| 21 |
C-Store: A Column-oriented DBMS |
2005 |
VLDB |
0.00086087497 |
| 131 |
Integrating Compression and Execution in Column-Oriented Database Systems |
2006 |
SIGMOD |
0.0004370331 |
| 210 |
Gorilla: A Fast, Scalable, In-Memory Time Series Database |
2015 |
VLDB |
0.0003404384 |
| 254 |
Snorkel: Rapid Training Data Creation with Weak Supervision |
2018 |
VLDB |
0.00030540555 |
| 408 |
Database Cracking |
2007 |
CIDR |
0.00023953844 |
| 557 |
SystemML: Declarative Machine Learning on Spark |
2016 |
VLDB |
0.00020197988 |
| 834 |
Learning Linear Regression Models over Factorized Joins |
2016 |
SIGMOD |
0.00016135159 |
| 1,167 |
Learning Generalized Linear Models Over Normalized Data |
2015 |
SIGMOD |
0.00013547713 |
| 1,215 |
Snuba: Automating Weak Supervision to Label Training Data |
2019 |
VLDB |
0.0001323375 |
| 1,263 |
Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation |
2016 |
SIGMOD |
0.00012982857 |
| 1,277 |
The Data Civilizer System |
2017 |
CIDR |
0.00012879695 |
| 1,404 |
Responsible Data Management |
2020 |
VLDB |
0.00012174977 |
| 1,482 |
Automating Large-Scale Data Quality Verification |
2018 |
VLDB |
0.00011725533 |
| 1,700 |
Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads |
2016 |
SIGMOD |
0.00010858865 |
| 1,967 |
Compressed Linear Algebra for Large-Scale Machine Learning |
2016 |
VLDB |
9.9131712e-05 |
| 2,064 |
Chimp: Efficient Lossless Floating Point Compression for Time Series Databases |
2022 |
VLDB |
9.6418929e-05 |
| 2,122 |
SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle |
2020 |
CIDR |
9.4989076e-05 |
| 2,363 |
Merging What’s Cracked, Cracking What’s Merged: Adaptive Indexing in Main-Memory Column-Stores |
2011 |
VLDB |
8.9580928e-05 |
| 3,005 |
Clay: Fine-Grained Adaptive Partitioning for General Database Schemas |
2017 |
VLDB |
7.7303579e-05 |
| 3,644 |
BtrBlocks: Efficient Columnar Compression for Data Lakes |
2023 |
SIGMOD |
6.8854928e-05 |
| 3,745 |
DeepSqueeze: Deep Semantic Compression for Tabular Data |
2020 |
SIGMOD |
6.7926132e-05 |
| 3,787 |
White-box Compression: Learning and Exploiting Compact Table Representations |
2020 |
CIDR |
6.7674374e-05 |
| 3,896 |
Updating a Cracked Database |
2007 |
SIGMOD |
6.6575888e-05 |
| 4,506 |
Stochastic Database Cracking: Towards Robust Adaptive Indexing in Main-Memory Column-Stores |
2012 |
VLDB |
6.1319277e-05 |
| 4,507 |
ALP: Adaptive Lossless floating-Point Compression |
2023 |
SIGMOD |
6.131017e-05 |
| 4,769 |
Automated Feature Engineering for Algorithmic Fairness |
2021 |
VLDB |
5.934329e-05 |
| 4,774 |
LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems |
2021 |
SIGMOD |
5.9316087e-05 |
| 4,787 |
The Relational Data Borg is Learning |
2020 |
VLDB |
5.9224501e-05 |
| 4,833 |
MNC: Structure-Exploiting Sparsity Estimation for Matrix Expressions |
2019 |
SIGMOD |
5.8916346e-05 |
| 5,236 |
Online Deduplication for Databases |
2017 |
SIGMOD |
5.611324e-05 |
| 5,806 |
BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees |
2019 |
SIGMOD |
5.3200643e-05 |
| 6,157 |
Compression Aware Physical Database Design |
2011 |
VLDB |
5.1801143e-05 |
| 6,538 |
Tuple-oriented Compression for Large-scale Mini-batch Stochastic Gradient Descent |
2019 |
SIGMOD |
5.023239e-05 |
| 7,335 |
MorphStore: Analytical Query Engine with a Holistic Compression-Enabled Processing Model |
2020 |
VLDB |
4.7603723e-05 |
| 8,092 |
Saga: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications |
2023 |
SIGMOD |
4.587921e-05 |
| 8,257 |
Automating and Optimizing Data-Centric What-If Analyses on Native Machine Learning Pipelines |
2023 |
SIGMOD |
4.5487511e-05 |
| 8,514 |
UPLIFT: Parallelization Strategies for Feature Transformations in Machine Learning Workloads |
2022 |
VLDB |
4.4944285e-05 |
| 8,578 |
Robust and Budget-Constrained Encoding Configurations for In-Memory Database Systems |
2022 |
VLDB |
4.4923477e-05 |
| 8,657 |
Improving Matrix-vector Multiplication via Lossless Grammar-Compressed Matrices |
2022 |
VLDB |
4.4730648e-05 |
| 8,786 |
AWARE: Workload-aware, Redundancy-exploiting Linear Algebra |
2023 |
SIGMOD |
4.4521262e-05 |
| 9,595 |
High-Ratio Compression for Machine-Generated Data |
2023 |
SIGMOD |
4.3194469e-05 |
| 9,919 |
MorphStore — In-Memory Query Processing based on Morphing Compressed Intermediates LIVE |
2019 |
SIGMOD |
4.2561557e-05 |