| 141 |
Relational Databases for Querying XML Documents: Limitations and Opportunities |
1999 |
VLDB |
0.00029294114 |
| 166 |
On Supporting Containment Queries in Relational Database Management Systems |
2001 |
SIGMOD |
0.00027254612 |
| 243 |
Automating Physical Database Design in a Parallel Database |
2002 |
SIGMOD |
0.00023358891 |
| 374 |
Storing and Querying Ordered XML Using a Relational Database System |
2002 |
SIGMOD |
0.00019707844 |
| 579 |
Incremental Knowledge Base Construction Using DeepDive |
2015 |
VLDB |
0.00016086569 |
| 654 |
Materialization Optimizations for Feature Selection Workloads |
2014 |
SIGMOD |
0.0001510357 |
| 894 |
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms |
2019 |
VLDB |
0.00013212578 |
| 1,167 |
DimmWitted: A Study of Main-Memory Statistical Analytics |
2014 |
VLDB |
0.00011729888 |
| 1,784 |
System RX: One Part Relational, One Part XML |
2005 |
SIGMOD |
9.6511778e-05 |
| 1,847 |
Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions |
2021 |
VLDB |
9.5120573e-05 |
| 2,036 |
Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads |
2018 |
VLDB |
9.1520279e-05 |
| 2,184 |
Heterogeneity-aware Distributed Parameter Servers |
2017 |
SIGMOD |
8.8958335e-05 |
| 2,586 |
Brainwash: A Data System for Feature Engineering |
2013 |
CIDR |
8.2560072e-05 |
| 2,625 |
Statistical Learning Techniques for Costing XML Queries |
2005 |
VLDB |
8.2089383e-05 |
| 3,240 |
Towards Demystifying Serverless Machine Learning Training |
2021 |
SIGMOD |
7.5002772e-05 |
| 3,331 |
VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition |
2021 |
VLDB |
7.4166095e-05 |
| 3,486 |
HUNTER: An Online Cloud Database Hybrid Tuning System for Personalized Requirements |
2022 |
SIGMOD |
7.2636102e-05 |
| 3,524 |
MLog: Towards Declarative In-Database Machine Learning |
2017 |
VLDB |
7.2337006e-05 |
| 4,029 |
Towards High-Throughput Gibbs Sampling at Scale: A Study across Storage Managers |
2013 |
SIGMOD |
6.8419186e-05 |
| 4,393 |
Extracting Databases from Dark Data with DeepDive |
2016 |
SIGMOD |
6.620281e-05 |
| 4,751 |
xFraud: Explainable Fraud Transaction Detection |
2022 |
VLDB |
6.4353259e-05 |
| 4,879 |
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-Precision Learning |
2019 |
VLDB |
6.3715334e-05 |
| 5,721 |
Federated Matrix Factorization with Privacy Guarantee |
2022 |
VLDB |
6.018334e-05 |
| 5,997 |
BAGUA: Scaling up Distributed Learning with System Relaxations |
2022 |
VLDB |
5.9198921e-05 |
| 6,246 |
ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation |
2019 |
VLDB |
5.8370793e-05 |
| 6,450 |
Towards General and Efficient Online Tuning for Spark |
2023 |
VLDB |
5.7817872e-05 |
| 6,458 |
In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle |
2022 |
SIGMOD |
5.7773842e-05 |
| 6,752 |
An Experimental Evaluation of SimRank-based Similarity Search Algorithms |
2017 |
VLDB |
5.6905975e-05 |
| 6,878 |
DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines |
2022 |
CIDR |
5.657878e-05 |
| 7,025 |
GeoDeepDive: Statistical Inference using Familiar Data-Processing Languages |
2013 |
SIGMOD |
5.6184467e-05 |
| 7,745 |
Ease.ml/ci and Ease.ml/meter in Action: Towards Data Management for Statistical Generalization |
2019 |
VLDB |
5.4606673e-05 |
| 7,868 |
WindTunnel: Towards Differentiable ML Pipelines Beyond a Single Model |
2022 |
VLDB |
5.4365239e-05 |
| 7,888 |
MLBench: Benchmarking Machine Learning Services Against Human Experts |
2018 |
VLDB |
5.4330038e-05 |
| 8,277 |
Hyper-Tune: Towards Efficient Hyper-parameter Tuning at Scale |
2022 |
VLDB |
5.3639084e-05 |
| 8,411 |
SHiFT: An Efficient, Flexible Search Engine for Transfer Learning |
2023 |
VLDB |
5.336291e-05 |
| 9,438 |
Ease.ml in Action: Towards Multi-tenant Declarative Learning Services |
2018 |
VLDB |
5.1777033e-05 |
| 9,846 |
DimBoost: Boosting Gradient Boosting Decision Tree to Higher Dimensions |
2018 |
SIGMOD |
5.121318e-05 |
| 9,983 |
Opportunities for Data Management Research in the Era of Horizontal AI/ML |
2019 |
VLDB |
5.1010346e-05 |
| 11,818 |
Screening Native ML Pipelines with “ArgusEyes” |
2022 |
CIDR |
4.9793485e-05 |
| 11,936 |
Ease.ML: A Lifecycle Management System for MLDev and MLOps |
2021 |
CIDR |
4.9793485e-05 |
| 12,104 |
Ease.ml/snoopy in Action: Towards Automatic Feasibility Analysis for Machine Learning Application Development |
2020 |
VLDB |
4.9793485e-05 |
| 12,171 |
doppioDB 2.0: Hardware Techniques for Improved Integration of Machine Learning into Databases |
2019 |
VLDB |
4.9793485e-05 |
| 12,296 |
LDA*: A Robust and Large-scale Topic Modeling System |
2017 |
VLDB |
4.9793485e-05 |
| 12,710 |
Multiple Feature Fusion for Social Media Applications |
2010 |
SIGMOD |
4.9793485e-05 |