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Meerkat: Scalable, Network-Aware Failure Recovery for the Internet of Things

Summary: Meerkat: a network-aware fault-tolerance protocol for IoT achieving zero-downtime recovery via redundant operator execution on disjoint network paths and efficient duplicate detection, designed for hierarchical, resource-constrained topologies. Adds dynamic, load-balanced operator placement to adapt to device volatility, yielding up to 70× throughput with only 28% network overhead. (summarized by gpt-5-mini on Mar 13 2026)

Paper ID
14320
Venue
VLDB
Year
2026
Pagerank
4.1945683e-05
Overall Rank
10,280 | 28.49%
DOI
10.14778/3778092.3778094

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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
142 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00041725802
824 Twitter Heron: Stream Processing at Scale 2015 SIGMOD 0.0001623129
1,084 Dhalion: Self-Regulating Stream Processing in Heron 2017 VLDB 0.00014209714
1,548 Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark 2018 SIGMOD 0.00011431383
2,182 Aurora: A Data Stream Management System 2003 SIGMOD 9.3449021e-05
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
4,044 Megaphone: Latency-conscious state migration for distributed streaming dataflows 2019 VLDB 6.4995312e-05
5,076 Load Management and High Availability in the Medusa Distributed Stream Processing System 2004 SIGMOD 5.7166494e-05
5,427 The NebulaStream Platform: Data and Application Management for the Internet of Things 2020 CIDR 5.509468e-05
5,939 Clonos: Consistent Causal Recovery for Highly-Available Streaming Dataflows 2021 SIGMOD 5.2641681e-05
6,648 Grizzly: Efficient Stream Processing Through Adaptive Query Compilation 2020 SIGMOD 4.9771723e-05
10,274 Incremental Stream Query Deployment under Continuous Infrastructure Changes in the Cloud-Edge Continuum 2026 VLDB 4.1945683e-05
10,962 Fault Tolerance Placement in the Internet of Things 2024 SIGMOD 4.1945683e-05
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