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The NebulaStream Platform: Data and Application Management for the Internet of Things
Summary: NebulaStream: an end-to-end IoT data-management platform unifying fog, cloud, and sensor networks to handle highly distributed, heterogeneous, and dynamic compute and data. Supports diverse data/programming models beyond relational algebra, resilience to unreliable links, and continuous evolution for long-running IoT applications.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 386
- Venue
- CIDR
- Year
- 2020
- Pagerank
- 5.5041764e-05
- Overall Rank
- 5,438 | 62.21%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 23 of 23 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 3,463 |
Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies |
2024 |
VLDB |
7.0680037e-05 |
| 4,797 |
Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines |
2020 |
SIGMOD |
5.9101178e-05 |
| 5,741 |
Babelfish: Efficient Execution of Polyglot Queries |
2022 |
VLDB |
5.3450701e-05 |
| 6,311 |
VergeDB: A Database for IoT Analytics on Edge Devices |
2021 |
CIDR |
5.1112212e-05 |
| 6,649 |
Grizzly: Efficient Stream Processing Through Adaptive Query Compilation |
2020 |
SIGMOD |
4.9724735e-05 |
| 7,214 |
Showcasing Data Management Challenges for Future IoT Applications with NebulaStream |
2023 |
VLDB |
4.7942334e-05 |
| 7,702 |
ExDRa: Exploratory Data Science on Federated Raw Data |
2021 |
SIGMOD |
4.6689015e-05 |
| 8,021 |
Parallelizing Intra-Window Join on Multicores: An Experimental Study |
2021 |
SIGMOD |
4.600223e-05 |
| 9,191 |
POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance |
2024 |
VLDB |
4.3738237e-05 |
| 9,421 |
Declarative Data Serving: The Future of Machine Learning Inference on the Edge |
2021 |
VLDB |
4.3399748e-05 |
| 9,476 |
NebulaStream: An Extensible, High-Performance Streaming Engine for Multi-Modal Edge Applications |
2025 |
SIGMOD |
4.3300131e-05 |
| 9,856 |
Towards Unifying Query Interpretation and Compilation |
2023 |
CIDR |
4.2652623e-05 |
| 10,263 |
APEROL: Adaptive Parallel Edge-to-cloud Runtime Optimization for Layered Workflow Execution |
2026 |
VLDB |
4.1905499e-05 |
| 10,286 |
Incremental Stream Query Deployment under Continuous Infrastructure Changes in the Cloud-Edge Continuum |
2026 |
VLDB |
4.1905499e-05 |
| 10,292 |
Meerkat: Scalable, Network-Aware Failure Recovery for the Internet of Things |
2026 |
VLDB |
4.1905499e-05 |
| 10,492 |
Fast and Scalable Data Transfer Across Data Systems |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,624 |
Unraveling the Impact of Window Semantics: Optimizing Join Order for Efficient Stream Processing |
2025 |
VLDB |
4.1905499e-05 |
| 10,900 |
The Tipping Point of Edge-Cloud Data Management |
2024 |
CIDR |
4.1905499e-05 |
| 10,944 |
PECJ: Stream Window Join on Disorder Data Streams with Proactive Error Compensation |
2024 |
SIGMOD |
4.1905499e-05 |
| 10,965 |
Fault Tolerance Placement in the Internet of Things |
2024 |
SIGMOD |
4.1905499e-05 |
| 10,972 |
Query Compilation Without Regrets |
2024 |
SIGMOD |
4.1905499e-05 |
| 11,607 |
Demand-based Sensor Data Gathering with Multi-Query Optimization |
2020 |
VLDB |
4.1905499e-05 |
| 13,117 |
Mobility Stream Processing on NebulaStream and MEOS |
2025 |
SIGMOD |
- |
Outgoing Citations (Sorted by Pagerank)
Showing 12 of 12 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 59 |
Efficiently Compiling Efficient Query Plans for Modern Hardware |
2011 |
VLDB |
0.0006445664 |
| 191 |
The Design of the Borealis Stream Processing Engine |
2005 |
CIDR |
0.00035714897 |
| 1,751 |
Weld: A Common Runtime for High Performance Data Analytics |
2017 |
CIDR |
0.00010673874 |
| 2,355 |
An Intermediate Representation for Optimizing Machine Learning Pipelines |
2019 |
VLDB |
8.9727612e-05 |
| 2,616 |
Opening the Black Boxes in Data Flow Optimization |
2012 |
VLDB |
8.4457819e-05 |
| 2,823 |
Implicit Parallelism through Deep Language Embedding |
2015 |
SIGMOD |
8.0593793e-05 |
| 3,216 |
Frontier: Resilient Edge Processing for the Internet of Things |
2018 |
VLDB |
7.3675613e-05 |
| 4,490 |
Analyzing Efficient Stream Processing on Modern Hardware |
2019 |
VLDB |
6.137834e-05 |
| 5,094 |
The Case for Network-Accelerated Query Processing |
2019 |
CIDR |
5.6972533e-05 |
| 6,418 |
DPI: The Data Processing Interface for Modern Networks |
2019 |
CIDR |
5.063249e-05 |
| 6,760 |
AStream: Ad-hoc Shared Stream Processing |
2019 |
SIGMOD |
4.9304882e-05 |
| 11,748 |
Collaborative Edge and Cloud Neural Networks for Real-Time Video Processing |
2018 |
VLDB |
4.1905499e-05 |
Semantically Similar Papers
| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 4,240 |
Db2 Event Store: A Purpose-Built IoT Database Engine |
2020 |
VLDB |
6.3258697e-05 |
| 5,555 |
Network-Aware Query Processing for Stream-based Applications |
2004 |
VLDB |
5.4405244e-05 |
| 13,286 |
We do not have Systems for Analysing IoT Big-Data |
2020 |
CIDR |
- |
| 11,607 |
Demand-based Sensor Data Gathering with Multi-Query Optimization |
2020 |
VLDB |
4.1905499e-05 |
| 6,228 |
The Next Generation Operational Data Historian for IoT Based on Informix |
2014 |
SIGMOD |
5.1404266e-05 |
| 7,329 |
Streaming in a Connected World: Querying and Tracking Distributed Data Streams |
2007 |
SIGMOD |
4.7559363e-05 |
| 10,900 |
The Tipping Point of Edge-Cloud Data Management |
2024 |
CIDR |
4.1905499e-05 |
| 13,117 |
Mobility Stream Processing on NebulaStream and MEOS |
2025 |
SIGMOD |
- |
| 7,214 |
Showcasing Data Management Challenges for Future IoT Applications with NebulaStream |
2023 |
VLDB |
4.7942334e-05 |
| 9,476 |
NebulaStream: An Extensible, High-Performance Streaming Engine for Multi-Modal Edge Applications |
2025 |
SIGMOD |
4.3300131e-05 |