Programming for high-performance computing on edge accelerators

P Kang - Mathematics, 2023 - mdpi.com
The field of edge computing has grown considerably over the past few years, with
applications in artificial intelligence and big data processing, particularly due to its powerful …

Performance evaluation of ai algorithms on heterogeneous edge devices for manufacturing

B Rupprecht, D Hujo… - 2022 IEEE 18th …, 2022 - ieeexplore.ieee.org
Novel Artificial Intelligence (AI) approaches try to process an excessive amount of field-level
data. However, challenges arise as network bandwidth is limited, and thus this data cannot …

A game theoretical balancing approach for offloaded tasks in edge datacenters

H Lu, G Xu, CW Sung, S Mostafa… - 2022 IEEE 42nd …, 2022 - ieeexplore.ieee.org
Edge computing is the next-generation computing paradigm that brings the processing
capability closer to the location where it is needed. 5G and beyond 5G aim to achieve …

[HTML][HTML] LwHBench: A low-level hardware component benchmark and dataset for Single Board Computers

PMS Sánchez, JMJ Valero, AH Celdrán, G Bovet… - Internet of Things, 2023 - Elsevier
In today's computing environment, where Artificial Intelligence (AI) and data processing are
moving toward the Internet of Things (IoT) and Edge computing paradigms, benchmarking …

TLS protocol analysis using IoTST—An IoT benchmark based on scheduler traces

R Salles, R Farias - Sensors, 2023 - mdpi.com
The Internet of Things (IoT) envisions billions of everyday objects sharing information. As
new devices, applications and communication protocols are proposed for the IoT context …

A survey of faults and fault-injection techniques in edge computing systems

M Pourreza, P Narasimhan - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Edge computing has emerged in recent years to reduce latency, conserve bandwidth, and
enhance privacy for applications. As more edge computing applications are being deployed …

Edge workload trace gathering and analysis for benchmarking

K Toczé, N Schmitt, U Kargén, A Aral… - 2022 IEEE 6th …, 2022 - ieeexplore.ieee.org
The emerging field of edge computing is suffering from a lack of representative data to
evaluate rapidly introduced new algorithms or techniques. That is a critical issue as this …

Optimizing heterogeneous task allocation for edge compute micro clusters using pso metaheuristic

Y Alhaizaey, J Singer… - 2022 Seventh International …, 2022 - ieeexplore.ieee.org
Optimised task allocation is essential for efficient and effective edge computing; however,
task allocation differs in edge systems compared to the powerful centralised cloud data …

MicroVM on Edge: Is It Ready for Prime Time?

K Lee, B Tak - 2023 31st International Symposium on Modeling …, 2023 - ieeexplore.ieee.org
Container virtualization is recognized as indispensable for realizing the vision of edge
computing due to its advantages. However, OS-level virtualization suffers from a relatively …

EVMTracer: Dynamic Analysis of the Parallelization and Redundancy Potential in the Ethereum Virtual Machine

X Hu, B Burgstaller, B Scholz - IEEE Access, 2023 - ieeexplore.ieee.org
Ethereum is one of the first blockchains executing smart contracts, ie, financial applications
directly executed on the ledger using a virtual machine. High transaction volumes caused by …