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The rise of Foundation Models (FMs) like Large Language Models (LLMs) is revolutionizing software development. Despite the impressive prototypes, transforming FMware into production-ready products demands complex engineering across various…

Cloud computing and Network Function Virtualization (NFV) are emerging as key technologies to overcome the challenges facing 4G and beyond mobile systems. Over the last few years, Platform-as-a-Service (PaaS) has gained momentum and has…

网络与互联网体系结构 · 计算机科学 2016-08-25 Mohammad Abu-Lebdeh , Sami Yangui , Diala Naboulsi , Roch Glitho , Constant Wette Tchouati

The adoption of Semantic Web technologies, and in particular the Open Data initiative, has contributed to the steady growth of the number of datasets and triples accessible on the Web. Most commonly, queries over RDF data are evaluated over…

数据库 · 计算机科学 2019-12-18 Gabriela Montoya , Ilkcan Keles , Katja Hose

Performance interference can occur when various services are executed over the same physical infrastructure in a cloud system. This can lead to performance degradation compared to the execution of services in isolation. This work proposes a…

分布式、并行与集群计算 · 计算机科学 2024-02-08 VÍctor Medel , Unai Arronategui , Omer Rana , JosÉ Ángel BaÑares , Rafael Tolosana-Calasanz

Developers increasingly use function-as-a-service (FaaS) platforms for data-centric applications that perform low-latency and transactional operations on data, such as for microservices or web serving. Unfortunately, existing FaaS platforms…

Serverless computing is a cloud computing paradigm that allows developers to focus exclusively on business logic as cloud service providers manage resource management tasks. Serverless applications follow this model, where the application…

分布式、并行与集群计算 · 计算机科学 2022-01-28 Anshul Jindal , Mohak Chadha , Shajulin Benedict , Michael Gerndt

Cloud computing has become increasingly popular. Many options of cloud deployments are available. Testing cloud performance would enable us to choose a cloud deployment based on the requirements. In this paper, we present an innovative…

性能 · 计算机科学 2015-09-03 Li Chen , Pooja Jain , Kingsum Chow , Emad Guirguis , Tony Wu

How to successfully conduct test automation process improvement (TAPI) for continuous development, consisting of iterative software development, continuous testing, and delivery, is the challenge faced by many software organizations. In…

软件工程 · 计算机科学 2020-04-16 Yuqing Wang , Maaret Pyhäjärvi , Mika V. Mäntylä

System development is not a linear, one-shot process. It proceeds through refinements and revisions. To support assurance that the system satisfies its requirements, it is desirable that continuous verification can be performed after each…

计算机科学中的逻辑 · 计算机科学 2018-11-28 Claudio Menghi , Alessandro Maria Rizzi , Anna Bernasconi

In the near future FPGAs will be available by the hour, however this new Infrastructure as a Service (IaaS) usage mode presents both an opportunity and a challenge: The opportunity is that programmers can potentially trade resources for…

分布式、并行与集群计算 · 计算机科学 2015-08-28 Gordon Inggs , David B. Thomas , George Constantinides , Wayne Luk

Today, several people and organizations rely on cloud platforms. The reliability of cloud platforms depends heavily on the performance of their internal programs (agents). To better prevent regressions in cloud platforms, the design of…

离散数学 · 计算机科学 2025-07-03 Akshay Sathiya , Rohit Pandey

We study deterministic fluid approximations of parallel service systems operating under first come first served policy (FCFS). The condition for complete resource pooling is identified in terms of the system structure and the customer…

概率论 · 数学 2016-04-18 Yuval Nov , Gideon Weiss , Hanqin Zhang

FaaS allows an application to be decomposed into functions that are executed on a FaaS platform. The FaaS platform is responsible for the resource provisioning of the functions. Recently, there is a growing trend towards the execution of…

分布式、并行与集群计算 · 计算机科学 2021-07-22 Mohak Chadha , Anshul Jindal , Michael Gerndt

For an increasing number of data intensive scientific applications, parallel I/O concepts are a major performance issue. Tackling this issue, we develop an input/output system designed for highly efficient, scalable and conveniently usable…

分布式、并行与集群计算 · 计算机科学 2018-08-06 Erich Schikuta , Helmut Wanek , Heinz Stockinger , Kurt Stockinger , Thomas Fürle , Oliver Jorns , Christoph Löffelhardt , Peter Brezany , Minh Dang , Thomas Mück

Over the past years, TCP has gone through numerous updates to provide performance enhancement under diverse network conditions. However, with respect to losses, little can be achieved with legacy TCP detection and recovery mechanisms. Both…

网络与互联网体系结构 · 计算机科学 2018-07-31 Simone Ferlin , Stepan Kucera , Holger Claussen , Ozgu Alay

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

Developing stateful cloud applications, such as low-latency workflows and microservices with strict consistency requirements, remains arduous for programmers. The Stateful Functions-as-a-Service (SFaaS) paradigm aims to serve these use…

分布式、并行与集群计算 · 计算机科学 2025-06-27 Kyriakos Psarakis , George Christodoulou , George Siachamis , Marios Fragkoulis , Asterios Katsifodimos

Serverless Function-as-a-Service (FaaS) is a popular cloud paradigm to quickly and cheaply implement complex applications. Because the function instances cloud providers start to execute user code run on shared infrastructure, their…

分布式、并行与集群计算 · 计算机科学 2025-10-27 Trever Schirmer , Natalie Carl , Nils Höller , Tobias Pfandzelter , David Bermbach

Modern web services adopt cloud-native principles to leverage the advantages of microservices. To consistently guarantee high Quality of Service (QoS) according to Service Level Agreements (SLAs), ensure satisfactory user experiences, and…

机器学习 · 计算机科学 2024-09-06 Amadou Ba , Pavithra Harsha , Chitra Subramanian

Cloud computing has brought a revolution in the field of information technology and improving the efficiency of computational resources. It offers computing as a service enabling huge cost and resource efficiency. Despite its advantages,…

密码学与安全 · 计算机科学 2018-04-16 Robail Yasrab