OLAP on Modern Chiplet-Based Processors
Summary: Shows chiplet-based CPUs introduce intra-socket memory heterogeneity and core-performance variability that invalidate OLAP engines' assumptions of uniform access and cache locality, causing non-linear scaling and poor CPU utilization. Proposes chiplet-aware task/data placement to restore utilization and scalability, achieving up to 7x speedup versus hardware‑oblivious deployments. (summarized by gpt-5-mini on Feb 09 2026)
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Authors
- 1. Alessandro Fogli
- 2. Bo Zhao
- 3. Peter Pietzuch
- 4. Maximilian Bandle
- 5. Jana Giceva
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,980 | Declarative Memory Services | 2026 | CIDR | 4.1945683e-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 |
|---|---|---|---|---|
| 66 | Spark SQL: Relational Data Processing in Spark | 2015 | SIGMOD | 0.00061639801 |
| 137 | H-Store: A High-Performance, Distributed Main Memory Transaction Processing System | 2008 | VLDB | 0.00042342967 |
| 426 | Amazon Redshift and the Case for Simpler Data Warehouses | 2015 | SIGMOD | 0.00023594359 |
| 1,284 | Amazon Redshift Re-invented | 2022 | SIGMOD | 0.00012837822 |
| 1,361 | The End of Slow Networks: It's Time for a Redesign | 2016 | VLDB | 0.00012379741 |
| 2,445 | OLTP on Hardware Islands | 2012 | VLDB | 8.8057827e-05 |
| 2,545 | POLARIS: The Distributed SQL Engine in Azure Synapse | 2020 | VLDB | 8.5725413e-05 |
| 2,916 | Quantifying TPC-H Choke Points and Their Optimizations | 2020 | VLDB | 7.9068048e-05 |
| 3,443 | Distributed Join Algorithms on Thousands of Cores | 2017 | VLDB | 7.0887214e-05 |
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