| 981 |
Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation |
2022 |
VLDB |
80 |
0.00012713454 |
| 1,042 |
Parallel Subgraph Listing in a Large-Scale Graph |
2014 |
SIGMOD |
32 |
0.00012331317 |
| 1,971 |
Cold Filter: A Meta-Framework for Faster and More Accurate Stream Processing |
2018 |
SIGMOD |
18 |
9.2858543e-05 |
| 2,002 |
FLAT: Fast, Lightweight and Accurate Method for Cardinality Estimation |
2021 |
VLDB |
51 |
9.2076835e-05 |
| 2,010 |
VF2Boost: Very Fast Vertical Federated Gradient Boosting for Cross-Enterprise Learning |
2021 |
SIGMOD |
14 |
9.1945893e-05 |
| 2,186 |
Heterogeneity-aware Distributed Parameter Servers |
2017 |
SIGMOD |
23 |
8.8916253e-05 |
| 2,521 |
HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework |
2022 |
VLDB |
22 |
8.3481558e-05 |
| 2,721 |
ResTune: Resource Oriented Tuning Boosted by Meta-Learning for Cloud Databases |
2021 |
SIGMOD |
38 |
8.0931221e-05 |
| 2,724 |
Exploiting Matrix Dependency for Efficient Distributed Matrix Computation |
2015 |
SIGMOD |
12 |
8.090674e-05 |
| 2,770 |
Facilitating Database Tuning with Hyper-Parameter Optimization: A Comprehensive Experimental Evaluation |
2022 |
VLDB |
34 |
8.0343719e-05 |
| 3,312 |
BlindFL: Vertical Federated Machine Learning without Peeking into Your Data |
2022 |
SIGMOD |
10 |
7.4357331e-05 |
| 3,332 |
VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition |
2021 |
VLDB |
11 |
7.4130985e-05 |
| 3,524 |
MLog: Towards Declarative In-Database Machine Learning |
2017 |
VLDB |
12 |
7.2303094e-05 |
| 3,873 |
SketchML: Accelerating Distributed Machine Learning with Data Sketches |
2018 |
SIGMOD |
15 |
6.9507449e-05 |
| 3,899 |
Grain: Improving Data Efficiency of Graph Neural Networks via Diversified Influence Maximization |
2021 |
VLDB |
8 |
6.9325861e-05 |
| 3,981 |
BurstSketch: Finding Bursts in Data Streams |
2021 |
SIGMOD |
8 |
6.875616e-05 |
| 4,080 |
Towards Dynamic and Safe Configuration Tuning for Cloud Databases |
2022 |
SIGMOD |
23 |
6.8151596e-05 |
| 4,304 |
An Efficient Similarity Search Framework for SimRank over Large Dynamic Graphs |
2015 |
VLDB |
10 |
6.67405e-05 |
| 4,357 |
Challenging the Long Tail Recommendation |
2012 |
VLDB |
8 |
6.6377807e-05 |
| 4,500 |
PQCache: Product Quantization-based KVCache for Long Context LLM Inference |
2025 |
SIGMOD |
6 |
6.573164e-05 |
| 4,543 |
LogGP: A Log-based Dynamic Graph Partitioning Method |
2014 |
VLDB |
4 |
6.5451355e-05 |
| 4,629 |
TencentRec: Real-time Stream Recommendation in Practice |
2015 |
SIGMOD |
7 |
6.4938002e-05 |
| 4,672 |
Supporting Frequent Updates in R-Trees: A Bottom-Up Approach |
2003 |
VLDB |
10 |
6.4746755e-05 |
| 4,758 |
Efficient Cohesive Subgraphs Detection in Parallel |
2014 |
SIGMOD |
7 |
6.4293075e-05 |
| 4,781 |
Tornado: A System For Real-Time Iterative Analysis Over Evolving Data |
2016 |
SIGMOD |
9 |
6.4154314e-05 |
| 4,949 |
HET-GMP: A Graph-based System Approach to Scaling Large Embedding Model Training |
2022 |
SIGMOD |
12 |
6.3405861e-05 |
| 4,965 |
Heterogeneity-Aware Distributed Machine Learning Training via Partial Reduce |
2021 |
SIGMOD |
14 |
6.3354086e-05 |
| 5,011 |
Galvatron: Efficient Transformer Training over Multiple GPUs Using Automatic Parallelism |
2023 |
VLDB |
14 |
6.3131083e-05 |
| 5,080 |
DBPA: A Benchmark for Transactional Database Performance Anomalies |
2023 |
SIGMOD |
4 |
6.2830313e-05 |
| 5,284 |
An Efficient Transfer Learning Based Configuration Adviser for Database Tuning |
2024 |
VLDB |
15 |
6.1963031e-05 |
| 5,437 |
PS2: Parameter Server on Spark |
2019 |
SIGMOD |
8 |
6.1279659e-05 |
| 5,511 |
SiriusBI: A Comprehensive LLM-Powered Solution for Data Analytics in Business Intelligence |
2025 |
VLDB |
2 |
6.0968143e-05 |
| 5,724 |
An Experimental Evaluation of Large Scale GBDT Systems |
2019 |
VLDB |
8 |
6.0150027e-05 |
| 5,943 |
Operation-Aware Buffer Management in Flash-based Systems |
2011 |
SIGMOD |
4 |
5.9361142e-05 |
| 6,305 |
Memory-Aware Framework for Efficient Second-Order Random Walk on Large Graphs |
2020 |
SIGMOD |
5 |
5.8161222e-05 |
| 6,453 |
Towards General and Efficient Online Tuning for Spark |
2023 |
VLDB |
7 |
5.7790502e-05 |
| 6,465 |
ALG: Fast and Accurate Active Learning Framework for Graph Convolutional Networks |
2021 |
SIGMOD |
6 |
5.7737349e-05 |
| 6,678 |
Reliable Data Distillation on Graph Convolutional Network |
2020 |
SIGMOD |
9 |
5.7098648e-05 |
| 6,732 |
A Unified and Efficient Coordinating Framework for Autonomous DBMS Tuning |
2023 |
SIGMOD |
6 |
5.6921776e-05 |
| 6,757 |
An Experimental Evaluation of SimRank-based Similarity Search Algorithms |
2017 |
VLDB |
4 |
5.6879037e-05 |
| 6,845 |
Towards Unified Ad-hoc Data Processing |
2014 |
SIGMOD |
2 |
5.6642425e-05 |
| 6,858 |
OUTRE: An OUT-of-core De-REdundancy GNN Training Framework for Massive Graphs within A Single Machine |
2024 |
VLDB |
3 |
5.6620796e-05 |
| 7,183 |
On-Off Sketch: A Fast and Accurate Sketch on Persistence |
2021 |
VLDB |
3 |
5.5902277e-05 |
| 7,260 |
An I/O-Efficient Disk-based Graph System for Scalable Second-Order Random Walk of Large Graphs |
2022 |
VLDB |
3 |
5.5695153e-05 |
| 7,536 |
Effective Variation Management for Pseudo Periodical Streams |
2007 |
SIGMOD |
1 |
5.4983711e-05 |
| 7,643 |
Stingy Sketch: A Sketch Framework for Accurate and Fast Frequency Estimation |
2022 |
VLDB |
5 |
5.4747961e-05 |
| 7,878 |
Double-Anonymous Sketch: Achieving Top-K-fairness for Finding Global Top-K Frequent Items |
2023 |
SIGMOD |
2 |
5.4332155e-05 |
| 8,024 |
LadderFilter: Filtering Infrequent Items with Small Memory and Time Overhead |
2023 |
SIGMOD |
3 |
5.4035905e-05 |
| 8,042 |
JoinSketch: A Sketch Algorithm for Accurate and Unbiased Inner-Product Estimation |
2023 |
SIGMOD |
4 |
5.3999898e-05 |
| 8,186 |
Towards Designing and Learning Piecewise Space-Filling Curves |
2023 |
VLDB |
5 |
5.3800965e-05 |
| 8,205 |
Angel-PTM: A Scalable and Economical Large-scale Pre-training System in Tencent |
2023 |
VLDB |
5 |
5.3769281e-05 |
| 8,257 |
SDP_PIPE: A Semi-Decentralized Framework for Heterogeneity-aware Pipeline-parallel Training |
2023 |
VLDB |
3 |
5.3661896e-05 |
| 8,283 |
Hyper-Tune: Towards Efficient Hyper-parameter Tuning at Scale |
2022 |
VLDB |
4 |
5.3613692e-05 |
| 8,484 |
TreeSensing: Linearly Compressing Sketches with Flexibility |
2023 |
SIGMOD |
3 |
5.330748e-05 |
| 8,545 |
Hunting Temporal Bumps in Graphs with Dynamic Vertex Properties |
2022 |
SIGMOD |
2 |
5.3178076e-05 |
| 8,610 |
Scapin: Scalable Graph Structure Perturbation by Augmented Influence Maximization |
2023 |
SIGMOD |
3 |
5.30241e-05 |
| 8,700 |
Finding Group Steiner Trees in Graphs with both Vertex and Edge Weights |
2021 |
VLDB |
3 |
5.2880532e-05 |
| 8,710 |
Community Level Diffusion Extraction |
2015 |
SIGMOD |
1 |
5.2880532e-05 |
| 8,820 |
FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device Placement |
2023 |
SIGMOD |
5 |
5.269787e-05 |
| 8,919 |
A Temporal Context-Aware Model for User Behavior Modeling in Social Media Systems |
2014 |
SIGMOD |
3 |
5.2534908e-05 |
| 8,935 |
Contorting High Dimensional Data for Efficient Main Memory KNN Processing |
2003 |
SIGMOD |
1 |
5.2534908e-05 |
| 9,705 |
Experimental Analysis of Large-scale Learnable Vector Storage Compression |
2024 |
VLDB |
4 |
5.1357625e-05 |
| 9,739 |
CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation Models |
2024 |
SIGMOD |
2 |
5.1325223e-05 |
| 9,853 |
DimBoost: Boosting Gradient Boosting Decision Tree to Higher Dimensions |
2018 |
SIGMOD |
8 |
5.1188938e-05 |
| 10,047 |
MEMO: Fine-grained Tensor Management For Ultra-long Context LLM Training |
2025 |
SIGMOD |
2 |
5.0896901e-05 |
| 10,080 |
TeRec: A Temporal Recommender System Over Tweet Stream |
2013 |
VLDB |
3 |
5.0826198e-05 |
| 10,089 |
ContTune: Continuous Tuning by Conservative Bayesian Optimization for Distributed Stream Data Processing Systems |
2023 |
VLDB |
2 |
5.0806786e-05 |
| 10,349 |
Towards Communication-efficient Vertical Federated Learning Training via Cache-enabled Local Updates |
2022 |
VLDB |
4 |
5.0144155e-05 |
| 10,588 |
Hydraulis: Balancing Large Transformer Model Training via Co-designing Parallel Strategies and Data Assignment |
2026 |
SIGMOD |
0 |
4.9769913e-05 |
| 10,791 |
QA-GraphRAG: Query-Adaptive Plug-and-Play Retrieval Integration for Graph-based Retrieval-Augmented Generation |
2026 |
VLDB |
0 |
4.9769913e-05 |
| 10,883 |
BBC: Improving Large-k Approximate Nearest Neighbor Search with a Bucket-based Result Collector |
2026 |
VLDB |
1 |
4.9769913e-05 |
| 10,896 |
MFTune: An Efficient Multi-fidelity Framework for Spark SQL Configuration Tuning |
2026 |
VLDB |
0 |
4.9769913e-05 |
| 11,198 |
Malleus: Straggler-Resilient Hybrid Parallel Training of Large-scale Models via Malleable Data and Model Parallelization |
2025 |
SIGMOD |
1 |
4.9769913e-05 |
| 11,290 |
LobRA: Multi-tenant Fine-tuning over Heterogeneous Data |
2025 |
VLDB |
1 |
4.9769913e-05 |
| 11,332 |
PS-MI: Accurate, Efficient, and Private Data Valuation in Vertical Federated Learning |
2025 |
VLDB |
0 |
4.9769913e-05 |
| 11,507 |
NPA: Improving Large-scale Graph Neural Networks with Non-parametric Attention |
2024 |
SIGMOD |
0 |
4.9769913e-05 |
| 11,877 |
MinMax Sampling: A Near-optimal Global Summary for Aggregation in the Wide Area |
2022 |
SIGMOD |
0 |
4.9769913e-05 |
| 12,133 |
Hunting Multiple Bumps in Graphs |
2020 |
VLDB |
2 |
4.9769913e-05 |
| 12,302 |
LDA*: A Robust and Large-scale Topic Modeling System |
2017 |
VLDB |
5 |
4.9769913e-05 |
| 12,348 |
Real-time Video Recommendation Exploration |
2016 |
SIGMOD |
1 |
4.9769913e-05 |
| 12,716 |
Multiple Feature Fusion for Social Media Applications |
2010 |
SIGMOD |
0 |
4.9769913e-05 |
| 13,783 |
EdgeDIPN: a Unified Deep Intent Prediction Network Deployed at the Edge |
2021 |
VLDB |
0 |
- |