| 89 |
Automatic Database Management System Tuning Through Large-scale Machine Learning
|
2017 |
SIGMOD |
0.0003557502 |
| 960 |
Parallelizing Sequential Graph Computations
|
2017 |
SIGMOD |
0.00013023406 |
| 1,048 |
Parallel Subgraph Listing in a Large-Scale Graph
|
2014 |
SIGMOD |
0.00012532303 |
| 1,115 |
Large Graph Processing in the Cloud
|
2010 |
SIGMOD |
0.0001220337 |
| 1,164 |
Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation
|
2022 |
VLDB |
0.000119787 |
| 1,762 |
gStore: Answering SPARQL Queries via Subgraph Matching
|
2011 |
VLDB |
9.8932226e-05 |
| 1,837 |
ByteGNN: Efficient Graph Neural Network Training at Large Scale
|
2022 |
VLDB |
9.7435322e-05 |
| 1,886 |
Cold Filter: A Meta-Framework for Faster and More Accurate Stream Processing
|
2018 |
SIGMOD |
9.6345757e-05 |
| 1,929 |
VF2Boost: Very Fast Vertical Federated Gradient Boosting for Cross-Enterprise Learning
|
2021 |
SIGMOD |
9.5547291e-05 |
| 1,940 |
Efficient SimRank-based Similarity Join Over Large Graphs
|
2013 |
VLDB |
9.5218119e-05 |
| 1,975 |
FLAT: Fast, Lightweight and Accurate Method for Cardinality Estimation
|
2021 |
VLDB |
9.4645824e-05 |
| 2,123 |
Heterogeneity-aware Distributed Parameter Servers
|
2017 |
SIGMOD |
9.1908202e-05 |
| 2,163 |
Speeding Up Set Intersections in Graph Algorithms using SIMD Instructions
|
2018 |
SIGMOD |
9.0980606e-05 |
| 2,357 |
ICS-GNN: Lightweight Interactive Community Search via Graph Neural Network
|
2021 |
VLDB |
8.773517e-05 |
| 2,450 |
HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework
|
2022 |
VLDB |
8.6318921e-05 |
| 2,595 |
Scalable and Efficient Full-Graph GNN Training for Large Graphs
|
2023 |
SIGMOD |
8.4354501e-05 |
| 2,635 |
Exploiting Matrix Dependency for Efficient Distributed Matrix Computation
|
2015 |
SIGMOD |
8.3840207e-05 |
| 2,735 |
Sliding Window-based Approximate Triangle Counting over Streaming Graphs with Duplicate Edges
|
2021 |
SIGMOD |
8.2521719e-05 |
| 2,858 |
Facilitating Database Tuning with Hyper-Parameter Optimization: A Comprehensive Experimental Evaluation
|
2022 |
VLDB |
8.0942084e-05 |
| 3,162 |
ResTune: Resource Oriented Tuning Boosted by Meta-Learning for Cloud Databases
|
2021 |
SIGMOD |
7.7500959e-05 |
| 3,186 |
BlindFL: Vertical Federated Machine Learning without Peeking into Your Data
|
2022 |
SIGMOD |
7.7267746e-05 |
| 3,234 |
VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition
|
2021 |
VLDB |
7.6850385e-05 |
| 3,379 |
MLog: Towards Declarative In-Database Machine Learning
|
2017 |
VLDB |
7.5320756e-05 |
| 3,540 |
MiCS: Near-linear Scaling for Training Gigantic Model on Public Cloud
|
2023 |
VLDB |
7.3877963e-05 |
| 3,556 |
LOGER: A Learned Optimizer towards Generating Efficient and Robust Query Execution Plans
|
2023 |
VLDB |
7.3765889e-05 |
| 3,767 |
Accelerating Triangle Counting on GPU
|
2021 |
SIGMOD |
7.1923853e-05 |
| 3,802 |
Grain: Improving Data Efficiency of Graph Neural Networks via Diversified Influence Maximization
|
2021 |
VLDB |
7.1672043e-05 |
| 3,833 |
BurstSketch: Finding Bursts in Data Streams
|
2021 |
SIGMOD |
7.1460781e-05 |
| 3,891 |
Leaper: A Learned Prefetcher for Cache Invalidation in LSM-tree based Storage Engines
|
2020 |
VLDB |
7.1021682e-05 |
| 3,918 |
Natural Language Question Answering over RDF — A Graph Data Driven Approach
|
2014 |
SIGMOD |
7.0826211e-05 |
| 3,963 |
Towards Dynamic and Safe Configuration Tuning for Cloud Databases
|
2022 |
SIGMOD |
7.0613658e-05 |
| 4,019 |
SketchML: Accelerating Distributed Machine Learning with Data Sketches
|
2018 |
SIGMOD |
7.0233686e-05 |
| 4,180 |
An Efficient Similarity Search Framework for SimRank over Large Dynamic Graphs
|
2015 |
VLDB |
6.912878e-05 |
| 4,225 |
Mining Top-K Large Structural Patterns in a Massive Network
|
2011 |
VLDB |
6.8842453e-05 |
| 4,377 |
LogGP: A Log-based Dynamic Graph Partitioning Method
|
2014 |
VLDB |
6.8002456e-05 |
| 4,461 |
TencentRec: Real-time Stream Recommendation in Practice
|
2015 |
SIGMOD |
6.7478551e-05 |
| 4,598 |
DILI: A Distribution-Driven Learned Index
|
2023 |
VLDB |
6.6836067e-05 |
| 4,647 |
Tornado: A System For Real-Time Iterative Analysis Over Evolving Data
|
2016 |
SIGMOD |
6.6520818e-05 |
| 4,658 |
PS2: Parameter Server on Spark
|
2019 |
SIGMOD |
6.6454906e-05 |
| 4,662 |
Efficient Cohesive Subgraphs Detection in Parallel
|
2014 |
SIGMOD |
6.6385065e-05 |
| 4,707 |
Challenging the Long Tail Recommendation
|
2012 |
VLDB |
6.6167256e-05 |
| 4,845 |
HET-GMP: A Graph-based System Approach to Scaling Large Embedding Model Training
|
2022 |
SIGMOD |
6.5474925e-05 |
| 4,900 |
Heterogeneity-Aware Distributed Machine Learning Training via Partial Reduce
|
2021 |
SIGMOD |
6.5177887e-05 |
| 4,912 |
Algorithm and System Co-design for Efficient Subgraph-based Graph Representation Learning
|
2022 |
VLDB |
6.5128851e-05 |
| 4,966 |
Relational Approach for Shortest Path Discovery over Large Graphs
|
2012 |
VLDB |
6.4914923e-05 |
| 4,968 |
DBPA: A Benchmark for Transactional Database Performance Anomalies
|
2023 |
SIGMOD |
6.4908142e-05 |
| 5,091 |
How to Build Templates for RDF Question/Answering —An Uncertain Graph Similarity Join Approach
|
2015 |
SIGMOD |
6.4334513e-05 |
| 5,096 |
An Efficient Transfer Learning Based Configuration Adviser for Database Tuning
|
2024 |
VLDB |
6.4313279e-05 |
| 5,123 |
Pyramid Sketch: a Sketch Framework for Frequency Estimation of Data Streams
|
2017 |
VLDB |
6.41927e-05 |
| 5,220 |
GoldMiner: Elastic Scaling of Training Data Pre-Processing Pipelines for Deep Learning
|
2023 |
SIGMOD |
6.3813872e-05 |