ParTime: Parallel Temporal Aggregation
Summary: ParTime: data-parallel temporal aggregation on NUMA. Supports bi-temporal data, requires no precomputation/indexing, and exploits shared computation; experiments (airline, TPC-BiH) show gains over prior temporal DBs and competitiveness with Timeline Index. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Markus Pilman
- 2. Martin Kaufmann
- 3. Florian Köhl
- 4. Donald Kossmann
- 5. Damien Profeta
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,359 | Snapshot Semantics for Temporal Multiset Relations | 2019 | VLDB | 5.0963959e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 52 | Database Architecture Optimized for the new Bottleneck: Memory Access | 1999 | VLDB | 0.00066474881 |
| 307 | Extensible Query Processing in Starburst | 1989 | SIGMOD | 0.00028211308 |
| 685 | Access Methods For Multiversion Data | 1989 | SIGMOD | 0.00018179465 |
| 830 | Main-Memory Scan Sharing For Multi-Core CPUs | 2008 | VLDB | 0.00016171897 |
| 940 | SharedDB: Killing One Thousand Queries With One Stone | 2012 | VLDB | 0.00015173166 |
| 1,026 | Cooperative Scans: Dynamic Bandwidth Sharing in a DBMS | 2007 | VLDB | 0.00014589172 |
| 1,429 | A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses | 2009 | VLDB | 0.00012033518 |
| 2,372 | Predictable Performance for Unpredictable Workloads | 2009 | VLDB | 8.947963e-05 |
| 3,116 | Timeline Index: A Unified Data Structure for Processing Queries on Temporal Data in SAP HANA | 2013 | SIGMOD | 7.5410386e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,116 | Timeline Index: A Unified Data Structure for Processing Queries on Temporal Data in SAP HANA | 2013 | SIGMOD | 7.5410386e-05 |
| 1,354 | Managing Intra-operator Parallelism in Parallel Database Systems | 1995 | VLDB | 0.00012408166 |
| 12,901 | A Uniform Approach to Processing Temporal Queries | 1992 | VLDB | 4.1945683e-05 |
| 8,159 | Computing Complex Temporal Join Queries Efficiently | 2022 | SIGMOD | 4.5729025e-05 |
| 6,454 | On Spatially Partitioned Temporal Join | 1994 | VLDB | 5.0569697e-05 |
| 5,335 | Efficient Computation of Temporal Aggregates with Range Predicates | 2001 | PODS | 5.5647464e-05 |
| 1,674 | Adaptive Parallel Aggregation Algorithms | 1995 | SIGMOD | 0.0001094787 |
| 2,265 | The Time Index: An Access Structure For Temporal Data | 1990 | VLDB | 9.154915e-05 |
| 1,770 | ParaTimer: A Progress Indicator for MapReduce DAGs | 2010 | SIGMOD | 0.00010618229 |
| 5,132 | Temporal Query Processing and Optimization in Multiprocessor Database Machines | 1992 | VLDB | 5.6740462e-05 |