| 141 |
Relational Databases for Querying XML Documents: Limitations and Opportunities |
1999 |
VLDB |
57 |
0.0002928095 |
| 166 |
On Supporting Containment Queries in Relational Database Management Systems |
2001 |
SIGMOD |
57 |
0.00027241844 |
| 243 |
Automating Physical Database Design in a Parallel Database |
2002 |
SIGMOD |
52 |
0.00023349603 |
| 374 |
Storing and Querying Ordered XML Using a Relational Database System |
2002 |
SIGMOD |
50 |
0.00019698564 |
| 579 |
Incremental Knowledge Base Construction Using DeepDive |
2015 |
VLDB |
44 |
0.00016083582 |
| 654 |
Materialization Optimizations for Feature Selection Workloads |
2014 |
SIGMOD |
46 |
0.00015096817 |
| 894 |
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms |
2019 |
VLDB |
27 |
0.00013206323 |
| 1,167 |
DimmWitted: A Study of Main-Memory Statistical Analytics |
2014 |
VLDB |
25 |
0.0001172597 |
| 1,784 |
System RX: One Part Relational, One Part XML |
2005 |
SIGMOD |
25 |
9.6466168e-05 |
| 1,848 |
Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions |
2021 |
VLDB |
21 |
9.5075544e-05 |
| 2,040 |
Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads |
2018 |
VLDB |
16 |
9.1477132e-05 |
| 2,186 |
Heterogeneity-aware Distributed Parameter Servers |
2017 |
SIGMOD |
23 |
8.8916253e-05 |
| 2,587 |
Brainwash: A Data System for Feature Engineering |
2013 |
CIDR |
23 |
8.2523942e-05 |
| 2,625 |
Statistical Learning Techniques for Costing XML Queries |
2005 |
VLDB |
8 |
8.206615e-05 |
| 3,242 |
Towards Demystifying Serverless Machine Learning Training |
2021 |
SIGMOD |
9 |
7.4967268e-05 |
| 3,332 |
VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition |
2021 |
VLDB |
11 |
7.4130985e-05 |
| 3,487 |
HUNTER: An Online Cloud Database Hybrid Tuning System for Personalized Requirements |
2022 |
SIGMOD |
19 |
7.2603973e-05 |
| 3,524 |
MLog: Towards Declarative In-Database Machine Learning |
2017 |
VLDB |
12 |
7.2303094e-05 |
| 4,029 |
Towards High-Throughput Gibbs Sampling at Scale: A Study across Storage Managers |
2013 |
SIGMOD |
9 |
6.840359e-05 |
| 4,395 |
Extracting Databases from Dark Data with DeepDive |
2016 |
SIGMOD |
8 |
6.6175689e-05 |
| 4,754 |
xFraud: Explainable Fraud Transaction Detection |
2022 |
VLDB |
4 |
6.4322795e-05 |
| 4,881 |
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-Precision Learning |
2019 |
VLDB |
10 |
6.368585e-05 |
| 5,722 |
Federated Matrix Factorization with Privacy Guarantee |
2022 |
VLDB |
6 |
6.015485e-05 |
| 5,999 |
BAGUA: Scaling up Distributed Learning with System Relaxations |
2022 |
VLDB |
4 |
5.9170896e-05 |
| 6,249 |
ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation |
2019 |
VLDB |
13 |
5.8343283e-05 |
| 6,453 |
Towards General and Efficient Online Tuning for Spark |
2023 |
VLDB |
7 |
5.7790502e-05 |
| 6,460 |
In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle |
2022 |
SIGMOD |
5 |
5.7746493e-05 |
| 6,757 |
An Experimental Evaluation of SimRank-based Similarity Search Algorithms |
2017 |
VLDB |
4 |
5.6879037e-05 |
| 6,883 |
DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines |
2022 |
CIDR |
6 |
5.6552024e-05 |
| 7,026 |
GeoDeepDive: Statistical Inference using Familiar Data-Processing Languages |
2013 |
SIGMOD |
2 |
5.6157971e-05 |
| 7,751 |
Ease.ml/ci and Ease.ml/meter in Action: Towards Data Management for Statistical Generalization |
2019 |
VLDB |
4 |
5.4580922e-05 |
| 7,873 |
WindTunnel: Towards Differentiable ML Pipelines Beyond a Single Model |
2022 |
VLDB |
4 |
5.4339503e-05 |
| 7,894 |
MLBench: Benchmarking Machine Learning Services Against Human Experts |
2018 |
VLDB |
3 |
5.4304318e-05 |
| 8,283 |
Hyper-Tune: Towards Efficient Hyper-parameter Tuning at Scale |
2022 |
VLDB |
4 |
5.3613692e-05 |
| 8,418 |
SHiFT: An Efficient, Flexible Search Engine for Transfer Learning |
2023 |
VLDB |
2 |
5.3337649e-05 |
| 9,447 |
Ease.ml in Action: Towards Multi-tenant Declarative Learning Services |
2018 |
VLDB |
4 |
5.1752522e-05 |
| 9,853 |
DimBoost: Boosting Gradient Boosting Decision Tree to Higher Dimensions |
2018 |
SIGMOD |
8 |
5.1188938e-05 |
| 9,992 |
Opportunities for Data Management Research in the Era of Horizontal AI/ML |
2019 |
VLDB |
1 |
5.0986198e-05 |
| 11,824 |
Screening Native ML Pipelines with “ArgusEyes” |
2022 |
CIDR |
3 |
4.9769913e-05 |
| 11,942 |
Ease.ML: A Lifecycle Management System for MLDev and MLOps |
2021 |
CIDR |
0 |
4.9769913e-05 |
| 12,110 |
Ease.ml/snoopy in Action: Towards Automatic Feasibility Analysis for Machine Learning Application Development |
2020 |
VLDB |
1 |
4.9769913e-05 |
| 12,177 |
doppioDB 2.0: Hardware Techniques for Improved Integration of Machine Learning into Databases |
2019 |
VLDB |
1 |
4.9769913e-05 |
| 12,302 |
LDA*: A Robust and Large-scale Topic Modeling System |
2017 |
VLDB |
5 |
4.9769913e-05 |
| 12,716 |
Multiple Feature Fusion for Social Media Applications |
2010 |
SIGMOD |
0 |
4.9769913e-05 |