Serverless computing for Internet of Things: A systematic literature review

GAS Cassel, VF Rodrigues, R da Rosa Righi… - Future Generation …, 2022 - Elsevier
Serverless computing, or Function as a Service (FaaS), represents a research trend where
applications are built and deployed as a group of stateless functions. Although initially …

Iot serverless computing at the edge: A systematic mapping review

V Kjorveziroski, S Filiposka, V Trajkovik - Computers, 2021 - mdpi.com
Serverless computing is a new concept allowing developers to focus on the core
functionality of their code, while abstracting away the underlying infrastructure. Even though …

Container placement and migration in edge computing: Concept and scheduling models

O Oleghe - IEEE Access, 2021 - ieeexplore.ieee.org
Containers are a form of software virtualization, rapidly becoming the de facto way of
providing edge computing services. Research on container-based edge computing is …

Model-driven cluster resource management for ai workloads in edge clouds

Q Liang, WA Hanafy, A Ali-Eldin, P Shenoy - ACM Transactions on …, 2023 - dl.acm.org
Since emerging edge applications such as Internet of Things (IoT) analytics and augmented
reality have tight latency constraints, hardware AI accelerators have been recently proposed …

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 …

Webassembly orchestration in the context of serverless computing

V Kjorveziroski, S Filiposka - Journal of Network and Systems …, 2023 - Springer
Recent WebAssembly advancements including better programming language support and
the introduction of both the WebAssembly System Interface, and the WebAssembly …

OsmoticGate: Adaptive Edge-Based Real-Time Video Analytics for the Internet of Things

B Qian, Z Wen, J Tang, Y Yuan… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Edge computing has gained momentum in recent years, and can provide more immediate
analysis of streaming video data. However, the edge devices often lack the computing …

[HTML][HTML] Load balancing for heterogeneous serverless edge computing: A performance-driven and empirical approach

MS Aslanpour, AN Toosi, MA Cheema… - Future Generation …, 2024 - Elsevier
Serverless edge systems simplify the deployment of real-time AI-based Internet of Things
(IoT) applications at the edge. However, the heterogeneity of edge computing nodes–in …

Microservice-based edge device architecture for video analytics

SY Jang, B Kostadinov, D Lee - 2021 IEEE/ACM Symposium on Edge …, 2021 - computer.org
With today's ubiquitous deployment of video cameras and other edge devices, progress in
edge computing is happening at an incredible speed. Yet, one aspect of real-time video …

Real-world graph convolution networks (rw-gcns) for action recognition in smart video surveillance

J Sanchez, C Neff, H Tabkhi - 2021 ieee/acm symposium on …, 2021 - ieeexplore.ieee.org
Action recognition is a key algorithmic part of emerging on-the-edge smart video
surveillance and security systems. Skeleton-based action recognition is an attractive …