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Public sector agencies are rapidly deploying AI systems to augment or automate critical decisions in real-world contexts like child welfare, criminal justice, and public health. A growing body of work documents how these AI systems often…

人机交互 · 计算机科学 2024-03-06 Anna Kawakami , Amanda Coston , Haiyi Zhu , Hoda Heidari , Kenneth Holstein

Design systems represent a user interaction design and development approach that is currently of avid interest in the industry. However, little research work has been done to synthesize knowledge related to design systems in order to inform…

软件工程 · 计算机科学 2022-05-24 Yassine Lamine , Jinghui Cheng

The cloud computing paradigm is being adopted by many organizations in different application domains as it is cost effective and offers a virtually unlimited pool of resources. Engineering critical systems can benefit from clouds in…

软件工程 · 计算机科学 2014-05-01 Sami Alajrami

The microservices architectural approach has important benefits regarding the agile applications' development and the delivery of complex solutions. However, to convey the information and share the data amongst services in a verifiable and…

网络与互联网体系结构 · 计算机科学 2020-05-01 Dimitrios Kallergis , Zacharenia Garofalaki , Georgios Katsikogiannis , Christos Douligeris

Cloud systems are the backbone of today's computing industry. Yet, these systems remain complicated to design, build, operate, and improve. All these tasks require significant manual effort by both developers and operators of these systems.…

分布式、并行与集群计算 · 计算机科学 2025-02-11 Vaastav Anand , Yichen Li , Alok Gautam Kumbhare , Celine Irvene , Chetan Bansal , Gagan Somashekar , Jonathan Mace , Pedro Las-Casas , Rodrigo Fonseca

Federated learning has received fast-growing interests from academia and industry to tackle the challenges of data hungriness and privacy in machine learning. A federated learning system can be viewed as a large-scale distributed system…

机器学习 · 计算机科学 2021-06-21 Sin Kit Lo , Qinghua Lu , Liming Zhu , Hye-young Paik , Xiwei Xu , Chen Wang

With the increased dependence on software, there is a pressing need for engineering long-lived software. As architectures have a profound effect on the life-span of the software and the provisioned quality of service, stable architectures…

软件工程 · 计算机科学 2019-12-12 Maria Salama , Rami Bahsoon , Rajkumar Buyya

With the increased dependence on software, there is a pressing need for engineering long-lived software. As architectures have a profound effect on the life-span of the software and the provisioned quality of service, stable architectures…

软件工程 · 计算机科学 2019-12-16 Maria Salama , Rami Bahsoon , Rajkumar Buyya

A software architecture describes the structure of a computing system by specifying software components and their interactions. Mapping a software architecture to an implementation is a well known challenge. A key element of this mapping is…

编程语言 · 计算机科学 2011-09-14 Damien Cassou , Emilie Balland , Charles Consel , Julia Lawall

Cloud computing provisions computer resources at a cost-effective way based on demand. Therefore it has become a viable solution for big data analytics and artificial intelligence which have been widely adopted in various domain science.…

分布式、并行与集群计算 · 计算机科学 2023-05-30 Naweiluo Zhou , Florent Dufour , Vinzent Bode , Peter Zinterhof , Nicolay J Hammer , Dieter Kranzlmüller

The rapid evolution of Large Language Models (LLM) and subsequent Agentic AI technologies requires systematic architectural guidance for building sophisticated, production-grade systems. This paper presents an approach for architecting such…

人工智能 · 计算机科学 2026-05-26 Zoran Milosevic , Fethi Rabhi

Cloud computing is an opened and distributed network that guarantees access to a large amount of data and IT infrastructure at several levels (software, hardware...). With the increase demand, handling clients' needs is getting increasingly…

多智能体系统 · 计算机科学 2022-06-24 Imen Bouabdallah , Hakima Mellah

Today, data guides the decision-making process of most companies. Effectively analyzing and manipulating data at scale to extract and exploit relevant knowledge is a challenging task, due to data characteristics such as its size, the rate…

软件工程 · 计算机科学 2025-03-24 Arianna Dragoni , Alessandro Margara

While cloud computing provides lower Infrastructure cost, higher agility and faster delivery, it also presents higher operational and security risks for business critical assets, but a well-designed solution and security architecture will…

密码学与安全 · 计算机科学 2018-09-25 Max Farnga

Businesses, particularly small and medium-sized enterprises, aiming to start up in Model-Based Design (MBD) face difficult choices from a wide range of methods, notations and tools before making the significant investments in planning,…

Context: Software architecture is a knowledge-intensive field. One mechanism for storing architecture knowledge is the recognition and description of architectural patterns. Selecting architectural patterns is a challenging task for…

软件工程 · 计算机科学 2020-05-19 Siamak Farshidi , Slinger Jansen , Jan Martijn van der Werf}

As Clouds are complex, large-scale, and heterogeneous distributed systems, management of their resources is a challenging task. They need automated and integrated intelligent strategies for provisioning of resources to offer services that…

分布式、并行与集群计算 · 计算机科学 2016-11-17 Rajkumar Buyya , Rodrigo N. Calheiros , Xiaorong Li

Cloud computing promises a radical shift in the provisioning of computing resource within the enterprise. This paper describes the challenges that decision makers face when assessing the feasibility of the adoption of cloud computing in…

分布式、并行与集群计算 · 计算机科学 2010-08-12 Ali Khajeh-Hosseini , David Greenwood , James W. Smith , Ian Sommerville

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

Cloud computing has recently emerged as a major trend in distributed computing. We proposed a platform for selecting and configuring automatically an appropriate cloud environment that meets a set of consumer and provider requirements. It…

软件工程 · 计算机科学 2021-04-05 Asmae Benali , Bouchra El Asri