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)

Paper ID: 13232
Venue: VLDB
Year: 2023
Pagerank: 4.7988365e-05
Overall Rank: 7,214 | 49.82%
DOI: 10.14778/3611540.3611588

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
3,458	Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies	2024	VLDB	7.0748084e-05
9,650	Dynamic Graph Databases with Out-of-order Updates	2024	VLDB	4.3109001e-05
10,263	APEROL: Adaptive Parallel Edge-to-cloud Runtime Optimization for Layered Workflow Execution	2026	VLDB	4.1945683e-05
10,426	Catching up with Disorder: Dynamic Graphs with Out-of-Order Updates	2025	SIGMOD	4.1945683e-05
10,962	Fault Tolerance Placement in the Internet of Things	2024	SIGMOD	4.1945683e-05

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
3,210	Frontier: Resilient Edge Processing for the Internet of Things	2018	VLDB	7.3746627e-05
3,967	Apache IoTDB: A Time Series Database for IoT Applications	2023	SIGMOD	6.5796647e-05
5,427	The NebulaStream Platform: Data and Application Management for the Internet of Things	2020	CIDR	5.509468e-05
5,731	Babelfish: Efficient Execution of Polyglot Queries	2022	VLDB	5.3502065e-05
6,648	Grizzly: Efficient Stream Processing Through Adaptive Query Compilation	2020	SIGMOD	4.9771723e-05
9,857	Towards Unifying Query Interpretation and Compilation	2023	CIDR	4.269353e-05

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