Results 61 to 70 of about 891 (177)

Predicting the Costs of Serverless Workflows

Proceedings of the ACM/SPEC International Conference on Performance Engineering, 2020
Function-as-a-Service (FaaS) platforms enable users to run arbitrary functions without being concerned about operational issues, while only paying for the consumed resources. Individual functions are often composed into workflows for complex tasks. However, the pay-per-use model and nontransparent reporting by cloud providers make it challenging to ...
Eismann, Simon, Grohmann, Johannes, Van Eyk, Erwin, Herbst, Nikolas, Kounev, Samuel   +4 more
openaire   +2 more sources

Project Templating and Onboarding With Cookiecutter: Foundations, Uses, and Guidelines

Software: Practice and Experience, Volume 56, Issue 1, Page 42-63, January 2026.
ABSTRACT Objectives Cookiecutter is a popular, mature open‐source Python library for automating the creation of customized projects from templates. This kind of scaffolding is useful for enabling reuse, encapsulating expertise, achieve uniformity, and facilitating project creation for a range of languages and domains, including microservices, web ...
Juergen Dingel, Alex Sun, Hesham Elabd, Nathanael Yao, Andrew Boulos, Ali Tizghadam   +5 more
wiley   +1 more source

An IoT Platform Based on Microservices and Serverless Paradigms for Smart Farming Purposes

Sensors, 2020
Nowadays, the concept of “Everything is connected to Everything” has spread to reach increasingly diverse scenarios, due to the benefits of constantly being able to know, in real-time, the status of your factory, your city, your health or your ...
Sergio Trilles, Alberto González-Pérez, Joaquín Huerta   +2 more
doaj   +1 more source

Exploring Influence Factors on LLM Suitability for No‐Code Development of End User Applications

Software: Practice and Experience, Volume 56, Issue 1, Page 96-118, January 2026.
ABSTRACT Context/Problem Statement No‐Code Development Platforms (NCDPs) empower non‐technical end users to build applications tailored to their specific demands without writing code. While NCDPs lower technical barriers, users still require some technical knowledge, for example, to structure process steps or define event‐action rules.
Minghe Wang, Alexandra Kapp, Trever Schirmer, Tobias Pfandzelter, David Bermbach   +4 more
wiley   +1 more source

Serverless Cold Start Performance Optimization Based on Multi-Request Processing and Adaptive Hierarchical Scaling

IEEE Access
Serverless has gained significant attention due to its advantages of high elasticity, low cost, and reduced operational overhead. However, the cold start problem severely constrains its performance and user experience.
Liu Yu, Li Fu, Sun Chenhao
doaj   +1 more source

Multi‐Source Fusion Deep Learning for Predicting Satellite Communication Link Quality in Environmental Monitoring Cyber‐Physical Systems

IET Cyber-Physical Systems: Theory &Applications, Volume 11, Issue 1, January/December 2026.
Remote environmental monitoring covers large and heterogeneous regions, yet large target areas lack communication stations, creating a persistent backhaul constraint. To provide connectivity, monitoring‐oriented CPS adopt low Earth orbit satellite links.
Yuewei Wang, Kai Zhang, Jiahao Yuan, Shiyan Hu, Xiaodao Chen   +4 more
wiley   +1 more source

Epidemic Forecasting via Hybrid Deep Learning With Unified Visibility and Temporal Graphs Under Stochastic Noise Modelling

Healthcare Technology Letters, Volume 13, Issue 1, January/December 2026.
We introduce a hybrid deep learning framework that fuses visibility‐graph encoding of epidemic time series with temporal graph networks, augmented by stochastic noise modelling (fractional Brownian motion/Lévy) to capture both deterministic dynamics and reporting uncertainty.
Arman Kavoosi Ghafi, Ali Pirkhedri, Samira Akhbarifar, Mohammad Hossein Shafiabadi   +3 more
wiley   +1 more source

Confidential Serverless Computing

CoRR
Although serverless computing offers compelling cost and deployment simplicity advantages, a significant challenge remains in securely managing sensitive data as it flows through the network of ephemeral function executions in serverless computing environments within untrusted clouds.
Patrick Sabanic, Masanori Misono, Teofil Bodea, Julian Pritzi, Michael Hackl, Dimitrios Stavrakakis, Pramod Bhatotia   +6 more
openaire   +2 more sources

A Distributed Federated Reinforcement Learning Approach for Scheduling User‐Side Flexibility Resources in Virtual Power Plants

IET Smart Grid, Volume 9, Issue 1, January/December 2026.
This paper proposes a multi‐virtual power plant (VPP) coordination framework that aggregates distributed flexibility resources, for example, electric vehicles, battery storage and shiftable loads, to enhance system adaptability. We quantify flexibility supply–demand imbalances using unified margin and risk indices, then formulate a cost‐flexibility co ...
Heng Hu, Jian Liu, Meng Hou, Ying Liu, Yunpeng Jiang, Chuan Liu   +5 more
wiley   +1 more source

Application of Proximal Policy Optimization for Resource Orchestration in Serverless Edge Computing

Computers
Serverless computing is a new cloud computing model suitable for providing services in both large cloud and edge clusters. In edge clusters, the autoscaling functions play a key role on serverless platforms as the dynamic scaling of function instances ...
Mauro Femminella, Gianluca Reali
doaj   +1 more source