Fast Parallel Hypertree Decompositions in Logarithmic Recursion Depth
Summary: Proposes log-k-decomp, the first parallel-friendly hypertree-decomposition algorithm using balanced-separator pruning and only logarithmic recursion depth. Empirical results on HyperBench show large speedups over prior solvers, enabling practical parallel HD computation for database and CSP workloads. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Georg Gottlob
- 2. Matthias Lanzinger
- 3. Cem Okulmus
- 4. Reinhard Pichler
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,360 | Soft and Constrained Hypertree Width | 2025 | PODS | 4.1945683e-05 |
| 10,483 | Fast Hypertree Decompositions via Linear Programming: Fractional and Generalized | 2025 | SIGMOD | 4.1945683e-05 |
| 11,132 | A Branch-&-Bound Algorithm for Fractional Hypertree Decomposition | 2024 | VLDB | 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 |
|---|---|---|---|---|
| 342 | EmptyHeaded: A Relational Engine for Graph Processing | 2016 | SIGMOD | 0.00026795977 |
| 626 | Generalized Hypertree Decompositions: NP-Hardness and Tractable Variants | 2007 | PODS | 0.00018973823 |
| 5,077 | HyperBench: A Benchmark and Tool for Hypergraphs and Empirical Findings | 2019 | PODS | 5.7153846e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,740 | Tractable Database Design through Bounded Treewidth | 2006 | PODS | 4.2936538e-05 |
| 10,596 | Truss Decomposition in Hypergraphs | 2025 | VLDB | 4.1945683e-05 |
| 9,146 | Accelerating Core Decomposition in Billion-Scale Hypergraphs | 2025 | SIGMOD | 4.3849295e-05 |
| 1,328 | Hypertree Decompositions: Questions and Answers | 2016 | PODS | 0.00012565612 |
| 5,077 | HyperBench: A Benchmark and Tool for Hypergraphs and Empirical Findings | 2019 | PODS | 5.7153846e-05 |
| 2,796 | Hypertree Decompositions and Tractable Queries | 1999 | PODS | 8.1112658e-05 |
| 626 | Generalized Hypertree Decompositions: NP-Hardness and Tractable Variants | 2007 | PODS | 0.00018973823 |
| 1,038 | Weighted Hypertree Decompositions and Optimal Query Plans | 2004 | PODS | 0.00014492414 |
| 10,483 | Fast Hypertree Decompositions via Linear Programming: Fractional and Generalized | 2025 | SIGMOD | 4.1945683e-05 |
| 11,132 | A Branch-&-Bound Algorithm for Fractional Hypertree Decomposition | 2024 | VLDB | 4.1945683e-05 |