AI-enabled secure microservices in edge computing: Opportunities and challenges

F Al-Doghman, N Moustafa, I Khalil… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The paradigm of edge computing has formed an innovative scope within the domain of the
Internet of Things (IoT) through expanding the services of the cloud to the network edge to …

[HTML][HTML] The role of microservice approach in edge computing: Opportunities, challenges, and research directions

MD Hossain, T Sultana, S Akhter, MI Hossain, NT Thu… - ICT Express, 2023 - Elsevier
Edge computing has emerged as a promising computing paradigm that enables real-time
data processing and analysis closer to the data source and boosts decision-making …

FedMicro-IDA: A federated learning and microservices-based framework for IoT data analytics

SB Atitallah, M Driss, HB Ghezala - Internet of Things, 2023 - Elsevier
Abstract The Internet of Things (IoT) has recently proliferated in both size and complexity.
Using multi-source and heterogeneous IoT data aids in providing efficient data analytics for …

Microservice vulnerability analysis: A literature review with empirical insights

RK Jayalath, H Ahmad, D Goel, MS Syed… - IEEE Access, 2024 - ieeexplore.ieee.org
Microservice architectures are revolutionizing both small businesses and large corporations,
igniting a new era of innovation with their exceptional advantages in maintainability …

Reliable distributed systems: review of modern approaches

V Talaver, TA Vakaliuk - Journal of edge computing, 2023 - acnsci.org
Called on to refine service-oriented architecture, a new architectural pattern named
microservices emerged in the early two-thousands promising to speed up the delivery of …

Microservices for data analytics in IoT applications: current solutions, open challenges, and future research directions

SB Atitallah, M Driss, HB Ghzela - Procedia Computer Science, 2022 - Elsevier
The synergy between the Internet of Things (IoT) and big data technologies has resulted in
the great development of multiple smart applications in varied fields such as energy …

Combining API Patterns in Microservice Architectures: Performance and Reliability Analysis

A El Malki, U Zdun - 2023 IEEE International Conference on …, 2023 - ieeexplore.ieee.org
There are many challenges in maintaining the desired quality of service levels in modern
microservice and cloud applications. Numerous techniques and patterns, such as API Rate …

Distributed Service Choreography Framework for Interoperability Among Prosumers and Electric Power System

P Kannisto, E Gümrükcü, F Ponci, A Monti… - IEEE …, 2023 - ieeexplore.ieee.org
The electric power system is transforming from a strict hierarchy into a distributed scheme
that consists of prosumers and other service providers. Some services require interactions …

Edge-enabled zero trust architecture for ICPS with spatial and temporal granularity

W Lei, Z Pang, H Wen, W Hou… - 2023 IEEE 6th …, 2023 - ieeexplore.ieee.org
Motivated by the rapid advancement of industrial cyber-physical systems (ICPS) and rising
voices in favor of zero trust (ZT) security, in this paper, we present an edge-enabled zero …

Intelligent Microservices-based Approach to Support Data Analytics for IoT Applications

SB Atitallah - 2023 - theses.hal.science
The rapid development of the Internet of Things (IoT) has created a huge and complex
network of interlinked equipment generating massive amounts of data. To efficiently analyze …