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Elasticity in the cloud is often achieved by on-demand autoscaling. In such context, the goal is to optimize the Quality of Service (QoS) and cost objectives for the cloud-based services. However, the difficulty lies in the facts that these…

分布式、并行与集群计算 · 计算机科学 2016-08-23 Tao Chen , Rami Bahsoon

Cloud providers have introduced pricing models to incentivize long-term commitments of compute capacity. These long-term commitments allow the cloud providers to get guaranteed revenue for their investments in data centers and computing…

分布式、并行与集群计算 · 计算机科学 2025-05-01 Murray Stokely , Neel Nadgir , Jack Peele , Orestis Kostakis

Elastic autoscaling is the fundamental mechanism that enables the cloud-based services to continually evolve themselves - through changing the related software configurations and hardware resource provisions - under time-varying workloads.…

软件工程 · 计算机科学 2016-08-23 Tao Chen , Rami Bahsoon

Many businesses possess a small infrastructure that they can use for their computing tasks, but also often buy extra computing resources from clouds. Cloud vendors such as Amazon EC2 offer two types of purchase options: on-demand and spot…

分布式、并行与集群计算 · 计算机科学 2019-08-13 Xiaohu Wu , Patrick Loiseau , Esa Hyytia

In late 2009, Amazon introduced spot instances to offer their unused resources at lower cost with reduced reliability. Amazon's spot instances allow customers to bid on unused Amazon EC2 capacity and run those instances for as long as their…

分布式、并行与集群计算 · 计算机科学 2012-11-07 Sunirmal Khatua , Nandini Mukherjee

Multi-cloud concept has broaden the world of cloud computing and has become a buzzword today. The word Multi-cloud envisions utilization of services from multiple heterogeneous cloud providers via a single architecture at customer premises.…

分布式、并行与集群计算 · 计算机科学 2021-08-31 Deepika Saxena , Rishabh Gupta , Ashutosh Kumar Singh

The transition to renewable energy is driving the rise of distributed multi-energy systems, in which individual energy hubs and prosumers (e.g., homes, industrial campuses) generate, store, and trade energy. Economic Model Predictive…

系统与控制 · 电气工程与系统科学 2025-04-09 Varsha Behrunani , Cara Koepele , Jared Miller , Ahmed Aboudonia , Philipp Heer , Roy S. Smith , John Lygeros

The study of mechanisms for multi-sided markets has received an increasingly growing attention from the research community, and is motivated by the numerous examples of such markets on the web and in electronic commerce. Many of these…

计算机科学与博弈论 · 计算机科学 2016-09-07 Moran Feldman , Rica Gonen

As computational agents are developed for increasingly complicated e-commerce applications, the complexity of the decisions they face demands advances in artificial intelligence techniques. For example, an agent representing a seller in an…

人工智能 · 计算机科学 2017-01-08 W. P. Birmingham , E. H. Durfee , S. Park

By sharing resources among different cloud providers, the paradigm of federated clouds exploits temporal availability of resources and geographical diversity of operational costs for efficient job service. While interoperability issues…

网络与互联网体系结构 · 计算机科学 2013-04-25 Hongxing Li , Chuan Wu , Zongpeng Li , Francis C. M. Lau

Cloud computing infrastructures increasingly rely on geographically distributed data centers to meet the growing demand for low latency, high availability, and cost-efficient service delivery. In this context, load balancing plays a…

分布式、并行与集群计算 · 计算机科学 2026-02-12 Saeid Aghasoleymani Najafabadi , Elaheh Nabavi Nia

The proliferation of commercial cloud computing providers has generated significant interest in the scientific computing community. Much recent research has attempted to determine the benefits and drawbacks of cloud computing for scientific…

天体物理仪器与方法 · 物理学 2016-11-15 Gideon Juve , Ewa Deelman , Karan Vahi , Gaurang Mehta , Bruce Berriman , Benjamin P. Berman , Phil Maechling

Cloud computing is becoming an increasingly lucrative branch of the existing information and communication technologies (ICT). Enabling a debate about cloud usage scenarios can help with attracting new customers, sharing best-practices, and…

分布式、并行与集群计算 · 计算机科学 2014-10-07 Aleksandar Milenkoski , Alexandru Iosup , Samuel Kounev , Kai Sachs , Piotr Rygielski , Jason Ding , Walfredo Cirne , Florian Rosenberg

Dynamic spectrum access is a new paradigm of secondary spectrum utilization and sharing. It allows unlicensed secondary users (SUs) to exploit opportunistically the under-utilized licensed spectrum. Market mechanism is a widely-used…

网络与互联网体系结构 · 计算机科学 2016-07-11 Lin Gao , Biying Shou , Ying-Ju Chen , Jianwei Huang

In cloud computing environment, load balancing is a key issue which is required to distribute the dynamic workload over multiple machines to make certain that no single machine is overloaded. In recent research, many organizations lose…

分布式、并行与集群计算 · 计算机科学 2024-09-02 Chukwuneke Chiamaka Ijeoma , Inyiama , Hyacinth C. , Amaefule Samuel , Onyesolu Moses Okechukwu , Asogwa Doris Chinedu

Growing interest in Cloud Computing places a heavy workload on cloud providers which is becoming increasingly difficult for them to manage with their primary datacenter infrastructures. Resource limitations can make providers vulnerable to…

软件工程 · 计算机科学 2018-03-20 Syeda ZarAfshan Gohera , Peter Bloodsworth , Raihan Ur Rasool , Richard McClatchey

A coordinated trading process is proposed as a design for an electricity market with significant uncertainty, perhaps from renewables. In this process, groups of agents propose to the system operator (SO) a contingent buy and sell trade…

最优化与控制 · 数学 2017-08-28 Junjie Qin , Ram Rajagopal , Pravin Varaiya

We study online resource allocation in a cloud computing platform, through a posted pricing mechanism: The cloud provider publishes a unit price for each resource type, which may vary over time; upon arrival at the cloud system, a cloud…

网络与互联网体系结构 · 计算机科学 2017-04-20 Zijun Zhang , Zongpeng Li , Chuan Wu

We study the robust sequential screening problem of a monopolist seller of multiple cloud computing services facing a buyer who has private information about his demand distribution for these services. At the time of contracting, the buyer…

理论经济学 · 经济学 2025-02-12 Dirk Bergemann , Rahul Deb

Blockchains are maintained by a network of participants that run algorithms designed to maintain collectively a distributed machine tolerant to Byzantine attacks. From the point of view of users, blockchains provide the illusion of…

计算机科学中的逻辑 · 计算机科学 2022-07-15 Martán Ceresa , César Sánchez