to…

In this article, we provide a cloud-security checklist for IaaS cloud deployments. The elements of the checklist are established by surveying the related literature on cloud-threat models and various security recommendations. We define the…

密码学与安全 · 计算机科学 2016-09-01 M. Héder , F. Bisztray , Gy. Lakatos , G. Malasits , P. Ormos , E. Prunk-Éger , J. Rigó , Sz. Tenczer , E. Rigó

Cloud monitoring activity involves dynamically tracking the Quality of Service (QoS) parameters related to virtualized resources (e.g., VM, storage, network, appliances, etc.), the physical resources they share, the applications running on…

分布式、并行与集群计算 · 计算机科学 2013-12-24 Khalid Alhamazani , Rajiv Ranjan , Karan Mitra , Fethi Rabhi , Samee Ullah Khan , Adnene Guabtni , Vasudha Bhatnagar

Cloud-native applications have significantly advanced the development and scalability of online services through the use of microservices and modular architectures. However, achieving adaptability, resilience, and efficient performance…

分布式、并行与集群计算 · 计算机科学 2025-09-30 Apostolos Angelis , George Kousiouris