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 …

A survey of mobility-aware multi-access edge computing: Challenges, use cases and future directions

R Singh, R Sukapuram, S Chakraborty - Ad Hoc Networks, 2023 - Elsevier
Many mobile and pervasive applications avail cloud services to reduce overheads in on-
device computation. The performance of these services depends on the available bandwidth …

faas‐sim: A trace‐driven simulation framework for serverless edge computing platforms

P Raith, T Rausch, A Furutanpey… - Software: Practice and …, 2023 - Wiley Online Library
This paper presents faas‐sim, a simulation framework tailored to serverless edge computing
platforms. In serverless computing, platform operators are tasked with efficiently managing …

GNN at the edge: Cost-efficient graph neural network processing over distributed edge servers

L Zeng, C Yang, P Huang, Z Zhou… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Edge intelligence has arisen as a promising computing paradigm for supporting
miscellaneous smart applications that rely on machine learning techniques. While the …

Towards performance clarity of edge video analytics

Z **ao, Z **a, H Zheng, BY Zhao… - 2021 IEEE/ACM …, 2021 - ieeexplore.ieee.org
Edge video analytics is becoming the solution to many safety and management tasks. Its
wide deployment, however, must first address the tension between inference accuracy and …

Service placement for collaborative edge applications

L Wang, L Jiao, T He, J Li, H Bal - IEEE/ACM Transactions on …, 2020 - ieeexplore.ieee.org
Edge computing is emerging as a promising computing paradigm for supporting next-
generation applications that rely on low-latency network connections in the Internet-of …

Data Storage at the Edge: Challenges and Opportunities

G Yadgar, O Kolosov - IEEE BITS the Information Theory …, 2024 - ieeexplore.ieee.org
Edge systems are envisioned to provide storage and compute infrastructure at
interoperating edge nodes located near the user. An edge node is orders-of-magnitude …

PASE: Pro-active service embedding in the mobile edge

O Kolosov, G Yadgar, D Breitgand… - Journal of Network and …, 2025 - Springer
Mobile edge computing offers ultra-low latency, high bandwidth, and high reliability. Thus, it
can support a plethora of emerging services that can be placed in close proximity to the …

Theory vs. practice in modeling edge storage systems

O Kolosov, MF Aktaş, E Soljanin… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Edge systems promise to bring data and computing closer to the users of time-critical
applications. Specifically, edge storage systems are emerging as a new system paradigm …

QoS-aware edge AI placement and scheduling with multiple implementations in FaaS-based edge computing

N Hudson, H Khamfroush, M Baughman… - Future Generation …, 2024 - Elsevier
Resource constraints on the computing continuum require that we make smart decisions for
serving AI-based services at the network edge. AI-based services typically have multiple …