| 982 |
Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation |
2022 |
VLDB |
0.00012714044 |
| 1,046 |
Parallel Subgraph Listing in a Large-Scale Graph |
2014 |
SIGMOD |
0.00012319866 |
| 1,970 |
Cold Filter: A Meta-Framework for Faster and More Accurate Stream Processing |
2018 |
SIGMOD |
9.2902522e-05 |
| 2,004 |
FLAT: Fast, Lightweight and Accurate Method for Cardinality Estimation |
2021 |
VLDB |
9.2065719e-05 |
| 2,007 |
VF2Boost: Very Fast Vertical Federated Gradient Boosting for Cross-Enterprise Learning |
2021 |
SIGMOD |
9.198944e-05 |
| 2,184 |
Heterogeneity-aware Distributed Parameter Servers |
2017 |
SIGMOD |
8.8958335e-05 |
| 2,519 |
HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework |
2022 |
VLDB |
8.3521095e-05 |
| 2,720 |
ResTune: Resource Oriented Tuning Boosted by Meta-Learning for Cloud Databases |
2021 |
SIGMOD |
8.0966919e-05 |
| 2,723 |
Exploiting Matrix Dependency for Efficient Distributed Matrix Computation |
2015 |
SIGMOD |
8.0944934e-05 |
| 2,772 |
Facilitating Database Tuning with Hyper-Parameter Optimization: A Comprehensive Experimental Evaluation |
2022 |
VLDB |
8.035288e-05 |
| 3,311 |
BlindFL: Vertical Federated Machine Learning without Peeking into Your Data |
2022 |
SIGMOD |
7.4392547e-05 |
| 3,331 |
VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition |
2021 |
VLDB |
7.4166095e-05 |
| 3,524 |
MLog: Towards Declarative In-Database Machine Learning |
2017 |
VLDB |
7.2337006e-05 |
| 3,872 |
SketchML: Accelerating Distributed Machine Learning with Data Sketches |
2018 |
SIGMOD |
6.9540368e-05 |
| 3,899 |
Grain: Improving Data Efficiency of Graph Neural Networks via Diversified Influence Maximization |
2021 |
VLDB |
6.9358695e-05 |
| 3,980 |
BurstSketch: Finding Bursts in Data Streams |
2021 |
SIGMOD |
6.8788724e-05 |
| 4,079 |
Towards Dynamic and Safe Configuration Tuning for Cloud Databases |
2022 |
SIGMOD |
6.818264e-05 |
| 4,303 |
An Efficient Similarity Search Framework for SimRank over Large Dynamic Graphs |
2015 |
VLDB |
6.6772109e-05 |
| 4,356 |
Challenging the Long Tail Recommendation |
2012 |
VLDB |
6.6409244e-05 |
| 4,498 |
PQCache: Product Quantization-based KVCache for Long Context LLM Inference |
2025 |
SIGMOD |
6.5762771e-05 |
| 4,542 |
LogGP: A Log-based Dynamic Graph Partitioning Method |
2014 |
VLDB |
6.5482322e-05 |
| 4,626 |
TencentRec: Real-time Stream Recommendation in Practice |
2015 |
SIGMOD |
6.4968757e-05 |
| 4,670 |
Supporting Frequent Updates in R-Trees: A Bottom-Up Approach |
2003 |
VLDB |
6.47772e-05 |
| 4,755 |
Efficient Cohesive Subgraphs Detection in Parallel |
2014 |
SIGMOD |
6.4323525e-05 |
| 4,777 |
Tornado: A System For Real-Time Iterative Analysis Over Evolving Data |
2016 |
SIGMOD |
6.4184698e-05 |
| 4,945 |
HET-GMP: A Graph-based System Approach to Scaling Large Embedding Model Training |
2022 |
SIGMOD |
6.3435891e-05 |
| 4,963 |
Heterogeneity-Aware Distributed Machine Learning Training via Partial Reduce |
2021 |
SIGMOD |
6.3384091e-05 |
| 5,009 |
Galvatron: Efficient Transformer Training over Multiple GPUs Using Automatic Parallelism |
2023 |
VLDB |
6.3158866e-05 |
| 5,077 |
DBPA: A Benchmark for Transactional Database Performance Anomalies |
2023 |
SIGMOD |
6.2858696e-05 |
| 5,286 |
An Efficient Transfer Learning Based Configuration Adviser for Database Tuning |
2024 |
VLDB |
6.1971399e-05 |
| 5,433 |
PS2: Parameter Server on Spark |
2019 |
SIGMOD |
6.1308667e-05 |
| 5,508 |
SiriusBI: A Comprehensive LLM-Powered Solution for Data Analytics in Business Intelligence |
2025 |
VLDB |
6.0997019e-05 |
| 5,723 |
An Experimental Evaluation of Large Scale GBDT Systems |
2019 |
VLDB |
6.0178515e-05 |
| 5,943 |
Operation-Aware Buffer Management in Flash-based Systems |
2011 |
SIGMOD |
5.9387777e-05 |
| 6,301 |
Memory-Aware Framework for Efficient Second-Order Random Walk on Large Graphs |
2020 |
SIGMOD |
5.8188746e-05 |
| 6,450 |
Towards General and Efficient Online Tuning for Spark |
2023 |
VLDB |
5.7817872e-05 |
| 6,463 |
ALG: Fast and Accurate Active Learning Framework for Graph Convolutional Networks |
2021 |
SIGMOD |
5.7764694e-05 |
| 6,674 |
Reliable Data Distillation on Graph Convolutional Network |
2020 |
SIGMOD |
5.7125691e-05 |
| 6,726 |
A Unified and Efficient Coordinating Framework for Autonomous DBMS Tuning |
2023 |
SIGMOD |
5.6948731e-05 |
| 6,752 |
An Experimental Evaluation of SimRank-based Similarity Search Algorithms |
2017 |
VLDB |
5.6905975e-05 |
| 6,840 |
Towards Unified Ad-hoc Data Processing |
2014 |
SIGMOD |
5.6669233e-05 |
| 6,852 |
OUTRE: An OUT-of-core De-REdundancy GNN Training Framework for Massive Graphs within A Single Machine |
2024 |
VLDB |
5.6647613e-05 |
| 7,180 |
On-Off Sketch: A Fast and Accurate Sketch on Persistence |
2021 |
VLDB |
5.5928753e-05 |
| 7,263 |
An I/O-Efficient Disk-based Graph System for Scalable Second-Order Random Walk of Large Graphs |
2022 |
VLDB |
5.5711876e-05 |
| 7,530 |
Effective Variation Management for Pseudo Periodical Streams |
2007 |
SIGMOD |
5.5009752e-05 |
| 7,637 |
Stingy Sketch: A Sketch Framework for Accurate and Fast Frequency Estimation |
2022 |
VLDB |
5.477389e-05 |
| 7,873 |
Double-Anonymous Sketch: Achieving Top-K-fairness for Finding Global Top-K Frequent Items |
2023 |
SIGMOD |
5.4357887e-05 |
| 8,019 |
LadderFilter: Filtering Infrequent Items with Small Memory and Time Overhead |
2023 |
SIGMOD |
5.4061498e-05 |
| 8,035 |
JoinSketch: A Sketch Algorithm for Accurate and Unbiased Inner-Product Estimation |
2023 |
SIGMOD |
5.4025473e-05 |
| 8,179 |
Towards Designing and Learning Piecewise Space-Filling Curves |
2023 |
VLDB |
5.3826446e-05 |