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Optimizing Tensor Programs on Flexible Storage
Summary: Declarative storage mappings enable flexible tensor layouts (e.g., COO, CSR) in a unified tensor query language. A cost-based optimizer tunes tensor programs to the chosen layout, delivering empirically significant improvements over state-of-the-art tensor processing systems.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 6541
- Venue
- SIGMOD
- Year
- 2023
- Pagerank
- 5.1755682e-05
- Overall Rank
- 6,157 | 57.21%
- DOI
-
10.1145/3588717
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 18 of 18 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 31 |
Provenance Semirings |
2007 |
PODS |
0.00078516827 |
| 185 |
DuckDB: an Embeddable Analytical Database |
2019 |
SIGMOD |
0.00036529607 |
| 578 |
The GMAP: A Versatile Tool for Physical Data Independence |
1994 |
VLDB |
0.00019825485 |
| 856 |
The Multidimensional Database System RasDaMan |
1998 |
SIGMOD |
0.00015845377 |
| 1,172 |
Learning Generalized Linear Models Over Normalized Data |
2015 |
SIGMOD |
0.00013504249 |
| 1,283 |
Towards Linear Algebra over Normalized Data |
2017 |
VLDB |
0.00012826013 |
| 1,825 |
Analysis of Two Existing and One New Dynamic Programming Algorithm for the Generation of Optimal Bushy Join Trees without Cross Products |
2006 |
VLDB |
0.00010392367 |
| 2,281 |
Adopting Worst-Case Optimal Joins in Relational Database Systems |
2020 |
VLDB |
9.122455e-05 |
| 3,280 |
A Layered Aggregate Engine for Analytics Workloads |
2019 |
SIGMOD |
7.2813732e-05 |
| 3,920 |
On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML |
2018 |
VLDB |
6.6246708e-05 |
| 4,822 |
SciQL: Array Data Processing Inside an RDBMS |
2013 |
SIGMOD |
5.891732e-05 |
| 5,392 |
Performance Analysis of a Relational Data Base Management System |
1979 |
SIGMOD |
5.5320501e-05 |
| 5,497 |
SPORES: Sum-Product Optimization via Relational Equality Saturation for Large Scale Linear Algebra |
2020 |
VLDB |
5.4741034e-05 |
| 5,836 |
Tensor Relational Algebra for Distributed Machine Learning System Design |
2021 |
VLDB |
5.3079723e-05 |
| 6,989 |
Machine Learning, Linear Algebra, and More: Is SQL All You Need? |
2022 |
CIDR |
4.8658293e-05 |
| 7,166 |
Automatic Synthesis of Out-of-Core Algorithms |
2013 |
SIGMOD |
4.8077578e-05 |
| 8,753 |
An Intermediate Representation for Hybrid Database and Machine Learning Workloads |
2021 |
VLDB |
4.4520434e-05 |
| 8,981 |
HADAD: A Lightweight Approach for Optimizing Hybrid Complex Analytics Queries |
2021 |
SIGMOD |
4.4138435e-05 |
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