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Migration to the cloud has been a popular topic in industry and academia in recent years. Despite many benefits that the cloud presents, such as high availability and scalability, most of the on-premise application architectures are not…

软件工程 · 计算机科学 2015-07-30 Armin Balalaie , Abbas Heydarnoori , Pooyan Jamshidi

Function-as-a-Service (FaaS) is one of the most promising directions for the future of cloud services, and serverless functions have immediately become a new middleware for building scalable and cost-efficient microservices and…

分布式、并行与集群计算 · 计算机科学 2021-07-05 Marcin Copik , Grzegorz Kwasniewski , Maciej Besta , Michal Podstawski , Torsten Hoefler

Microservice Architectures (MA) have the potential to increase the agility of software development. In an era where businesses require software applications to evolve to support software emerging requirements, particularly for Internet of…

软件工程 · 计算机科学 2017-09-28 Dharmendra Shadija , Mo Rezai , Richard Hill

With the enhancements in the field of software-defined networking and virtualization technologies, novel networking paradigms such as network function virtualization (NFV) and the Internet of things (IoT) are rapidly gaining ground.…

网络与互联网体系结构 · 计算机科学 2019-04-01 Deval Bhamare , Mohammed Samaka , Aiman Erbad , Raj Jain , Lav Gupta

Cloud computing recently developed into a viable alternative to on-premises systems for executing high-performance computing (HPC) applications. With the emergence of new vendors and hardware options, there is now a growing need to…

分布式、并行与集群计算 · 计算机科学 2018-12-14 Mohammad Mohammadi , Timur Bazhirov

The evolution and advances made in the field of Cloud engineering influence the constant changes in software application development cycle and practices. Software architecture has evolved along with other domains and capabilities of…

软件工程 · 计算机科学 2024-08-14 Kalyani V N S Pendyala , Rajkumar Buyya

Microservice architectures have become the dominant paradigm for cloud-native systems, offering flexibility and scalability. However, this shift has also led to increased demand for cloud resources, contributing to higher energy consumption…

分布式、并行与集群计算 · 计算机科学 2026-01-13 Julian Legler , Sebastian Werner , Maria C. Borges , Stefan Tai

The serverless computing model has evolved as one of the key solutions in the cloud for fast autoscaling and capacity planning. In edge computing environments, however, the serverless model is challenged by the system heterogeneity and…

网络与互联网体系结构 · 计算机科学 2022-09-08 Francisco Carpio , Marc Michalke , Admela Jukan

Microservices is an architectural style that structures an application as a collection of loosely coupled services, making it easy for developers to build and scale their applications. The microservices architecture approach differs from…

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

The cloud is a new paradigm that is paving the way for new approaches and standards. The architectural styles are evolving in response to the cloud's requirements. In recent years, microservices have emerged as the preferred architectural…

Today's Internet Services are undergoing fundamental changes and shifting to an intelligent computing era where AI is widely employed to augment services. In this context, many innovative AI algorithms, systems, and architectures are…

Microservice applications are created as loosely coupled application components and they leverage cloud elasticity to reduce costs and increase development speed. However, microservice applications exhibit complex interactions among…

分布式、并行与集群计算 · 计算机科学 2026-03-10 Minxian Xu , Junhan Liao , Linfeng Wen , Huaming Wu , Kejiang Ye , Rajkumar Buyya , Chengzhong Xu

Machine learning is now a central part of how modern systems are built and used, powering everything from personalized recommendations to large-scale business analytics. As its role grows, organizations are facing new challenges in…

软件工程 · 计算机科学 2026-03-17 Sowjanya Karanam , Jayanth Bhargav

Running microbenchmark suites often and early in the development process enables developers to identify performance issues in their application. Microbenchmark suites of complex applications can comprise hundreds of individual benchmarks…

分布式、并行与集群计算 · 计算机科学 2024-07-30 Trever Schirmer , Tobias Pfandzelter , David Bermbach

Cloud-native systems represent a significant leap in constructing scalable, large systems, employing microservice architecture as a key element in developing distributed systems through self-contained components. However, the decentralized…

软件工程 · 计算机科学 2024-07-25 Amr S. Abdelfattah

Microservice architecture is the common choice for cloud applications these days since each individual microservice can be independently modified, replaced, and scaled. However, the complexity of microservice applications requires automated…

软件工程 · 计算机科学 2022-07-15 Christoph Reile , Mohak Chadha , Valentin Hauner , Anshul Jindal , Benjamin Hofmann , Michael Gerndt

Modern cloud applications delivering global services are often built on distributed systems with a microservice architecture. In such systems, end-to-end user requests traverse multiple different services and machines, exhibiting intricate…

软件工程 · 计算机科学 2025-12-08 Zhiling Deng , Juepeng Wang , Zhuangbin Chen

Microservice architectures and design patterns enhance the development of large-scale applications by promoting flexibility. Industrial practitioners perceive the importance of applying architectural patterns but they struggle to quantify…

软件工程 · 计算机科学 2024-09-09 Willem Meijer , Catia Trubiani , Aldeida Aleti

Cloud applications are more and more microservice-oriented, but a concrete charting of the microservices architecture landscape -- namely, the space of technical options available for microservice software architects in their…

软件工程 · 计算机科学 2022-12-07 Luciano Baresi , Giovanni Quattrocchi , Damian Andrew Tamburri

The microservice software architecture leverages the idea of splitting large monolithic applications into multiple smaller services that interact using lightweight communication schemes. While the microservice architecture has proven its…

分布式、并行与集群计算 · 计算机科学 2025-03-06 Dāvis Kažemaks , Jérémie Decouchant