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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
14334
Venue
VLDB
Year
2026
Pagerank
4.1905499e-05
Overall Rank
10,292 | 28.48%
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
143 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00041688468
822 Twitter Heron: Stream Processing at Scale 2015 SIGMOD 0.00016226851
1,081 Dhalion: Self-Regulating Stream Processing in Heron 2017 VLDB 0.00014201838
1,546 Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark 2018 SIGMOD 0.00011418993
2,188 Aurora: A Data Stream Management System 2003 SIGMOD 9.3378116e-05
3,216 Frontier: Resilient Edge Processing for the Internet of Things 2018 VLDB 7.3675613e-05
3,463 Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies 2024 VLDB 7.0680037e-05
3,551 Chi: A Scalable and Programmable Control Plane for Distributed Stream Processing Systems 2018 VLDB 6.9776252e-05
4,051 Megaphone: Latency-conscious state migration for distributed streaming dataflows 2019 VLDB 6.4932782e-05
5,075 Load Management and High Availability in the Medusa Distributed Stream Processing System 2004 SIGMOD 5.7104711e-05
5,438 The NebulaStream Platform: Data and Application Management for the Internet of Things 2020 CIDR 5.5041764e-05
5,942 Clonos: Consistent Causal Recovery for Highly-Available Streaming Dataflows 2021 SIGMOD 5.2591128e-05
6,649 Grizzly: Efficient Stream Processing Through Adaptive Query Compilation 2020 SIGMOD 4.9724735e-05
10,286 Incremental Stream Query Deployment under Continuous Infrastructure Changes in the Cloud-Edge Continuum 2026 VLDB 4.1905499e-05
10,965 Fault Tolerance Placement in the Internet of Things 2024 SIGMOD 4.1905499e-05
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