Results 41 to 50 of about 891 (177)

Small Language Models: A Systematic Review of Computational Trade‐Offs, Privacy Advantages and Deployment in Intelligent Systems

Expert Systems, Volume 43, Issue 8, August 2026.
ABSTRACT This systematic review synthesizes evidence from 68 studies, including peer‐reviewed journal articles, indexed conference/workshop proceedings and five remaining arXiv preprints published between 2022 and 2025, on small language models (SLMs) as computationally efficient alternatives to large language models (LLMs).
Sena Dikici, Turgay Tugay Bilgin
wiley   +1 more source

Adaptive Serverless Learning

CoRR, 2020
With the emergence of distributed data, training machine learning models in the serverless manner has attracted increasing attention in recent years. Numerous training approaches have been proposed in this regime, such as decentralized SGD. However, all existing decentralized algorithms only focus on standard SGD.
Hongchang Gao, Heng Huang 0001
openaire   +2 more sources

Kotless: A Serverless Framework for Kotlin [PDF]

2019 34th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2019
Recent trends in Web development demonstrate an increased interest in serverless applications, i.e. applications that utilize computational resources provided by cloud services on demand instead of requiring traditional server management. This approach enables better resource management while being scalable, reliable, and cost-effective.
Vladislav Tankov, Yaroslav Golubev, Timofey Bryksin   +2 more
openaire   +2 more sources

A Personalised and Gamified Digital Decision Aid for Colorectal Cancer Screening: A Randomised Controlled Pilot Study

Cancer Medicine, Volume 15, Issue 6, June 2026.
ABSTRACT Background Colorectal cancer (CRC) is the second leading cause of tumour‐related mortality worldwide, accounting for approximately 903,000 deaths annually. Despite the proven effectiveness of population‐based screening in reducing mortality, participation rates remain suboptimal, hindered by cognitive, psychological, and socioeconomic barriers.
Mattia Celebrin, Asia Filosa, Manuela Anelli, Francesco Brucchi, Paolo La Torraca Vittori, Alessandro Incremona, Mattia Rogledi, Alessandro Summer, Maria Vizzardi, Paola Ghidini, Michela Bregoli, Enri Hoxha, Giovanni Marazza, Alessandra Gorini, Cristina Montomoli   +14 more
wiley   +1 more source

Validating DDoS Detection Algorithms for Denial of Wallet Attacks in Serverless Architectures

Applied Sciences
In the era of cloud computing and serverless architectures, the security of applications and services has become a critical challenge. Serverless computing, often referred to as function as a service (FaaS), is a cloud computing model that allows ...
Gaspar Cano, José Manuel Ortega-Candel, Francisco José Mora-Gimeno, Lucía Arnau-Muñoz, Higinio Mora   +4 more
doaj   +1 more source

Serverless Computing: An Investigation of Deployment Environments for Web APIs

Computers, 2019
Cloud vendors offer a variety of serverless technologies promising high availability and dynamic scaling while reducing operational and maintenance costs. One such technology, serverless computing, or function-as-a-service (FaaS), is advertised as a good
Cosmina Ivan, Radu Vasile, Vasile Dadarlat   +2 more
doaj   +1 more source

Cyberinfrastructure to support ecological forecasting challenges

Ecosphere, Volume 17, Issue 6, June 2026.
Abstract Ecological forecasting challenges, formalized efforts to empower the ecology community to develop near‐term iterative forecasts of yet‐to‐be‐collected data, are a powerful tool to advance predictive capacities in ecology. The National Ecological Observatory Network (NEON) Ecological Forecasting Challenge, which has processed over 82 million ...
R. Quinn Thomas, Carl Boettiger
wiley   +1 more source

Cloud-Based Large Language Model Deployment: A Comparative Analysis of Serverless and Bring-Your-Own-Container Architectures

Acta Informatica Pragensia
Background: Large Language Models (LLMs) have transformed research and industry applications; however, cloud deployment decisions remain complex and poorly documented, particularly for academic researchers operating under budget constraints.
Mateusz Ploskonka
doaj   +1 more source

BPMN Extensions Updated: A Systematic Literature Review

Journal of Software: Evolution and Process, Volume 38, Issue 6, June 2026.
ABSTRACT Business process model and notation (BPMN) is a widely used modeling language for representing business processes. BPMN has been extended to represent particular domains or application areas, or to improve practical aspects. BPMN extensions have been the subject of recent studies.
Milene Cavalcante, Enyo Gonçalves, João Araújo   +2 more
wiley   +1 more source

Emergence of serverless computing in cloud: A state-of-the-art review of challenges and opportunities

Machine Learning with Applications
Serverless computing has emerged as a prominent cloud application development paradigm over the past decade, enabling developers to deploy and execute applications without managing underlying infrastructure.
Anisha Kumari, Ranjan Kumar Behera, Kshira Sagar Sahoo, Bibhudatta Sahoo, Amir H. Gandomi   +4 more
doaj   +1 more source