Planting Trees for scalable and efficient Canonical Hub Labeling

Summary: Canonical Hub Labeling at scale via PLaNT using collaborative label partitioning for in-memory labeling and parallel querying on massive graphs. On 72 threads, PLaNT is up to 47.4x faster than sequential PLL, yields 17% smaller labels on average, and achieves up to 9.5x speedups on a 64-node cluster vs paraPLL. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12251
Venue: VLDB
Year: 2020
Pagerank: 4.4190656e-05
Overall Rank: 8,967 | 37.62%
DOI: 10.14778/3372716.3372722

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
6,494	An Experimental Evaluation and Guideline for Path Finding in Weighted Dynamic Network	2021	VLDB	5.0417258e-05
7,804	RECEIPT: REfine CoarsE-grained IndePendent Tasks for Parallel Tip decomposition of Bipartite Graphs	2021	VLDB	4.6466513e-05
10,874	A CPU-GPU Hybrid Labelling Algorithm for Massive Shortest Distance Queries on Road Networks	2025	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
4	Pregel: A System for Large-Scale Graph Processing	2010	SIGMOD	0.0019005923
124	DBMSs On A Modern Processor: Where Does Time Go?	1999	VLDB	0.00045103515
260	Fast Exact Shortest-Path Distance Queries on Large Networks by Pruned Landmark Labeling	2013	SIGMOD	0.00030040036
376	TEDI: Efficient Shortest Path Query Answering on Graphs	2010	SIGMOD	0.00025097452
1,654	An Experimental Study on Hub Labeling based Shortest Path Algorithms	2018	VLDB	0.000109978
1,676	Speedup Graph Processing by Graph Ordering	2016	SIGMOD	0.00010946423
1,823	Hop Doubling Label Indexing for Point-to-Point Distance Querying on Scale-Free Networks	2014	VLDB	0.00010413508
1,838	IS-LABEL: an Independent-Set based Labeling Scheme for Point-to-Point Distance Querying	2013	VLDB	0.00010349881
2,002	Efficient Network Aware Search in Collaborative Tagging Sites	2008	VLDB	9.818583e-05
2,639	Scaling Distance Labeling on Small-World Networks	2019	SIGMOD	8.3975113e-05

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5,035	Scaling Up Distance Labeling on Graphs with Core-Periphery Properties	2020	SIGMOD	5.7470184e-05
11,038	Distributed Shortest Distance Labeling on Large-Scale Graphs	2024	VLDB	4.1945683e-05
10,874	A CPU-GPU Hybrid Labelling Algorithm for Massive Shortest Distance Queries on Road Networks	2025	VLDB	4.1945683e-05
5,932	Hub Labeling for Shortest Path Counting	2020	SIGMOD	5.2670741e-05
1,654	An Experimental Study on Hub Labeling based Shortest Path Algorithms	2018	VLDB	0.000109978
2,639	Scaling Distance Labeling on Small-World Networks	2019	SIGMOD	8.3975113e-05