| 153 |
Relational Databases for Querying XML Documents: Limitations and Opportunities |
1999 |
VLDB |
0.00040759404 |
| 193 |
On Supporting Containment Queries in Relational Database Management Systems |
2001 |
SIGMOD |
0.00035591171 |
| 285 |
Automating Physical Database Design in a Parallel Database |
2002 |
SIGMOD |
0.00028978423 |
| 447 |
Storing and Querying Ordered XML Using a Relational Database System |
2002 |
SIGMOD |
0.00022927245 |
| 668 |
Incremental Knowledge Base Construction Using DeepDive |
2015 |
VLDB |
0.00018428925 |
| 758 |
Materialization Optimizations for Feature Selection Workloads |
2014 |
SIGMOD |
0.00017053915 |
| 1,044 |
DimmWitted: A Study of Main-Memory Statistical Analytics |
2014 |
VLDB |
0.00014465007 |
| 1,293 |
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms |
2019 |
VLDB |
0.00012749902 |
| 1,393 |
Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads |
2018 |
VLDB |
0.00012223372 |
| 1,946 |
Heterogeneity-aware Distributed Parameter Servers |
2017 |
SIGMOD |
9.9983926e-05 |
| 2,066 |
System RX: One Part Relational, One Part XML |
2005 |
SIGMOD |
9.64571e-05 |
| 2,308 |
Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions |
2021 |
VLDB |
9.0634287e-05 |
| 2,667 |
Statistical Learning Techniques for Costing XML Queries |
2005 |
VLDB |
8.3444649e-05 |
| 2,795 |
Towards Demystifying Serverless Machine Learning Training |
2021 |
SIGMOD |
8.1135606e-05 |
| 2,845 |
VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition |
2021 |
VLDB |
8.0301674e-05 |
| 2,919 |
Brainwash: A Data System for Feature Engineering |
2013 |
CIDR |
7.9017482e-05 |
| 3,598 |
xFraud: Explainable Fraud Transaction Detection |
2022 |
VLDB |
6.932342e-05 |
| 3,961 |
MLog: Towards Declarative In-Database Machine Learning |
2017 |
VLDB |
6.5824022e-05 |
| 4,079 |
Towards High-Throughput Gibbs Sampling at Scale: A Study across Storage Managers |
2013 |
SIGMOD |
6.4621024e-05 |
| 4,105 |
Extracting Databases from Dark Data with DeepDive |
2016 |
SIGMOD |
6.4409563e-05 |
| 4,377 |
HUNTER: An Online Cloud Database Hybrid Tuning System for Personalized Requirements |
2022 |
SIGMOD |
6.2331947e-05 |
| 5,124 |
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-Precision Learning |
2019 |
VLDB |
5.6747536e-05 |
| 5,730 |
BAGUA: Scaling up Distributed Learning with System Relaxations |
2022 |
VLDB |
5.3476346e-05 |
| 5,784 |
Federated Matrix Factorization with Privacy Guarantee |
2022 |
VLDB |
5.3259797e-05 |
| 6,400 |
ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation |
2019 |
VLDB |
5.0739311e-05 |
| 6,489 |
Towards General and Efficient Online Tuning for Spark |
2023 |
VLDB |
5.0373773e-05 |
| 6,573 |
In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle |
2022 |
SIGMOD |
5.0009513e-05 |
| 6,727 |
GeoDeepDive: Statistical Inference using Familiar Data-Processing Languages |
2013 |
SIGMOD |
4.9444508e-05 |
| 6,823 |
An Experimental Evaluation of SimRank-based Similarity Search Algorithms |
2017 |
VLDB |
4.9098643e-05 |
| 7,138 |
Ease.ml/ci and Ease.ml/meter in Action: Towards Data Management for Statistical Generalization |
2019 |
VLDB |
4.8164681e-05 |
| 7,303 |
DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines |
2022 |
CIDR |
4.7632836e-05 |
| 7,419 |
MLBench: Benchmarking Machine Learning Services Against Human Experts |
2018 |
VLDB |
4.7302312e-05 |
| 7,717 |
WindTunnel: Towards Differentiable ML Pipelines Beyond a Single Model |
2022 |
VLDB |
4.6641687e-05 |
| 8,183 |
SHiFT: An Efficient, Flexible Search Engine for Transfer Learning |
2023 |
VLDB |
4.5615358e-05 |
| 9,115 |
Ease.ml in Action: Towards Multi-tenant Declarative Learning Services |
2018 |
VLDB |
4.3886513e-05 |
| 9,196 |
Hyper-Tune: Towards Efficient Hyper-parameter Tuning at Scale |
2022 |
VLDB |
4.3723457e-05 |
| 9,471 |
DimBoost: Boosting Gradient Boosting Decision Tree to Higher Dimensions |
2018 |
SIGMOD |
4.3300949e-05 |
| 9,636 |
Opportunities for Data Management Research in the Era of Horizontal AI/ML |
2019 |
VLDB |
4.3070106e-05 |
| 11,312 |
Screening Native ML Pipelines with “ArgusEyes” |
2022 |
CIDR |
4.1905499e-05 |
| 11,434 |
Ease.ML: A Lifecycle Management System for MLDev and MLOps |
2021 |
CIDR |
4.1905499e-05 |
| 11,611 |
Ease.ml/snoopy in Action: Towards Automatic Feasibility Analysis for Machine Learning Application Development |
2020 |
VLDB |
4.1905499e-05 |
| 11,681 |
doppioDB 2.0: Hardware Techniques for Improved Integration of Machine Learning into Databases |
2019 |
VLDB |
4.1905499e-05 |
| 11,803 |
LDA*: A Robust and Large-scale Topic Modeling System |
2017 |
VLDB |
4.1905499e-05 |