Resource management in fog/edge computing: a survey on architectures, infrastructure, and algorithms

CH Hong, B Varghese - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
Contrary to using distant and centralized cloud data center resources, employing
decentralized resources at the edge of a network for processing data closer to user devices …

[HTML][HTML] A survey on hardware accelerators: Taxonomy, trends, challenges, and perspectives

B Peccerillo, M Mannino, A Mondelli… - Journal of Systems …, 2022 - Elsevier
In recent years, the limits of the multicore approach emerged in the so-called “dark silicon”
issue and diminishing returns of an ever-increasing core count. Hardware manufacturers …

A survey on edge performance benchmarking

B Varghese, N Wang, D Bermbach, CH Hong… - ACM Computing …, 2021 - dl.acm.org
Edge computing is the next Internet frontier that will leverage computing resources located
near users, sensors, and data stores to provide more responsive services. Therefore, it is …

Multi-tier GPU virtualization for deep learning in cloud-edge systems

J Kennedy, V Sharma, B Varghese… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Accelerator virtualization offers several advantages in the context of cloud-edge computing.
Relatively weak user devices can enhance performance when running workloads by …

Cost-aware workflow offloading in edge-cloud computing using a genetic algorithm

S Abdi, M Ashjaei, S Mubeen - The Journal of Supercomputing, 2024 - Springer
The edge-cloud computing continuum effectively uses fog and cloud servers to meet the
quality of service (QoS) requirements of tasks when edge devices cannot meet those …

[PDF][PDF] Fog computing architecture, application and resource allocation: a review

S Rahul, R Aron - CEUR Workshops, 2021 - academia.edu
Fog Computing, may be considered as Edge Computing which expands Cloud Computing
model while improving efficiency, and lowers latency. Fog computing is used to keep up day …

Strategies for assuring low latency, scalability and interoperability in edge computing and TSN networks for critical IIoT services

DL Gomez, GA Montoya, C Lozano-Garzon… - IEEE …, 2023 - ieeexplore.ieee.org
In recent years, there has been an exponential growth of IoT (Internet of Things) devices in
the market and increasingly, they are being part of critical mission functionalities for many …

An SDN-based solution for horizontal auto-scaling and load balancing of transparent VNF clusters

A Llorens-Carrodeguas, I Leyva-Pupo… - Sensors, 2021 - mdpi.com
This paper studies the problem of the dynamic scaling and load balancing of transparent
virtualized network functions (VNFs). It analyzes different particularities of this problem, such …

[PDF][PDF] A survey on edge benchmarking

B Varghese, N Wang, D Bermbach… - arXiv preprint arXiv …, 2020 - academia.edu
The computing landscape has significantly changed over the last three decades–loosely
coupled and geographically dispersed systems started replacing tightly coupled monolithic …

AVEC: accelerator virtualization in cloud-edge computing for deep learning libraries

J Kennedy, B Varghese… - 2021 IEEE 5th International …, 2021 - ieeexplore.ieee.org
Edge computing offers the distinct advantage of harnessing compute capabilities on
resources located at the edge of the network to run workloads of relatively weak user …