Serverless on machine learning: A systematic mapping study
Machine Learning Operations (MLOps) is an approach to managing the entire lifecycle of a
machine learning model. It has evolved over the last years and has started attracting many …
machine learning model. It has evolved over the last years and has started attracting many …
Auto-scaling mechanisms in serverless computing: A comprehensive review
M Tari, M Ghobaei-Arani, J Pouramini… - Computer Science …, 2024 - Elsevier
The auto-scaling feature is fundamental to serverless computing, and it automatically allows
applications to scale as needed. Hence, this allows applications to be configured to adapt to …
applications to scale as needed. Hence, this allows applications to be configured to adapt to …
Kubernetes distributions for the edge: serverless performance evaluation
V Kjorveziroski, S Filiposka - The Journal of Supercomputing, 2022 - Springer
Serverless computing, especially when deployed at the edge of the network, is seen as an
enabling technology for the future development of more complex Internet of Things systems …
enabling technology for the future development of more complex Internet of Things systems …
Analyzing tail latency in serverless clouds with stellar
Serverless computing has seen rapid adoption because of its instant scalability, flexible
billing model, and economies of scale. In serverless, developers structure their applications …
billing model, and economies of scale. In serverless, developers structure their applications …
WebAssembly as an enabler for next generation serverless computing
V Kjorveziroski, S Filiposka - Journal of Grid Computing, 2023 - Springer
WebAssembly is a new binary instruction format and runtime environment capable of
executing both client side and server side workloads. With its numerous advantages …
executing both client side and server side workloads. With its numerous advantages …
Event-driven serverless pipelines for video coding and quality metrics
W Moina-Rivera, M Garcia-Pineda, JM Claver… - Journal of Grid …, 2023 - Springer
Nowadays, the majority of Internet traffic is multimedia content. Video streaming services are
in high demand by end users and use HTTP Adaptive Streaming (HAS) as transmission …
in high demand by end users and use HTTP Adaptive Streaming (HAS) as transmission …
Benchfaas: Benchmarking serverless functions in an edge computing network testbed
The serverless computing model has evolved as one of the key solutions in the cloud for fast
autoscaling and capacity planning. In edge computing environments, however, the …
autoscaling and capacity planning. In edge computing environments, however, the …
Serverless computing approach for deploying machine learning applications in edge layer
Serverless computing-a stateless cloud computing model, is an emerging solution that has
shown significant benefits to efficiency and cost for event-driven applications in the cloud …
shown significant benefits to efficiency and cost for event-driven applications in the cloud …
Efficiency in the serverless cloud paradigm: A survey on the reusing and approximation aspects
C Denninnart, T Chanikaphon… - Software: Practice and …, 2023 - Wiley Online Library
Serverless computing along with Function‐as‐a‐Service (FaaS) is forming a new computing
paradigm that is anticipated to found the next generation of cloud systems. The popularity of …
paradigm that is anticipated to found the next generation of cloud systems. The popularity of …
Workflow aware analytical model to predict performance and cost of serverless execution
Serverless computing has emerged as a powerful deployment model based on the Function‐
as‐a‐Service (FaaS) paradigm, where applications are orchestrated through a set of …
as‐a‐Service (FaaS) paradigm, where applications are orchestrated through a set of …