| 74 |
Automatic Database Management System Tuning Through Large-scale Machine Learning
|
2017 |
SIGMOD |
0.00037164008 |
| 902 |
Parallelizing Sequential Graph Computations
|
2017 |
SIGMOD |
0.00013142001 |
| 983 |
Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation
|
2022 |
VLDB |
0.00012677179 |
| 1,046 |
Parallel Subgraph Listing in a Large-Scale Graph
|
2014 |
SIGMOD |
0.00012315969 |
| 1,133 |
Large Graph Processing in the Cloud
|
2010 |
SIGMOD |
0.00011867467 |
| 1,780 |
ByteGNN: Efficient Graph Neural Network Training at Large Scale
|
2022 |
VLDB |
9.6601841e-05 |
| 1,813 |
gStore: Answering SPARQL Queries via Subgraph Matching
|
2011 |
VLDB |
9.5705978e-05 |
| 1,860 |
Speeding Up Set Intersections in Graph Algorithms using SIMD Instructions
|
2018 |
SIGMOD |
9.4720431e-05 |
| 1,873 |
Efficient SimRank-based Similarity Join Over Large Graphs
|
2013 |
VLDB |
9.4472588e-05 |
| 1,903 |
Cold Filter: A Meta-Framework for Faster and More Accurate Stream Processing
|
2018 |
SIGMOD |
9.383454e-05 |
| 2,009 |
FLAT: Fast, Lightweight and Accurate Method for Cardinality Estimation
|
2021 |
VLDB |
9.1813272e-05 |
| 2,020 |
VF2Boost: Very Fast Vertical Federated Gradient Boosting for Cross-Enterprise Learning
|
2021 |
SIGMOD |
9.1641863e-05 |
| 2,196 |
Heterogeneity-aware Distributed Parameter Servers
|
2017 |
SIGMOD |
8.8807201e-05 |
| 2,325 |
Scalable and Efficient Full-Graph GNN Training for Large Graphs
|
2023 |
SIGMOD |
8.625677e-05 |
| 2,366 |
ICS-GNN: Lightweight Interactive Community Search via Graph Neural Network
|
2021 |
VLDB |
8.5505796e-05 |
| 2,525 |
HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework
|
2022 |
VLDB |
8.3302991e-05 |
| 2,572 |
ResTune: Resource Oriented Tuning Boosted by Meta-Learning for Cloud Databases
|
2021 |
SIGMOD |
8.2581875e-05 |
| 2,680 |
Sliding Window-based Approximate Triangle Counting over Streaming Graphs with Duplicate Edges
|
2021 |
SIGMOD |
8.1227558e-05 |
| 2,720 |
Exploiting Matrix Dependency for Efficient Distributed Matrix Computation
|
2015 |
SIGMOD |
8.0778267e-05 |
| 2,779 |
Facilitating Database Tuning with Hyper-Parameter Optimization: A Comprehensive Experimental Evaluation
|
2022 |
VLDB |
8.0085666e-05 |
| 3,234 |
MiCS: Near-linear Scaling for Training Gigantic Model on Public Cloud
|
2023 |
VLDB |
7.4879757e-05 |
| 3,321 |
Accelerating Triangle Counting on GPU
|
2021 |
SIGMOD |
7.4117038e-05 |
| 3,324 |
BlindFL: Vertical Federated Machine Learning without Peeking into Your Data
|
2022 |
SIGMOD |
7.4111459e-05 |
| 3,340 |
VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition
|
2021 |
VLDB |
7.3886578e-05 |
| 3,481 |
LOGER: A Learned Optimizer towards Generating Efficient and Robust Query Execution Plans
|
2023 |
VLDB |
7.2463722e-05 |
| 3,520 |
MLog: Towards Declarative In-Database Machine Learning
|
2017 |
VLDB |
7.2180592e-05 |
| 3,679 |
Leaper: A Learned Prefetcher for Cache Invalidation in LSM-tree based Storage Engines
|
2020 |
VLDB |
7.0849238e-05 |
| 3,878 |
Grain: Improving Data Efficiency of Graph Neural Networks via Diversified Influence Maximization
|
2021 |
VLDB |
6.9334452e-05 |
| 3,887 |
SketchML: Accelerating Distributed Machine Learning with Data Sketches
|
2018 |
SIGMOD |
6.9277708e-05 |
| 3,972 |
PQCache: Product Quantization-based KVCache for Long Context LLM Inference
|
2025 |
SIGMOD |
6.8744954e-05 |
| 3,996 |
BurstSketch: Finding Bursts in Data Streams
|
2021 |
SIGMOD |
6.8528809e-05 |
| 4,101 |
Towards Dynamic and Safe Configuration Tuning for Cloud Databases
|
2022 |
SIGMOD |
6.7930727e-05 |
| 4,103 |
Natural Language Question Answering over RDF — A Graph Data Driven Approach
|
2014 |
SIGMOD |
6.792391e-05 |
| 4,320 |
An Efficient Similarity Search Framework for SimRank over Large Dynamic Graphs
|
2015 |
VLDB |
6.6519974e-05 |
| 4,356 |
Challenging the Long Tail Recommendation
|
2012 |
VLDB |
6.630005e-05 |
| 4,363 |
Mining Top-K Large Structural Patterns in a Massive Network
|
2011 |
VLDB |
6.6264137e-05 |
| 4,389 |
DILI: A Distribution-Driven Learned Index
|
2023 |
VLDB |
6.6111249e-05 |
| 4,560 |
LogGP: A Log-based Dynamic Graph Partitioning Method
|
2014 |
VLDB |
6.523673e-05 |
| 4,642 |
Algorithm and System Co-design for Efficient Subgraph-based Graph Representation Learning
|
2022 |
VLDB |
6.4737342e-05 |
| 4,647 |
TencentRec: Real-time Stream Recommendation in Practice
|
2015 |
SIGMOD |
6.4724938e-05 |
| 4,731 |
Efficient Cohesive Subgraphs Detection in Parallel
|
2014 |
SIGMOD |
6.4313179e-05 |
| 4,800 |
Tornado: A System For Real-Time Iterative Analysis Over Evolving Data
|
2016 |
SIGMOD |
6.3942642e-05 |
| 4,961 |
Heterogeneity-Aware Distributed Machine Learning Training via Partial Reduce
|
2021 |
SIGMOD |
6.3246342e-05 |
| 4,974 |
HET-GMP: A Graph-based System Approach to Scaling Large Embedding Model Training
|
2022 |
SIGMOD |
6.3196773e-05 |
| 5,005 |
Pyramid Sketch: a Sketch Framework for Frequency Estimation of Data Streams
|
2017 |
VLDB |
6.3061786e-05 |
| 5,011 |
Galvatron: Efficient Transformer Training over Multiple GPUs Using Automatic Parallelism
|
2023 |
VLDB |
6.3030066e-05 |
| 5,045 |
Privacy Preserving Subgraph Matching on Large Graphs in Cloud
|
2016 |
SIGMOD |
6.2887092e-05 |
| 5,098 |
DBPA: A Benchmark for Transactional Database Performance Anomalies
|
2023 |
SIGMOD |
6.2631174e-05 |
| 5,115 |
Relational Approach for Shortest Path Discovery over Large Graphs
|
2012 |
VLDB |
6.2559695e-05 |
| 5,304 |
An Efficient Transfer Learning Based Configuration Adviser for Database Tuning
|
2024 |
VLDB |
6.1758143e-05 |