The Tipping Point of Edge-Cloud Data Management
Summary: Five-year industry-grounded study of AnyLog, a deployed edge–cloud DB across IoT/smart-city partners, exposing real-world adoption barriers, workload patterns, and operational tradeoffs (consistency, placement, cost, trust). Extracts design patterns and a “tipping point” for when edge distribution yields net benefit. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Faisal Nawab (University of California Irvine)
- 2. Moshe Shadmon (AnyLog)
BibTeX Citation
@inproceedings{nawab_cidr24,
address = {Amsterdam, Netherlands},
series = {{CIDR} '24},
title = {{The Tipping Point of Edge-Cloud Data Management}},
booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
author = {Nawab, Faisal and Shadmon, Moshe},
year = {2024}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,689 | Consensus in Data Management: With Use Cases in Edge-Cloud and Blockchain Systems | 2024 | VLDB | 6.0327167e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 185 | CockroachDB: The Resilient Geo-Distributed SQL Database | 2020 | SIGMOD | 0.00026060465 |
| 1,638 | Apache IoTDB: Time-series Database for Internet of Things | 2020 | VLDB | 0.00010009319 |
| 3,119 | DPaxos: Managing Data Closer to Users for Low-Latency and Mobile Applications | 2018 | SIGMOD | 7.6286213e-05 |
| 3,370 | Frontier: Resilient Edge Processing for the Internet of Things | 2018 | VLDB | 7.3660727e-05 |
| 4,760 | SQLite: Past, Present, and Future | 2022 | VLDB | 6.4288554e-05 |
| 5,349 | The NebulaStream Platform: Data and Application Management for the Internet of Things | 2020 | CIDR | 6.1679453e-05 |
| 5,643 | AnyLog: a Grand Unification of the Internet of Things | 2020 | CIDR | 6.0518163e-05 |
| 6,192 | VergeDB: A Database for IoT Analytics on Edge Devices | 2021 | CIDR | 5.8540507e-05 |
| 7,280 | SwissQM: Next Generation Data Processing in Sensor Networks | 2007 | CIDR | 5.5645528e-05 |
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