Distributed serverless computing orchestration based on finite automaton

V Maslov, A Petrashenko - Advances in Computer Science for Engineering …, 2021 - Springer
This paper describes a method of orchestration and choreography of individual FaaS
functions using a control-flow graph and execution based on a finite automaton. Such …

[PDF][PDF] Memory sharing in cloud servers

Y Ge - 2023 - eprints.qut.edu.au
This thesis studies memory sharing systematically for handling memory overload of physical
machines in over-committed cloud data centres. It develops two frameworks for instant …

Comprehensive Review on Machine Learning Applications in Cloud Computing

S Zende, T Singh… - International Journal of …, 2024 - ijircst.irpublications.org
Cloud computing provides on-demand access to a variety of processing, storage, and
network resources. Over the past few years, cloud computing has become a widely accepted …

AI Driven Load Distribution for Federated Network on Electronic Health Records

S Suryanarayanaraju, MC Naik… - Algorithms in Advanced …, 2024 - taylorfrancis.com
The enormous of Electronic Health Records is a norm to represent health data in the digital
world. As the volume records continues to grow, managing tasks based on factors like …

Load Balancing of Cloud Resources for Real-Time Tasks Management using Deep Learning

S Yadav, B Goel - 2023 International Conference on Distributed …, 2023 - ieeexplore.ieee.org
Cloud computing is an emerging technology that improves the efficiency of computers by
sharing their resources. New cloud-based apps mean more work for existing servers …

[PDF][PDF] Echoing the Future: On-Device Machine Learning in Next-Generation Networks-A Comprehensive Survey

HB Pasandi, FB Pasandi, F Parastar, A Moradbeikie… - researchgate.net
On-device Machine Learning (on-deviceML) is the concept of bringing Machine Learning
models to the constraint device itself and making it smarter. Tiny Machine Learning (TinyML) …

[PDF][PDF] On-device ML For the Current and the Emerging Networks: A Survey on Current Approaches and Challenges

F Parastar, M Sepahi, M Moudi - researchgate.net
According to predictions, the number of connected devices to a network has reached an all-
time high, resulting in higher traffic and network density. That is why we want smarter and …

Optimization of Network Transmission of Multimedia Data Stream in a Cloud System

VV Izvozchikova, MA Tokareva… - … Symposium on Computer …, 2020 - Springer
High network bandwidth requirements for transmitting multimedia data and models affect the
speed of data transfer from the server to the user. Optimizing the transfer of multimedia data …