| 20 |
C-Store: A Column-oriented DBMS |
2005 |
VLDB |
0.00086163998 |
| 132 |
Integrating Compression and Execution in Column-Oriented Database Systems |
2006 |
SIGMOD |
0.00043697853 |
| 211 |
Gorilla: A Fast, Scalable, In-Memory Time Series Database |
2015 |
VLDB |
0.0003401421 |
| 252 |
Snorkel: Rapid Training Data Creation with Weak Supervision |
2018 |
VLDB |
0.00030532082 |
| 407 |
Database Cracking |
2007 |
CIDR |
0.00023941779 |
| 557 |
SystemML: Declarative Machine Learning on Spark |
2016 |
VLDB |
0.00020186115 |
| 832 |
Learning Linear Regression Models over Factorized Joins |
2016 |
SIGMOD |
0.00016089705 |
| 1,172 |
Learning Generalized Linear Models Over Normalized Data |
2015 |
SIGMOD |
0.00013504249 |
| 1,218 |
Snuba: Automating Weak Supervision to Label Training Data |
2019 |
VLDB |
0.00013221309 |
| 1,260 |
Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation |
2016 |
SIGMOD |
0.00012990853 |
| 1,274 |
The Data Civilizer System |
2017 |
CIDR |
0.00012869297 |
| 1,406 |
Responsible Data Management |
2020 |
VLDB |
0.0001216385 |
| 1,481 |
Automating Large-Scale Data Quality Verification |
2018 |
VLDB |
0.00011715754 |
| 1,697 |
Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads |
2016 |
SIGMOD |
0.00010859294 |
| 1,970 |
Compressed Linear Algebra for Large-Scale Machine Learning |
2016 |
VLDB |
9.9024431e-05 |
| 2,070 |
Chimp: Efficient Lossless Floating Point Compression for Time Series Databases |
2022 |
VLDB |
9.6331032e-05 |
| 2,122 |
SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle |
2020 |
CIDR |
9.4905306e-05 |
| 2,361 |
Merging What’s Cracked, Cracking What’s Merged: Adaptive Indexing in Main-Memory Column-Stores |
2011 |
VLDB |
8.9648608e-05 |
| 3,006 |
Clay: Fine-Grained Adaptive Partitioning for General Database Schemas |
2017 |
VLDB |
7.7285127e-05 |
| 3,642 |
BtrBlocks: Efficient Columnar Compression for Data Lakes |
2023 |
SIGMOD |
6.8876984e-05 |
| 3,741 |
DeepSqueeze: Deep Semantic Compression for Tabular Data |
2020 |
SIGMOD |
6.7952067e-05 |
| 3,757 |
White-box Compression: Learning and Exploiting Compact Table Representations |
2020 |
CIDR |
6.7804933e-05 |
| 3,897 |
Updating a Cracked Database |
2007 |
SIGMOD |
6.6526754e-05 |
| 4,507 |
Stochastic Database Cracking: Towards Robust Adaptive Indexing in Main-Memory Column-Stores |
2012 |
VLDB |
6.1271582e-05 |
| 4,509 |
ALP: Adaptive Lossless floating-Point Compression |
2023 |
SIGMOD |
6.1251244e-05 |
| 4,761 |
Automated Feature Engineering for Algorithmic Fairness |
2021 |
VLDB |
5.9341687e-05 |
| 4,779 |
LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems |
2021 |
SIGMOD |
5.9259373e-05 |
| 4,787 |
The Relational Data Borg is Learning |
2020 |
VLDB |
5.9168117e-05 |
| 4,835 |
MNC: Structure-Exploiting Sparsity Estimation for Matrix Expressions |
2019 |
SIGMOD |
5.8861112e-05 |
| 5,240 |
Online Deduplication for Databases |
2017 |
SIGMOD |
5.6060424e-05 |
| 5,817 |
BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees |
2019 |
SIGMOD |
5.3154329e-05 |
| 6,160 |
Compression Aware Physical Database Design |
2011 |
VLDB |
5.1750659e-05 |
| 6,535 |
Tuple-oriented Compression for Large-scale Mini-batch Stochastic Gradient Descent |
2019 |
SIGMOD |
5.0184189e-05 |
| 7,331 |
MorphStore: Analytical Query Engine with a Holistic Compression-Enabled Processing Model |
2020 |
VLDB |
4.7558046e-05 |
| 8,096 |
Saga: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications |
2023 |
SIGMOD |
4.583522e-05 |
| 8,253 |
Automating and Optimizing Data-Centric What-If Analyses on Native Machine Learning Pipelines |
2023 |
SIGMOD |
4.5444167e-05 |
| 8,515 |
UPLIFT: Parallelization Strategies for Feature Transformations in Machine Learning Workloads |
2022 |
VLDB |
4.4901466e-05 |
| 8,575 |
Robust and Budget-Constrained Encoding Configurations for In-Memory Database Systems |
2022 |
VLDB |
4.4880409e-05 |
| 8,655 |
Improving Matrix-vector Multiplication via Lossless Grammar-Compressed Matrices |
2022 |
VLDB |
4.4687769e-05 |
| 8,782 |
AWARE: Workload-aware, Redundancy-exploiting Linear Algebra |
2023 |
SIGMOD |
4.4478585e-05 |
| 9,595 |
High-Ratio Compression for Machine-Generated Data |
2023 |
SIGMOD |
4.3153078e-05 |
| 9,918 |
MorphStore — In-Memory Query Processing based on Morphing Compressed Intermediates LIVE |
2019 |
SIGMOD |
4.2520778e-05 |