A Survey on Collaborative Learning for Intelligent Autonomous Systems

JCSD Anjos, KJ Matteussi, FC Orlandi… - ACM Computing …, 2023 - dl.acm.org
This survey examines approaches to promote Collaborative Learning in distributed systems
for emergent Intelligent Autonomous Systems (IAS). The study involves a literature review of …

[HTML][HTML] A systematic literature review and future perspectives for handling big data analytics in COVID-19 diagnosis

N Tenali, GRM Babu - New Generation Computing, 2023 - Springer
In today's digital world, information is growing along with the expansion of Internet usage
worldwide. As a consequence, bulk of data is generated constantly which is known to be …

Entropy to mitigate non-IID data problem on Federated Learning for the Edge Intelligence environment

FC Orlandi, JCS Dos Anjos, JFP Santana… - IEEE …, 2023 - ieeexplore.ieee.org
Machine Learning (ML) algorithms process input data making it possible to recognize and
extract patterns from a large data volume. Likewise, Internet of Things (IoT) devices provide …

[HTML][HTML] An assurance process for Big Data trustworthiness

M Anisetti, CA Ardagna, F Berto - Future Generation Computer Systems, 2023 - Elsevier
Modern (industrial) domains are based on large digital ecosystems where huge amounts of
data and information need to be collected, shared, and analyzed by multiple actors working …

Big data for the comprehensive data analysis of IT organizations

S Madugula, S Pratapagiri, MSB Phridviraj… - The Journal of High …, 2023 - Elsevier
Businesses have begun using IT apps for a variety of reasons in recent years. The rapid
advancement of new technologies has opened up vast prospects for businesses to digitise …

An Alternative to FaaS Cold Start Latency of Low Request Frequency Applications

POF Dos Santos, HJ de Moura Costa… - 2023 3rd …, 2023 - ieeexplore.ieee.org
Serverless applications are those that do not require the developer to provide or manage
any servers. The developer can focus on core product logic and development and just …

Hybrid Load Balancing Strategy for Cloud Data Centers with Novel Performance Evaluation Strategy

NS Dey, HKR Sangaraju - International Journal of Intelligent Systems and …, 2023 - ijisae.org
Data center workload allocation and resource utilization have been challenged by rising
cloud service demand. Load balancing ensures resource allocation, response time …

Container Division and Optimization (CDO) Algorithm for Secured Job Processing in Cloud

S Muthakshi, K Mahesh - … Conference on Recent Innovations in Computing …, 2023 - Springer
Generally, container resource allocation and job scheduling are the major concern in cloud
computing. To produce proper cloud virtualization and to perform an exact allocation …