| 141 |
Relational Databases for Querying XML Documents: Limitations and Opportunities |
1999 |
VLDB |
57 |
0.00029191386 |
| 167 |
On Supporting Containment Queries in Relational Database Management Systems |
2001 |
SIGMOD |
57 |
0.00027156235 |
| 243 |
Automating Physical Database Design in a Parallel Database |
2002 |
SIGMOD |
52 |
0.00023296011 |
| 377 |
Storing and Querying Ordered XML Using a Relational Database System |
2002 |
SIGMOD |
50 |
0.00019634591 |
| 569 |
Incremental Knowledge Base Construction Using DeepDive |
2015 |
VLDB |
45 |
0.00016212139 |
| 656 |
Materialization Optimizations for Feature Selection Workloads |
2014 |
SIGMOD |
46 |
0.00015052106 |
| 897 |
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms |
2019 |
VLDB |
27 |
0.00013162662 |
| 1,169 |
DimmWitted: A Study of Main-Memory Statistical Analytics |
2014 |
VLDB |
25 |
0.00011690039 |
| 1,744 |
Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions |
2021 |
VLDB |
22 |
9.7253583e-05 |
| 1,793 |
System RX: One Part Relational, One Part XML |
2005 |
SIGMOD |
25 |
9.6149082e-05 |
| 2,031 |
Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads |
2018 |
VLDB |
16 |
9.1414653e-05 |
| 2,196 |
Heterogeneity-aware Distributed Parameter Servers |
2017 |
SIGMOD |
23 |
8.8807201e-05 |
| 2,596 |
Brainwash: A Data System for Feature Engineering |
2013 |
CIDR |
23 |
8.2258492e-05 |
| 2,614 |
Statistical Learning Techniques for Costing XML Queries |
2005 |
VLDB |
8 |
8.2023561e-05 |
| 3,256 |
Towards Demystifying Serverless Machine Learning Training |
2021 |
SIGMOD |
9 |
7.4732677e-05 |
| 3,340 |
VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition |
2021 |
VLDB |
11 |
7.3886578e-05 |
| 3,486 |
HUNTER: An Online Cloud Database Hybrid Tuning System for Personalized Requirements |
2022 |
SIGMOD |
19 |
7.2428834e-05 |
| 3,520 |
MLog: Towards Declarative In-Database Machine Learning |
2017 |
VLDB |
12 |
7.2180592e-05 |
| 4,046 |
Towards High-Throughput Gibbs Sampling at Scale: A Study across Storage Managers |
2013 |
SIGMOD |
9 |
6.8182709e-05 |
| 4,403 |
Extracting Databases from Dark Data with DeepDive |
2016 |
SIGMOD |
8 |
6.6033854e-05 |
| 4,772 |
xFraud: Explainable Fraud Transaction Detection |
2022 |
VLDB |
4 |
6.4110103e-05 |
| 4,891 |
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-Precision Learning |
2019 |
VLDB |
10 |
6.3508222e-05 |
| 5,736 |
Federated Matrix Factorization with Privacy Guarantee |
2022 |
VLDB |
6 |
5.995594e-05 |
| 6,011 |
BAGUA: Scaling up Distributed Learning with System Relaxations |
2022 |
VLDB |
4 |
5.8975241e-05 |
| 6,259 |
ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation |
2019 |
VLDB |
13 |
5.815406e-05 |
| 6,464 |
Towards General and Efficient Online Tuning for Spark |
2023 |
VLDB |
7 |
5.759941e-05 |
| 6,474 |
In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle |
2022 |
SIGMOD |
5 |
5.7555547e-05 |
| 6,776 |
An Experimental Evaluation of SimRank-based Similarity Search Algorithms |
2017 |
VLDB |
4 |
5.6690965e-05 |
| 6,902 |
DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines |
2022 |
CIDR |
6 |
5.6365602e-05 |
| 7,047 |
GeoDeepDive: Statistical Inference using Familiar Data-Processing Languages |
2013 |
SIGMOD |
2 |
5.5973924e-05 |
| 7,227 |
WindTunnel: Towards Differentiable ML Pipelines Beyond a Single Model |
2022 |
VLDB |
5 |
5.5647576e-05 |
| 7,765 |
Ease.ml/ci and Ease.ml/meter in Action: Towards Data Management for Statistical Generalization |
2019 |
VLDB |
4 |
5.4400458e-05 |
| 7,911 |
MLBench: Benchmarking Machine Learning Services Against Human Experts |
2018 |
VLDB |
3 |
5.4124754e-05 |
| 8,298 |
Hyper-Tune: Towards Efficient Hyper-parameter Tuning at Scale |
2022 |
VLDB |
4 |
5.3437127e-05 |
| 8,435 |
SHiFT: An Efficient, Flexible Search Engine for Transfer Learning |
2023 |
VLDB |
2 |
5.3161281e-05 |
| 9,474 |
Ease.ml in Action: Towards Multi-tenant Declarative Learning Services |
2018 |
VLDB |
4 |
5.1581396e-05 |
| 9,889 |
DimBoost: Boosting Gradient Boosting Decision Tree to Higher Dimensions |
2018 |
SIGMOD |
8 |
5.1020145e-05 |
| 10,027 |
Opportunities for Data Management Research in the Era of Horizontal AI/ML |
2019 |
VLDB |
1 |
5.0817642e-05 |
| 11,868 |
Screening Native ML Pipelines with “ArgusEyes” |
2022 |
CIDR |
3 |
4.9605343e-05 |
| 11,986 |
Ease.ML: A Lifecycle Management System for MLDev and MLOps |
2021 |
CIDR |
0 |
4.9605343e-05 |
| 12,154 |
Ease.ml/snoopy in Action: Towards Automatic Feasibility Analysis for Machine Learning Application Development |
2020 |
VLDB |
1 |
4.9605343e-05 |
| 12,220 |
doppioDB 2.0: Hardware Techniques for Improved Integration of Machine Learning into Databases |
2019 |
VLDB |
1 |
4.9605343e-05 |
| 12,345 |
LDA*: A Robust and Large-scale Topic Modeling System |
2017 |
VLDB |
5 |
4.9605343e-05 |
| 12,759 |
Multiple Feature Fusion for Social Media Applications |
2010 |
SIGMOD |
0 |
4.9605343e-05 |