| 60 |
Efficiently Compiling Efficient Query Plans for Modern Hardware |
2011 |
VLDB |
0.00064439773 |
| 66 |
Spark SQL: Relational Data Processing in Spark |
2015 |
SIGMOD |
0.00061639801 |
| 140 |
The MADlib Analytics Library or MAD Skills, the SQL |
2012 |
VLDB |
0.00042270404 |
| 185 |
DuckDB: an Embeddable Analytical Database |
2019 |
SIGMOD |
0.00036538405 |
| 418 |
Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age |
2014 |
SIGMOD |
0.00023729211 |
| 853 |
Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask |
2018 |
VLDB |
0.00015940507 |
| 903 |
To Join or Not to Join? Thinking Twice about Joins before Feature Selection |
2016 |
SIGMOD |
0.0001547016 |
| 1,108 |
Froid: Optimization of Imperative Programs in a Relational Database |
2018 |
VLDB |
0.00013984276 |
| 1,750 |
Weld: A Common Runtime for High Performance Data Analytics |
2017 |
CIDR |
0.00010683647 |
| 1,864 |
Relaxed Operator Fusion for In-Memory Databases: Making Compilation, Vectorization, and Prefetching Work Together At Last |
2018 |
VLDB |
0.00010280966 |
| 1,882 |
Tuplex: Data Science in Python at Native Code Speed |
2021 |
SIGMOD |
0.0001021625 |
| 2,528 |
Velox: Meta’s Unified Execution Engine |
2022 |
VLDB |
8.59454e-05 |
| 2,642 |
Vertica-ML: Distributed Machine Learning in Vertica Database |
2020 |
SIGMOD |
8.3851878e-05 |
| 2,691 |
Greenplum: A Hybrid Database for Transactional and Analytical Workloads |
2021 |
SIGMOD |
8.2909126e-05 |
| 2,804 |
Extending Relational Query Processing with ML Inference |
2020 |
CIDR |
8.0935487e-05 |
| 2,838 |
How to Architect a Query Compiler, Revisited |
2018 |
SIGMOD |
8.0408472e-05 |
| 3,254 |
Query Processing on Tensor Computation Runtimes |
2022 |
VLDB |
7.3161051e-05 |
| 3,407 |
End-to-end Optimization of Machine Learning Prediction Queries |
2022 |
SIGMOD |
7.1295646e-05 |
| 3,606 |
EVA: A Symbolic Approach to Accelerating Exploratory Video Analytics with Materialized Views |
2022 |
SIGMOD |
6.9260354e-05 |
| 3,628 |
OceanBase: A 707 Million tpmC Distributed Relational Database System |
2022 |
VLDB |
6.9031596e-05 |
| 3,875 |
Cloudy with High Chance of DBMS: A 10-year Prediction for Enterprise-Grade ML |
2020 |
CIDR |
6.675257e-05 |
| 3,958 |
MLog: Towards Declarative In-Database Machine Learning |
2017 |
VLDB |
6.5897636e-05 |
| 4,495 |
ClickHouse - Lightning Fast Analytics for Everyone |
2024 |
VLDB |
6.1410277e-05 |
| 4,548 |
Efficient and Portable Einstein Summation in SQL |
2023 |
SIGMOD |
6.0953447e-05 |
| 4,701 |
Tensors: An abstraction for general data processing |
2021 |
VLDB |
5.9866564e-05 |
| 4,924 |
User-Defined Operators: Efficiently Integrating Custom Algorithms into Modern Databases |
2022 |
VLDB |
5.822682e-05 |
| 4,948 |
Designing an Open Framework for Query Optimization and Compilation |
2022 |
VLDB |
5.8116879e-05 |
| 5,605 |
TPCx-AI - An Industry Standard Benchmark for Artificial Intelligence and Machine Learning Systems |
2023 |
VLDB |
5.4142007e-05 |
| 5,731 |
Babelfish: Efficient Execution of Polyglot Queries |
2022 |
VLDB |
5.3502065e-05 |
| 6,170 |
PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba |
2023 |
SIGMOD |
5.171601e-05 |
| 6,189 |
Accelerating Python UDFs in Vectorized Query Execution |
2022 |
CIDR |
5.1647573e-05 |
| 6,192 |
SQLite: Past, Present, and Future |
2022 |
VLDB |
5.1641743e-05 |
| 6,212 |
Snakes on a Plan: Compiling Python Functions into Plain SQL Queries |
2022 |
SIGMOD |
5.1552576e-05 |
| 6,380 |
SmartLite: A DBMS-based Serving System for DNN Inference in Resource-constrained Environments |
2024 |
VLDB |
5.0893219e-05 |
| 6,701 |
YeSQL: “You extend SQL” with Rich and Highly Performant User-Defined Functions in Relational Databases |
2022 |
VLDB |
4.9561066e-05 |
| 7,920 |
JoinBoost: Grow Trees Over Normalized Data Using Only SQL |
2023 |
VLDB |
4.6163888e-05 |
| 8,257 |
Automating and Optimizing Data-Centric What-If Analyses on Native Machine Learning Pipelines |
2023 |
SIGMOD |
4.5487511e-05 |
| 8,583 |
Efficient Execution of User-Defined Functions in SQL Queries |
2023 |
VLDB |
4.4919445e-05 |
| 9,354 |
Interactive Demonstration of EVA |
2023 |
VLDB |
4.3517085e-05 |
| 9,911 |
Dias: Dynamic Rewriting of Pandas Code |
2024 |
SIGMOD |
4.2565279e-05 |
| 9,912 |
ElasticNotebook: Enabling Live Migration for Computational Notebooks |
2024 |
VLDB |
4.2565279e-05 |
| 9,913 |
Chukonu: A Fully-Featured High-Performance Big Data Framework that Integrates a Native Compute Engine into Spark |
2022 |
VLDB |
4.2565279e-05 |
| 9,958 |
OceanBase Paetica: A Hybrid Shared-nothing/Shared-everything Database for Supporting Single Machine and Distributed Cluster |
2023 |
VLDB |
4.2364477e-05 |