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In the context of the rapidly evolving information technology landscape, marked by the advent of 6G communication networks, we face an increased data volume and complexity in network environments. This paper addresses these challenges by…

人工智能 · 计算机科学 2025-07-29 Chengzhuo Han

Cloud computing has achieved great success in modern IT industry as an excellent computing paradigm due to its flexible management and elastic resource sharing. To date, cloud computing takes an irrepalceable position in our socioeconomic…

分布式、并行与集群计算 · 计算机科学 2015-03-17 Pengfei Chen , Yong Qi , Peipei Wang , Li Su , Xinyi Li

Operating cloud service infrastructures requires high energy efficiency while ensuring a satisfactory service level. Motivated by data centers, we consider a workload routing and server speed control policy applicable to the system…

性能 · 计算机科学 2023-03-06 Seung Min Baik , Young Myoung Ko

We propose a novel Quality of Experience (QoE)-aware framework to crowdsource IoT energy services efficiently. The proposed framework leverages the provisioning of energy services as an auxiliary to increase consumers' satisfaction. A novel…

分布式、并行与集群计算 · 计算机科学 2022-09-09 Amani Abusafia , Athman Bouguettaya , Abdallah Lakhdari

Recent advances in software, hardware, computing and control have fueled significant progress in the field of autonomous systems. Notably, autonomous machines should continuously estimate how the scenario in which they move and operate will…

网络与互联网体系结构 · 计算机科学 2021-09-21 Mate Boban , Marco Giordani , Michele Zorzi

This paper investigates a paradigm for offering artificial intelligence as a service (AI-aaS) on software-defined infrastructures (SDIs). The increasing complexity of networking and computing infrastructures is already driving the…

机器学习 · 计算机科学 2019-07-15 Saeedeh Parsaeefard , Iman Tabrizian , Alberto Leon-Garcia

In this paper, an application-based QoS evaluation approach for heterogeneous networks is proposed.It is possible to expand the network capacity and coverage in a dynamic fashion by applying heterogeneous wireless network architecture.…

网络与互联网体系结构 · 计算机科学 2016-02-12 Farnaz Farid , Seyed Shahrestani , Chun Ruan

Cloud-based computing systems can get oversubscribed due to the budget constraints of their users or limitations in certain resource types. The oversubscription can, in turn, degrade the users perceived Quality of Service (QoS). The…

分布式、并行与集群计算 · 计算机科学 2021-04-12 Chavit Denninnart , Mohsen Amini Salehi

With the rapid advancement of internet technologies, network services have become critical for delivering diverse and reliable applications to users. However, the exponential growth in the number of available services has resulted in many…

机器学习 · 计算机科学 2025-10-28 Guanchen Du , Jianlong Xu , Mingtong Li , Ruiqi Wang , Qianqing Guo , Caiyi Chen , Qingcao Dai , Yuxiang Zeng

Common deployment models for Edge Computing are based on (composable) microservices that are offloaded to cloudlets. Runtime adaptations-in response to varying load, QoS fulfillment, mobility, etc.-are typically based on coarse-grained and…

分布式、并行与集群计算 · 计算机科学 2021-05-24 Julien Gedeon , Martin Wagner , Karolis Skaisgiris , Florian Brandherm , Max Mühlhäuser

The advent of Edge Computing (EC) as a promising paradigm that provides multiple computation and analytics capabilities close to data sources opens new pathways for novel applications. Nonetheless, the limited computational capabilities of…

分布式、并行与集群计算 · 计算机科学 2022-06-14 Georgios Boulougaris , Kostas Kolomvatsos

High-performance computing (HPC) storage systems become increasingly critical to scientific applications given the data-driven discovery paradigm shift. As a storage solution for large-scale HPC systems, dozens of applications share the…

分布式、并行与集群计算 · 计算机科学 2018-05-17 Neda Tavakoli , Dong Dai , John Jenkins , Philip Carns , Robert Ross , Yong Chen

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…

分布式、并行与集群计算 · 计算机科学 2026-03-31 Serena Nicolazzo , Antonino Nocera , Witold Pedrycz

Function-as-a-Service (FaaS) is a cloud service model enabling developers to offload event-driven executable snippets of code. The execution and management of such functions becomes a FaaS provider's responsibility, hereby included their…

软件工程 · 计算机科学 2020-04-03 Vladimir Yussupov , Jacopo Soldani , Uwe Breitenbücher , Antonio Brogi , Frank Leymann

Quality of Service (QoS) has gained more importance with the increase in usage and adoption of web services. In recent years, various tools and techniques developed for measurement and evaluation of QoS of web services. There are commercial…

软件工程 · 计算机科学 2013-06-19 Shariq Hussain , Zhaoshun Wang , Ibrahima Kalil Toure , Abdoulaye Diop

In order to utilize network resources and provide a more reliable delivery of information, multipath routing algorithms are used with a higher priority than single path routing. But providing the quality of service (QoS) requirements while…

网络与互联网体系结构 · 计算机科学 2014-12-09 Zahra Vali , Massoud Reza Hashemi , Neda Moghim

Most cloud platforms have a Function-as-a-Service (FaaS) offering that enables users to easily write highly scalable applications. To better understand how the platform's architecture impacts its performance, we present a research-focused…

分布式、并行与集群计算 · 计算机科学 2025-08-01 Trever Schirmer , David Bermbach

Given the on-demand nature of cloud computing, managing cloud-based services requires accurate modeling for the correlation between their Quality of Service (QoS) and cloud configurations/resources. The resulted models need to cope with the…

分布式、并行与集群计算 · 计算机科学 2015-04-16 Tao Chen , Rami Bahsoon , Xin Yao

We propose the use of Soft Constraints as a natural way to model Service Oriented Architecture. In the framework, constraints are used to model components and connectors and constraint aggregation is used to represent their interactions.…

人工智能 · 计算机科学 2009-06-23 Stefano Bistarelli , Francesco Santini

Edge computing has become a popular paradigm where services and applications are deployed at the network edge closer to the data sources. It provides applications with outstanding benefits, including reduced response latency and enhanced…

网络与互联网体系结构 · 计算机科学 2022-09-15 Mingjin Zhang , Jiannong Cao , Yuvraj Sahni , Qianyi Chen , Shan Jiang , Tao Wu