AI for next generation computing: Emerging trends and future directions
Autonomic computing investigates how systems can achieve (user) specified “control”
outcomes on their own, without the intervention of a human operator. Autonomic computing …
outcomes on their own, without the intervention of a human operator. Autonomic computing …
[HTML][HTML] Modern computing: Vision and challenges
Over the past six decades, the computing systems field has experienced significant
transformations, profoundly impacting society with transformational developments, such as …
transformations, profoundly impacting society with transformational developments, such as …
The state of serverless applications: Collection, characterization, and community consensus
Over the last five years, all major cloud platform providers have increased their serverless
offerings. Many early adopters report significant benefits for serverless-based over …
offerings. Many early adopters report significant benefits for serverless-based over …
Sizeless: Predicting the optimal size of serverless functions
Serverless functions are an emerging cloud computing paradigm that is being rapidly
adopted by both industry and academia. In this cloud computing model, the provider …
adopted by both industry and academia. In this cloud computing model, the provider …
Serverless computing: What it is, and what it is not?
Serverless Computing: What It Is, and What It Is Not? Page 1 FULL AUTOMATION OF IT
infrastructure and the delivery of efficient IT operations as billed services have been long-standing …
infrastructure and the delivery of efficient IT operations as billed services have been long-standing …
Flox: Federated learning with faas at the edge
Federated learning (FL) is a technique for distributed machine learning that enables the use
of siloed and distributed data. With FL, individual machine learning models are trained …
of siloed and distributed data. With FL, individual machine learning models are trained …
A case study on the stability of performance tests for serverless applications
Context: While in serverless computing, application resource management and operational
concerns are generally delegated to the cloud provider, ensuring that serverless …
concerns are generally delegated to the cloud provider, ensuring that serverless …
A structured literature review approach to define serverless computing and function as a service
J Manner - 2023 IEEE 16th International Conference on Cloud …, 2023 - ieeexplore.ieee.org
Nearly a decade ago, the emergence of an event-driven computing model attracted a lot of
attention in industry and academia. This new computing concept has been described with a …
attention in industry and academia. This new computing concept has been described with a …
Standards‐based modeling and deployment of serverless function orchestrations using BPMN and TOSCA
Abstract Function‐as‐a‐Service (FaaS) is a cloud service model enabling to implement
serverless applications for a variety of use cases. These range from scheduled calls of …
serverless applications for a variety of use cases. These range from scheduled calls of …
Rural AI: Serverless-powered federated learning for remote applications
With increasing connectivity to support digital services in urban areas, there is a realization
that demand for offering similar capability in rural communities is still limited. To unlock the …
that demand for offering similar capability in rural communities is still limited. To unlock the …