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Incremental Stream Query Deployment under Continuous Infrastructure Changes in the Cloud-Edge Continuum

Summary: Handles volatile cloud-edge DSPE mappings by incrementally redeploying only affected operators upon node joins/leaves/moves to avoid full-query restarts and data loss. ISQD uses greedy affected-operator selection, ad-hoc state-migration queries and reconfiguration markers, achieving up to 7.5× lower deployment and 39× lower event-time latency. (summarized by gpt-5-mini on Mar 13 2026)

Paper ID
14312
Venue
VLDB
Year
2026
Pagerank
4.1945683e-05
Overall Rank
10,274 | 28.53%
DOI
10.14778/3773749.3773759

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Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
10,280 Meerkat: Scalable, Network-Aware Failure Recovery for the Internet of Things 2026 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 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
3,458 Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies 2024 VLDB 7.0748084e-05
3,550 Chi: A Scalable and Programmable Control Plane for Distributed Stream Processing Systems 2018 VLDB 6.9843512e-05
3,761 Dynamic Plan Migration for Continuous Queries Over Data Streams 2004 SIGMOD 6.7804871e-05
4,044 Megaphone: Latency-conscious state migration for distributed streaming dataflows 2019 VLDB 6.4995312e-05
4,488 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 6.145117e-05
4,795 Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines 2020 SIGMOD 5.9158043e-05
4,870 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 5.8613885e-05
5,427 The NebulaStream Platform: Data and Application Management for the Internet of Things 2020 CIDR 5.509468e-05
6,759 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 4.9352213e-05
7,704 ExDRa: Exploratory Data Science on Federated Raw Data 2021 SIGMOD 4.6733838e-05
8,075 AJoin: Ad-hoc Stream Joins at Scale 2020 VLDB 4.5917655e-05
8,293 Challenges and Opportunities for Autonomous Vehicle Query Systems 2021 CIDR 4.5435639e-05
10,482 Fast and Scalable Data Transfer Across Data Systems 2025 SIGMOD 4.1945683e-05
10,962 Fault Tolerance Placement in the Internet of Things 2024 SIGMOD 4.1945683e-05
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