mlsanityData to 14 Oct 2026

From Cloud to Edge: A First Look at Public Edge Platforms

arXiv 2109.03395 ↗First posted 8 Sep 2021cs.NIcited by 9

Not on the map. Why?

Abstract (arXiv)

Public edge platforms have drawn increasing attention from both academia and industry. In this study, we perform a first-of-its-kind measurement study on a leading public edge platform that has been densely deployed in China. Based on this measurement, we quantitatively answer two critical yet unexplored questions. First, from end users' perspective, what is the performance of commodity edge platforms compared to cloud, in terms of the end-to-end network delay, throughput, and the application QoE. Second, from the edge service provider's perspective, how are the edge workloads different from cloud, in terms of their VM subscription, monetary cost, and resource usage. Our study quantitatively reveals the status quo of today's public edge platforms, and provides crucial insights towards developing and operating future edge services.

Key facts. Cited by 9 papers in the map (data through 14 Oct 2026). First posted on arXiv 8 Sep 2021.

Builds on

No reference list yet.

Built on by

Cited by year (2026 to 14 Oct)

Citing papers per year: 2022: 5; 2023: 2; 2024: 1; 2025: 0; 2026: 1.

9 papers.