Showcasing Data Management Challenges for Future IoT Applications with NebulaStream
Summary: IoTropolis simulation highlights three core data-management challenges for unified fog–cloud IoT: device heterogeneity, elastic locality-aware resource orchestration, and low-latency distributed stream processing via eHealth and Smart Grid scenarios. Demonstrates NebulaStream’s architecture/runtime to address them interactively. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Aljoscha Lepping (Technical University of Berlin)
- 2. Hoang Mi Pham (Technical University of Berlin)
- 3. Laura Mons (Technical University of Berlin)
- 4. Balint Rueb (Technical University of Berlin)
- 5. Ankit Chaudhary (Technical University of Berlin)
- 6. Philipp M. Grulich (Technical University of Berlin)
- 7. Steffen Zeuch (Technical University of Berlin)
- 8. Volker Markl (German National Research Center for Information Technology; Technical University of Berlin)
BibTeX Citation
@article{lepping_vldb23,
title = {{Showcasing Data Management Challenges for Future IoT Applications with NebulaStream}},
author = {Lepping, Aljoscha and Pham, Hoang Mi and Mons, Laura and Rueb, Balint and Chaudhary, Ankit and Grulich, Philipp M. and Zeuch, Steffen and Markl, Volker},
journal = {PVLDB},
series = {{VLDB} '23},
volume = {16},
number = {12},
pages = {3930--3933},
doi = {10.14778/3611540.3611588},
url = {https://doi.org/10.14778/3611540.3611588},
year = {2023}
}Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,613 | Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies | 2024 | VLDB | 6.5016725e-05 |
| 9,964 | Dynamic Graph Databases with Out-of-order Updates | 2024 | VLDB | 5.1038322e-05 |
| 10,733 | APEROL: Adaptive Parallel Edge-to-cloud Runtime Optimization for Layered Workflow Execution | 2026 | VLDB | 4.9793485e-05 |
| 11,140 | Catching up with Disorder: Dynamic Graphs with Out-of-Order Updates | 2025 | SIGMOD | 4.9793485e-05 |
| 11,521 | Fault Tolerance Placement in the Internet of Things | 2024 | SIGMOD | 4.9793485e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,370 | Frontier: Resilient Edge Processing for the Internet of Things | 2018 | VLDB | 7.3695613e-05 |
| 3,622 | Apache IoTDB: A Time Series Database for IoT Applications | 2023 | SIGMOD | 7.1536644e-05 |
| 5,230 | Babelfish: Efficient Execution of Polyglot Queries | 2022 | VLDB | 6.2189001e-05 |
| 5,343 | The NebulaStream Platform: Data and Application Management for the Internet of Things | 2020 | CIDR | 6.1708665e-05 |
| 6,441 | Grizzly: Efficient Stream Processing Through Adaptive Query Compilation | 2020 | SIGMOD | 5.7834762e-05 |
| 10,193 | Towards Unifying Query Interpretation and Compilation | 2023 | CIDR | 5.0633497e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 12,284 | VisualCloud Demonstration: A DBMS for Virtual Reality | 2017 | SIGMOD |
| 2 | 7,031 | The Next Generation Operational Data Historian for IoT Based on Informix | 2014 | SIGMOD |
| 3 | 12,245 | Collaborative Edge and Cloud Neural Networks for Real-Time Video Processing | 2018 | VLDB |
| 4 | 13,789 | We do not have Systems for Analysing IoT Big-Data | 2020 | CIDR |
| 5 | 7,149 | An Integration Framework for Sensor Networks and Data Stream Management Systems | 2004 | VLDB |
| 6 | 11,467 | The Tipping Point of Edge-Cloud Data Management | 2024 | CIDR |
| 7 | 1,637 | Apache IoTDB: Time-series Database for Internet of Things | 2020 | VLDB |
| 8 | 13,630 | Mobility Stream Processing on NebulaStream and MEOS | 2025 | SIGMOD |
| 9 | 7,370 | NebulaStream: An Extensible, High-Performance Streaming Engine for Multi-Modal Edge Applications | 2025 | SIGMOD |
| 10 | 5,343 | The NebulaStream Platform: Data and Application Management for the Internet of Things | 2020 | CIDR |