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Cloud providers have recently introduced new offerings whereby spare computing resources are accessible at discounts compared to on-demand computing. Exploiting such opportunity is challenging inasmuch as such resources are accessed with…

信息论 · 计算机科学 2019-05-28 Yaoqing Yang , Matteo Interlandi , Pulkit Grover , Soummya Kar , Saeed Amizadeh , Markus Weimer

Coded elastic computing, introduced by Yang et al. in 2018, is a technique designed to mitigate the impact of elasticity in cloud computing systems, where machines can be preempted or be added during computing rounds. This approach utilizes…

信息论 · 计算机科学 2025-02-03 Xi Zhong , Samuel Lu , Joerg Kliewer , Mingyue Ji

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

Elasticity is a form of self-adaptivity in cloud-based software systems that is typically restricted to the infrastructure layer and realized through auto-scaling. However, both reactive and proactive forms of infrastructure auto-scaling…

分布式、并行与集群计算 · 计算机科学 2020-10-16 Mohan Baruwal Chhetri , Abdur Rahim Mohammad Forkan , Anton V. Uzunov , Surya Nepal

The excessive amounts of data generated by devices and Internet-based sources at a regular basis constitute, big data. This data can be processed and analyzed to develop useful applications for specific domains. Several mathematical and…

分布式、并行与集群计算 · 计算机科学 2017-12-15 Samiya Khan , Kashish Ara Shakil , Mansaf Alam

Major cloud providers such as Microsoft, Google, Facebook and Amazon rely heavily on datacenters to support the ever-increasing demand for their computational and application services. However, the financial and carbon footprint related…

分布式、并行与集群计算 · 计算机科学 2018-05-07 Rajkumar Buyya , Sukhpal Singh Gill

The potential of Edge Computing technologies is yet to be exploited for multi-domain, multi-party data-driven systems. One aspect that needs to be tackled for the realization of envisioned open edge Ecosystems, is the secure and trusted…

网络与互联网体系结构 · 计算机科学 2023-04-13 Ioannis Kalogeropoulos , Maria Eleftheria Vlontzou , Nikos Psaromanolakis , Eleni Zarogianni , Vasileios Theodorou

Cloud computing provides a great opportunity for scientists, as it enables large-scale experiments that cannot are too long to run on local desktop machines. Cloud-based computations can be highly parallel, long running and data-intensive,…

软件工程 · 计算机科学 2016-12-07 Maria Spichkova , Heinz W. Schmidt , Ian E. Thomas , Iman I. Yusuf , Steve Androulakis , Grischa R. Meyer

Using cloud Database as a Service (DBaaS) offerings instead of on-premise deployments is increasingly common. Key advantages include improved availability and scalability at a lower cost than on-premise alternatives. In this paper, we…

数据库 · 计算机科学 2024-12-05 Alex Depoutovitch , Chong Chen , Jin Chen , Paul Larson , Shu Lin , Jack Ng , Wenlin Cui , Qiang Liu , Wei Huang , Yong Xiao , Yongjun He

Cloud computing is an established technology allowing users to share resources on a large scale, never before seen in IT history. A cloud system connects multiple individual servers in order to process related tasks in several environments…

分布式、并行与集群计算 · 计算机科学 2025-09-30 Leszek Sliwko

This paper explores the architecture of Software as a Service (SaaS) platforms, emphasizing scalability and maintainability. SaaS, a flexible software distribution model suitable for individuals and organizations, has become prevalent with…

软件工程 · 计算机科学 2024-03-11 Ardy Dedase

Elasticity is fundamental to cloud computing, as it enables quickly allocating resources to match the demand of each workload as it arrives, rather than pre-provisioning resources to meet performance objectives. However, even serverless…

分布式、并行与集群计算 · 计算机科学 2025-10-28 Tom Kuchler , Pinghe Li , Yazhuo Zhang , Lazar Cvetković , Boris Goranov , Tobias Stocker , Leon Thomm , Simone Kalbermatter , Tim Notter , Andrea Lattuada , Ana Klimovic

This paper addresses the challenges of rapid resource variation and highly uncertain task loads in cloud computing environments. It proposes an optimization method for elastic cloud resource scaling based on a multi-agent system. The method…

分布式、并行与集群计算 · 计算机科学 2025-07-02 Bruce Fang , Danyi Gao

Cloud computing has established itself as the support for the vast majority of emerging technologies, mainly due to the characteristic of elasticity it offers. Auto-scalers are the systems that enable this elasticity by acquiring and…

分布式、并行与集群计算 · 计算机科学 2025-10-24 Víctor Rampérez , Javier Soriano , David Lizcano , Juan A. Lara

Physical interaction with textiles, such as assistive dressing, relies on advanced dextreous capabilities. The underlying complexity in textile behavior when being pulled and stretched, is due to both the yarn material properties and the…

We consider how underused computing resources within an enterprise may be harnessed to improve utilization and create an elastic computing infrastructure. Most current cloud provision involves a data center model, in which clusters of…

分布式、并行与集群计算 · 计算机科学 2016-09-08 Graham Kirby , Alan Dearle , Angus Macdonald , Alvaro Fernandes

Multimedia conferencing is used extensively in a wide range of applications, such as online games and distance learning. These applications need to efficiently scale the conference size as the number of participants fluctuates. Cloud is a…

Cloud computing is offering utility-oriented IT services to users worldwide. Based on a pay-as-you-go model, it enables hosting of pervasive applications from consumer, scientific, and business domains. However, data centers hosting Cloud…

分布式、并行与集群计算 · 计算机科学 2010-06-03 Rajkumar Buyya , Anton Beloglazov , Jemal Abawajy

Serverless computing, in particular the Function-as-a-Service (FaaS) execution model, has recently shown to be effective for running large-scale computations. However, little attention has been paid to highly-parallel applications with…

分布式、并行与集群计算 · 计算机科学 2022-07-01 Gerard Finol , Gerard París , Pedro García-López , Marc Sánchez-Artigas

Considering the market's competitiveness and the complexity of organizations and projects, analyzing data is crucial to decision support on software development and project management processes. These practices are essential to increase…

信息检索 · 计算机科学 2022-11-28 Andre Nobre Barrocas , Alberto Rodrigues da Silva , Joao Paulo Saraiva