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OverSketch: Approximate Matrix Multiplication for the Cloud
, 2019 We propose OverSketch, an approximate algorithm for distributed matrix multiplication in serverless computing. OverSketch leverages ideas from matrix sketching and high-performance computing to enable cost-efficient multiplication that is resilient to ...
Courtade, Thomas +3 more
core +1 more source
Modelling Serverless Function Behaviours
, 2021 The serverless computing model extends potential deployment options for cloud applications, by allowing users to focus on building and deploying their code without needing to configure or manage the underlying computational resources. Cost and latency constraints in stream processing user applications often push computations closer to the sources of ...
Tolosana-Calasanz, Rafael +3 more
openaire +2 more sources
Information Systems Journal, EarlyView.ABSTRACT The recent rise of Generative Artificial Intelligence (GenAI) is fundamentally changing the way businesses operate, with many now investing heavily in this technology. However, businesses are still exploring ways to extract value from GenAI and develop organisational capabilities.
Ashish Jagdish Sharma +4 more
wiley +1 more source
Toward security quantification of serverless computing
Journal of Cloud Computing: Advances, Systems and ApplicationsServerless computing is one of the recent compelling paradigms in cloud computing. Serverless computing can quickly run user applications and services regardless of the underlying server architecture.
Kan Ni +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 +2 more
doaj +1 more source
Carbon Catcher Design Report [PDF]
, 2020 Overview. The design of the overall Carbon Catcher project can be separated into four distinct systems, each of which is assigned a specialized committee. The committee names and responsibilities are listed below: Air Mover The overall goal for the Air
Barbakh, Ahmad +5 more
core +1 more source
Concurrency and Computation: Practice and Experience, Volume 38, Issue 3, February 2026.ABSTRACT Task‐based programming interfaces introduce a paradigm in which computations are decomposed into fine‐grained units of work known as “tasks”. StarPU is a runtime system originally developed to support task‐based parallelism on on‐premise heterogeneous architectures by abstracting low‐level hardware details and efficiently managing resource ...
Vanderlei Munhoz +5 more
wiley +1 more source
GPU-Enabled Serverless Workflows for Efficient Multimedia Processing
Applied Sciences, 2021 Serverless computing has introduced scalable event-driven processing in Cloud infrastructures. However, it is not trivial for multimedia processing to benefit from the elastic capabilities featured by serverless applications.
Sebastián Risco, Germán Moltó
doaj +1 more source
SEUSS: rapid serverless deployment using environment snapshots [PDF]
, 2019 Modern FaaS systems perform well in the case of repeat executions when function working sets stay small. However, these platforms are less effective when applied to more complex, large-scale and dynamic workloads.
Appavoo, Jonathan +5 more
core +1 more source
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 +5 more
wiley +1 more source