| 153 |
Relational Databases for Querying XML Documents: Limitations and Opportunities |
1999 |
VLDB |
0.00040784455 |
| 193 |
On Supporting Containment Queries in Relational Database Management Systems |
2001 |
SIGMOD |
0.00035610321 |
| 285 |
Automating Physical Database Design in a Parallel Database |
2002 |
SIGMOD |
0.0002899128 |
| 446 |
Storing and Querying Ordered XML Using a Relational Database System |
2002 |
SIGMOD |
0.00022925415 |
| 667 |
Incremental Knowledge Base Construction Using DeepDive |
2015 |
VLDB |
0.00018440557 |
| 761 |
Materialization Optimizations for Feature Selection Workloads |
2014 |
SIGMOD |
0.00017053783 |
| 1,044 |
DimmWitted: A Study of Main-Memory Statistical Analytics |
2014 |
VLDB |
0.00014475229 |
| 1,298 |
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms |
2019 |
VLDB |
0.00012758104 |
| 1,391 |
Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads |
2018 |
VLDB |
0.0001223506 |
| 1,942 |
Heterogeneity-aware Distributed Parameter Servers |
2017 |
SIGMOD |
0.00010012691 |
| 2,069 |
System RX: One Part Relational, One Part XML |
2005 |
SIGMOD |
9.6329563e-05 |
| 2,302 |
Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions |
2021 |
VLDB |
9.0668832e-05 |
| 2,665 |
Statistical Learning Techniques for Costing XML Queries |
2005 |
VLDB |
8.3498101e-05 |
| 2,791 |
Towards Demystifying Serverless Machine Learning Training |
2021 |
SIGMOD |
8.1206618e-05 |
| 2,839 |
VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition |
2021 |
VLDB |
8.0378978e-05 |
| 2,915 |
Brainwash: A Data System for Feature Engineering |
2013 |
CIDR |
7.9078385e-05 |
| 3,600 |
xFraud: Explainable Fraud Transaction Detection |
2022 |
VLDB |
6.9315684e-05 |
| 3,958 |
MLog: Towards Declarative In-Database Machine Learning |
2017 |
VLDB |
6.5897636e-05 |
| 4,077 |
Towards High-Throughput Gibbs Sampling at Scale: A Study across Storage Managers |
2013 |
SIGMOD |
6.4678697e-05 |
| 4,106 |
Extracting Databases from Dark Data with DeepDive |
2016 |
SIGMOD |
6.4456184e-05 |
| 4,399 |
HUNTER: An Online Cloud Database Hybrid Tuning System for Personalized Requirements |
2022 |
SIGMOD |
6.2225151e-05 |
| 5,084 |
In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle |
2022 |
SIGMOD |
5.7091191e-05 |
| 5,123 |
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-Precision Learning |
2019 |
VLDB |
5.6796998e-05 |
| 5,720 |
BAGUA: Scaling up Distributed Learning with System Relaxations |
2022 |
VLDB |
5.3527734e-05 |
| 5,775 |
Federated Matrix Factorization with Privacy Guarantee |
2022 |
VLDB |
5.3310992e-05 |
| 6,404 |
ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation |
2019 |
VLDB |
5.0786954e-05 |
| 6,722 |
GeoDeepDive: Statistical Inference using Familiar Data-Processing Languages |
2013 |
SIGMOD |
4.9491521e-05 |
| 6,789 |
An Experimental Evaluation of SimRank-based Similarity Search Algorithms |
2017 |
VLDB |
4.9251746e-05 |
| 6,871 |
Towards General and Efficient Online Tuning for Spark |
2023 |
VLDB |
4.8997004e-05 |
| 7,138 |
Ease.ml/ci and Ease.ml/meter in Action: Towards Data Management for Statistical Generalization |
2019 |
VLDB |
4.8216981e-05 |
| 7,306 |
DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines |
2022 |
CIDR |
4.7678574e-05 |
| 7,420 |
MLBench: Benchmarking Machine Learning Services Against Human Experts |
2018 |
VLDB |
4.7347751e-05 |
| 7,719 |
WindTunnel: Towards Differentiable ML Pipelines Beyond a Single Model |
2022 |
VLDB |
4.6686188e-05 |
| 8,182 |
SHiFT: An Efficient, Flexible Search Engine for Transfer Learning |
2023 |
VLDB |
4.5659133e-05 |
| 9,117 |
Ease.ml in Action: Towards Multi-tenant Declarative Learning Services |
2018 |
VLDB |
4.3928617e-05 |
| 9,192 |
Hyper-Tune: Towards Efficient Hyper-parameter Tuning at Scale |
2022 |
VLDB |
4.3765131e-05 |
| 9,469 |
DimBoost: Boosting Gradient Boosting Decision Tree to Higher Dimensions |
2018 |
SIGMOD |
4.3342363e-05 |
| 9,637 |
Opportunities for Data Management Research in the Era of Horizontal AI/ML |
2019 |
VLDB |
4.3111161e-05 |
| 11,310 |
Screening Native ML Pipelines with “ArgusEyes” |
2022 |
CIDR |
4.1945683e-05 |
| 11,431 |
Ease.ML: A Lifecycle Management System for MLDev and MLOps |
2021 |
CIDR |
4.1945683e-05 |
| 11,607 |
Ease.ml/snoopy in Action: Towards Automatic Feasibility Analysis for Machine Learning Application Development |
2020 |
VLDB |
4.1945683e-05 |
| 11,676 |
doppioDB 2.0: Hardware Techniques for Improved Integration of Machine Learning into Databases |
2019 |
VLDB |
4.1945683e-05 |
| 11,795 |
LDA*: A Robust and Large-scale Topic Modeling System |
2017 |
VLDB |
4.1945683e-05 |