Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies
Summary: NEMO: a resource-aware optimizer for placement and replication of decomposable aggregation functions on volatile, resource-constrained geo-distributed fog/edge topologies. Leverages Euclidean embeddings and heuristics for million-node scale, adaptive constant-time re-optimization, lowering latency (up to 6x) and communication (up to 15x) while preventing node overload. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,192 | Performant Synchronization in Geo-Distributed Databases | 2026 | SIGMOD | 4.1945683e-05 |
| 10,263 | APEROL: Adaptive Parallel Edge-to-cloud Runtime Optimization for Layered Workflow Execution | 2026 | VLDB | 4.1945683e-05 |
| 10,274 | Incremental Stream Query Deployment under Continuous Infrastructure Changes in the Cloud-Edge Continuum | 2026 | VLDB | 4.1945683e-05 |
| 10,280 | Meerkat: Scalable, Network-Aware Failure Recovery for the Internet of Things | 2026 | VLDB | 4.1945683e-05 |
| 10,575 | Migration-Free Elastic Storage of Time Series in Apache IoTDB | 2025 | VLDB | 4.1945683e-05 |
| 10,815 | NeuroFlinkCEP: Neurosymbolic Complex Event Recognition Optimized across IoT Platforms | 2025 | VLDB | 4.1945683e-05 |
| 10,969 | Query Compilation Without Regrets | 2024 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,084 | Dhalion: Self-Regulating Stream Processing in Heron | 2017 | VLDB | 0.00014209714 |
| 5,427 | The NebulaStream Platform: Data and Application Management for the Internet of Things | 2020 | CIDR | 5.509468e-05 |
| 7,214 | Showcasing Data Management Challenges for Future IoT Applications with NebulaStream | 2023 | VLDB | 4.7988365e-05 |
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