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 |
|---|---|---|---|---|
| 5,559 | Consensus in Data Management: With Use Cases in Edge-Cloud and Blockchain Systems | 2024 | VLDB | 6.1741042e-05 |
Previous
Page 1 / 1
Next
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 |
|---|---|---|---|---|
| 208 | CockroachDB: The Resilient Geo-Distributed SQL Database | 2020 | SIGMOD | 0.00024968157 |
| 1,608 | Apache IoTDB: Time-series Database for Internet of Things | 2020 | VLDB | 0.00010227331 |
| 3,306 | Frontier: Resilient Edge Processing for the Internet of Things | 2018 | VLDB | 7.5387095e-05 |
| 3,419 | DPaxos: Managing Data Closer to Users for Low-Latency and Mobile Applications | 2018 | SIGMOD | 7.4285044e-05 |
| 5,215 | The NebulaStream Platform: Data and Application Management for the Internet of Things | 2020 | CIDR | 6.3124972e-05 |
| 5,284 | SQLite: Past, Present, and Future | 2022 | VLDB | 6.2827906e-05 |
| 5,543 | AnyLog: a Grand Unification of the Internet of Things | 2020 | CIDR | 6.1800731e-05 |
| 6,061 | VergeDB: A Database for IoT Analytics on Edge Devices | 2021 | CIDR | 5.9910733e-05 |
| 7,130 | SwissQM: Next Generation Data Processing in Sensor Networks | 2007 | CIDR | 5.694968e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 3,793 | Apache IoTDB: A Time Series Database for IoT Applications | 2023 | SIGMOD |
| 2 | 3,614 | Cloudy with High Chance of DBMS: A 10-year Prediction for Enterprise-Grade ML | 2020 | CIDR |
| 3 | 7,901 | Cloud Databases: New Techniques, Challenges, and Opportunities | 2022 | VLDB |
| 4 | 7,369 | SmartBench: A Benchmark For Data Management In Smart Spaces | 2020 | VLDB |
| 5 | 1,576 | Data Markets in the Cloud: An Opportunity for the Database Community | 2011 | VLDB |
| 6 | 3,692 | Db2 Event Store: A Purpose-Built IoT Database Engine | 2020 | VLDB |
| 7 | 5,215 | The NebulaStream Platform: Data and Application Management for the Internet of Things | 2020 | CIDR |
| 8 | 9,566 | Declarative Data Serving: The Future of Machine Learning Inference on the Edge | 2021 | VLDB |
| 9 | 1,608 | Apache IoTDB: Time-series Database for Internet of Things | 2020 | VLDB |
| 10 | 6,061 | VergeDB: A Database for IoT Analytics on Edge Devices | 2021 | CIDR |