| 5,018 |
Breaking Down Memory Walls: Adaptive Memory Management in LSM-based Storage Systems |
2021 |
VLDB |
6.3121723e-05 |
| 5,058 |
Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing |
2022 |
VLDB |
6.2926774e-05 |
| 5,077 |
DBPA: A Benchmark for Transactional Database Performance Anomalies |
2023 |
SIGMOD |
6.2858696e-05 |
| 5,194 |
Database Workload Characterization with Query Plan Encoders |
2022 |
VLDB |
6.2353557e-05 |
| 5,214 |
Stage: Query Execution Time Prediction in Amazon Redshift |
2024 |
SIGMOD |
6.2248104e-05 |
| 5,248 |
Endure: A Robust Tuning Paradigm for LSM Trees Under Workload Uncertainty |
2022 |
VLDB |
6.211056e-05 |
| 5,266 |
Forecasting Big Time Series: Old and New |
2018 |
VLDB |
6.2023166e-05 |
| 5,286 |
An Efficient Transfer Learning Based Configuration Adviser for Database Tuning |
2024 |
VLDB |
6.1971399e-05 |
| 5,716 |
Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data |
2023 |
SIGMOD |
6.0194657e-05 |
| 5,865 |
Modeling Shifting Workloads for Learned Database Systems |
2024 |
SIGMOD |
5.9659203e-05 |
| 5,871 |
PilotScope: Steering Databases with Machine Learning Drivers |
2024 |
VLDB |
5.9639223e-05 |
| 5,967 |
Speedup Your Analytics: Automatic Parameter Tuning for Databases and Big Data Systems |
2019 |
VLDB |
5.9324372e-05 |
| 5,974 |
Towards instance-optimized data systems |
2021 |
VLDB |
5.9305575e-05 |
| 6,080 |
From Auto-tuning One Size Fits All to Self-designed and Learned Data-intensive Systems |
2019 |
SIGMOD |
5.8924903e-05 |
| 6,112 |
iQCAR: inter-Query Contention Analyzer for Data Analytics Frameworks |
2019 |
SIGMOD |
5.8826029e-05 |
| 6,124 |
Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads |
2023 |
SIGMOD |
5.8788211e-05 |
| 6,245 |
The Cosmos Big Data Platform at Microsoft: Over a Decade of Progress and a Decade to Look Forward |
2021 |
VLDB |
5.837329e-05 |
| 6,274 |
A Critical Analysis of Recursive Model Indexes |
2022 |
VLDB |
5.8271888e-05 |
| 6,450 |
Towards General and Efficient Online Tuning for Spark |
2023 |
VLDB |
5.7817872e-05 |
| 6,479 |
Contention-Aware Lock Scheduling for Transactional Databases |
2018 |
VLDB |
5.7725441e-05 |
| 6,622 |
Everything is a Transaction: Unifying Logical Concurrency Control and Physical Data Structure Maintenance in Database Management Systems |
2021 |
CIDR |
5.7307819e-05 |
| 6,726 |
A Unified and Efficient Coordinating Framework for Autonomous DBMS Tuning |
2023 |
SIGMOD |
5.6948731e-05 |
| 6,753 |
Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities |
2022 |
SIGMOD |
5.6904085e-05 |
| 6,827 |
When Database Meets New Storage Devices: Understanding and Exposing Performance Mismatches via Configurations |
2023 |
VLDB |
5.6699055e-05 |
| 7,033 |
Rethinking Learned Cost Models: Why Start from Scratch? |
2023 |
SIGMOD |
5.6168499e-05 |
| 7,069 |
Saturn: An Optimized Data System for Multi-Large-Model Deep Learning Workloads |
2024 |
VLDB |
5.6083188e-05 |
| 7,070 |
E2ETune: End-to-End Knob Tuning via Fine-tuned Generative Language Model |
2025 |
VLDB |
5.6080535e-05 |
| 7,084 |
KEA: Tuning an Exabyte-Scale Data Infrastructure |
2021 |
SIGMOD |
5.6029455e-05 |
| 7,236 |
RCRank: Multimodal Ranking of Root Causes of Slow Queries in Cloud Database Systems |
2025 |
VLDB |
5.5790509e-05 |
| 7,373 |
LRU-C: Parallelizing Database I/Os for Flash SSDs |
2023 |
VLDB |
5.5402255e-05 |
| 7,502 |
On the Efficiency of K-Means Clustering: Evaluation, Optimization, and Algorithm Selection |
2021 |
VLDB |
5.5076707e-05 |
| 7,598 |
SageDB: An Instance-Optimized Data Analytics System |
2022 |
VLDB |
5.4871733e-05 |
| 7,626 |
BugDoc: Algorithms to Debug Computational Processes |
2020 |
SIGMOD |
5.4814815e-05 |
| 7,822 |
Bespoke OLAP: Synthesizing Workload-Specific One-size-fits-one Database Engines |
2026 |
VLDB |
5.4461624e-05 |
| 7,864 |
Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD |
2024 |
VLDB |
5.4367919e-05 |
| 7,905 |
CAMAL: Optimizing LSM-trees via Active Learning |
2024 |
SIGMOD |
5.4291824e-05 |
| 7,915 |
Tastes Great! Less Filling! High Performance and Accurate Training Data Collection for Self-Driving Database Management Systems |
2022 |
SIGMOD |
5.4276987e-05 |
| 7,925 |
Runtime Variation in Big Data Analytics |
2023 |
SIGMOD |
5.4256585e-05 |
| 7,977 |
The Holon Approach for Simultaneously Tuning Multiple Components in a Self-Driving Database Management System with Machine Learning via Synthesized Proto-Actions |
2024 |
VLDB |
5.4142519e-05 |
| 8,004 |
A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning |
2024 |
VLDB |
5.4089097e-05 |
| 8,087 |
Dendrite: Bolt-on Adaptivity for Data Systems |
2021 |
SIGMOD |
5.3942942e-05 |
| 8,090 |
Sentinel: Understanding Data Systems |
2020 |
SIGMOD |
5.3942942e-05 |
| 8,129 |
Two is Better Than One: The Case for 2-Tree for Skewed Data Sets |
2023 |
CIDR |
5.3938156e-05 |
| 8,200 |
Algorithmic Complexity Attacks on Dynamic Learned Indexes |
2024 |
VLDB |
5.3787447e-05 |
| 8,258 |
The Case for NLP-Enhanced Database Tuning: Towards Tuning Tools that “Read the Manual” |
2021 |
VLDB |
5.3671363e-05 |
| 8,542 |
Serverless State Management Systems |
2024 |
CIDR |
5.3189983e-05 |
| 8,620 |
Limousine: Blending Learned and Classical Indexes to Self-Design Larger-than-Memory Cloud Storage Engines |
2024 |
SIGMOD |
5.301557e-05 |
| 8,636 |
PBench: Workload Synthesizer with Real Statistics for Cloud Analytics Benchmarking |
2025 |
VLDB |
5.2981619e-05 |
| 8,648 |
FusionInsight LibrA: Huawei’s Enterprise Cloud Data Analytics Platform |
2018 |
VLDB |
5.295083e-05 |
| 8,753 |
A New Paradigm in Tuning Learned Indexes: A Reinforcement Learning Enhanced Approach |
2025 |
SIGMOD |
5.2846898e-05 |