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
- 2. Moshe Shadmon
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,028 | Consensus in Data Management: With Use Cases in Edge-Cloud and Blockchain Systems | 2024 | VLDB | 6.5149364e-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 |
|---|---|---|---|---|
| 363 | CockroachDB: The Resilient Geo-Distributed SQL Database | 2020 | SIGMOD | 0.00025750338 |
| 1,925 | Apache IoTDB: Time-series Database for Internet of Things | 2020 | VLDB | 0.00010073156 |
| 3,216 | Frontier: Resilient Edge Processing for the Internet of Things | 2018 | VLDB | 7.3675613e-05 |
| 3,763 | DPaxos: Managing Data Closer to Users for Low-Latency and Mobile Applications | 2018 | SIGMOD | 6.7762489e-05 |
| 5,438 | The NebulaStream Platform: Data and Application Management for the Internet of Things | 2020 | CIDR | 5.5041764e-05 |
| 5,572 | AnyLog: a Grand Unification of the Internet of Things | 2020 | CIDR | 5.4276288e-05 |
| 6,193 | SQLite: Past, Present, and Future | 2022 | VLDB | 5.1593011e-05 |
| 6,311 | VergeDB: A Database for IoT Analytics on Edge Devices | 2021 | CIDR | 5.1112212e-05 |
| 7,068 | SwissQM: Next Generation Data Processing in Sensor Networks | 2007 | CIDR | 4.8380576e-05 |
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| Overall Rank | Paper | Year | Venue | Pagerank |
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| 8,150 | Cloud Databases: New Techniques, Challenges, and Opportunities | 2022 | VLDB | 4.5714701e-05 |
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| 4,240 | Db2 Event Store: A Purpose-Built IoT Database Engine | 2020 | VLDB | 6.3258697e-05 |
| 5,438 | The NebulaStream Platform: Data and Application Management for the Internet of Things | 2020 | CIDR | 5.5041764e-05 |
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| 6,311 | VergeDB: A Database for IoT Analytics on Edge Devices | 2021 | CIDR | 5.1112212e-05 |