| 59 |
Efficiently Compiling Efficient Query Plans for Modern Hardware |
2011 |
VLDB |
0.0006445664 |
| 66 |
Spark SQL: Relational Data Processing in Spark |
2015 |
SIGMOD |
0.00061707583 |
| 139 |
The MADlib Analytics Library or MAD Skills, the SQL |
2012 |
VLDB |
0.00042320525 |
| 185 |
DuckDB: an Embeddable Analytical Database |
2019 |
SIGMOD |
0.00036529607 |
| 417 |
Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age |
2014 |
SIGMOD |
0.00023734582 |
| 848 |
Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask |
2018 |
VLDB |
0.00015933538 |
| 901 |
To Join or Not to Join? Thinking Twice about Joins before Feature Selection |
2016 |
SIGMOD |
0.00015462938 |
| 1,107 |
Froid: Optimization of Imperative Programs in a Relational Database |
2018 |
VLDB |
0.0001397627 |
| 1,751 |
Weld: A Common Runtime for High Performance Data Analytics |
2017 |
CIDR |
0.00010673874 |
| 1,865 |
Relaxed Operator Fusion for In-Memory Databases: Making Compilation, Vectorization, and Prefetching Work Together At Last |
2018 |
VLDB |
0.00010271333 |
| 1,884 |
Tuplex: Data Science in Python at Native Code Speed |
2021 |
SIGMOD |
0.00010206514 |
| 2,533 |
Velox: Meta’s Unified Execution Engine |
2022 |
VLDB |
8.5870599e-05 |
| 2,660 |
Vertica-ML: Distributed Machine Learning in Vertica Database |
2020 |
SIGMOD |
8.3614044e-05 |
| 2,693 |
Greenplum: A Hybrid Database for Transactional and Analytical Workloads |
2021 |
SIGMOD |
8.2845883e-05 |
| 2,809 |
Extending Relational Query Processing with ML Inference |
2020 |
CIDR |
8.0869552e-05 |
| 2,843 |
How to Architect a Query Compiler, Revisited |
2018 |
SIGMOD |
8.0334687e-05 |
| 3,260 |
Query Processing on Tensor Computation Runtimes |
2022 |
VLDB |
7.3091312e-05 |
| 3,409 |
End-to-end Optimization of Machine Learning Prediction Queries |
2022 |
SIGMOD |
7.1240791e-05 |
| 3,610 |
EVA: A Symbolic Approach to Accelerating Exploratory Video Analytics with Materialized Views |
2022 |
SIGMOD |
6.919859e-05 |
| 3,641 |
OceanBase: A 707 Million tpmC Distributed Relational Database System |
2022 |
VLDB |
6.8877808e-05 |
| 3,866 |
Cloudy with High Chance of DBMS: A 10-year Prediction for Enterprise-Grade ML |
2020 |
CIDR |
6.6795497e-05 |
| 3,961 |
MLog: Towards Declarative In-Database Machine Learning |
2017 |
VLDB |
6.5824022e-05 |
| 4,498 |
ClickHouse - Lightning Fast Analytics for Everyone |
2024 |
VLDB |
6.1351257e-05 |
| 4,548 |
Efficient and Portable Einstein Summation in SQL |
2023 |
SIGMOD |
6.089487e-05 |
| 4,700 |
Tensors: An abstraction for general data processing |
2021 |
VLDB |
5.9810592e-05 |
| 4,930 |
User-Defined Operators: Efficiently Integrating Custom Algorithms into Modern Databases |
2022 |
VLDB |
5.8171482e-05 |
| 4,952 |
Designing an Open Framework for Query Optimization and Compilation |
2022 |
VLDB |
5.806142e-05 |
| 5,615 |
TPCx-AI - An Industry Standard Benchmark for Artificial Intelligence and Machine Learning Systems |
2023 |
VLDB |
5.409e-05 |
| 5,741 |
Babelfish: Efficient Execution of Polyglot Queries |
2022 |
VLDB |
5.3450701e-05 |
| 6,154 |
PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba |
2023 |
SIGMOD |
5.1795738e-05 |
| 6,191 |
Accelerating Python UDFs in Vectorized Query Execution |
2022 |
CIDR |
5.1598046e-05 |
| 6,193 |
SQLite: Past, Present, and Future |
2022 |
VLDB |
5.1593011e-05 |
| 6,211 |
Snakes on a Plan: Compiling Python Functions into Plain SQL Queries |
2022 |
SIGMOD |
5.1503069e-05 |
| 6,379 |
SmartLite: A DBMS-based Serving System for DNN Inference in Resource-constrained Environments |
2024 |
VLDB |
5.0844374e-05 |
| 6,703 |
YeSQL: “You extend SQL” with Rich and Highly Performant User-Defined Functions in Relational Databases |
2022 |
VLDB |
4.9514593e-05 |
| 7,920 |
JoinBoost: Grow Trees Over Normalized Data Using Only SQL |
2023 |
VLDB |
4.6120304e-05 |
| 8,253 |
Automating and Optimizing Data-Centric What-If Analyses on Native Machine Learning Pipelines |
2023 |
SIGMOD |
4.5444167e-05 |
| 8,580 |
Efficient Execution of User-Defined Functions in SQL Queries |
2023 |
VLDB |
4.4876382e-05 |
| 9,361 |
Interactive Demonstration of EVA |
2023 |
VLDB |
4.3475379e-05 |
| 9,910 |
Dias: Dynamic Rewriting of Pandas Code |
2024 |
SIGMOD |
4.2524493e-05 |
| 9,911 |
ElasticNotebook: Enabling Live Migration for Computational Notebooks |
2024 |
VLDB |
4.2524493e-05 |
| 9,912 |
Chukonu: A Fully-Featured High-Performance Big Data Framework that Integrates a Native Compute Engine into Spark |
2022 |
VLDB |
4.2524493e-05 |
| 9,957 |
OceanBase Paetica: A Hybrid Shared-nothing/Shared-everything Database for Supporting Single Machine and Distributed Cluster |
2023 |
VLDB |
4.2323889e-05 |