| 5,158 |
Forecasting Big Time Series: Old and New |
2018 |
VLDB |
6.3404905e-05 |
| 5,171 |
An Efficient Transfer Learning Based Configuration Adviser for Database Tuning |
2024 |
VLDB |
6.3347618e-05 |
| 5,226 |
Breaking Down Memory Walls: Adaptive Memory Management in LSM-based Storage Systems |
2021 |
VLDB |
6.3090383e-05 |
| 5,340 |
Machine Learning for Databases |
2021 |
VLDB |
6.2603359e-05 |
| 5,369 |
Intelligent Scaling in Amazon Redshift |
2024 |
SIGMOD |
6.2437078e-05 |
| 5,388 |
Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing |
2022 |
VLDB |
6.2362811e-05 |
| 5,766 |
Endure: A Robust Tuning Paradigm for LSM Trees Under Workload Uncertainty |
2022 |
VLDB |
6.094771e-05 |
| 5,856 |
Automatic Database Configuration Debugging using Retrieval-Augmented Language Models |
2025 |
SIGMOD |
6.0644656e-05 |
| 5,865 |
Speedup Your Analytics: Automatic Parameter Tuning for Databases and Big Data Systems |
2019 |
VLDB |
6.0619534e-05 |
| 5,974 |
Towards instance-optimized data systems |
2021 |
VLDB |
6.0230488e-05 |
| 5,978 |
From Auto-tuning One Size Fits All to Self-designed and Learned Data-intensive Systems |
2019 |
SIGMOD |
6.0212877e-05 |
| 6,082 |
iQCAR: inter-Query Contention Analyzer for Data Analytics Frameworks |
2019 |
SIGMOD |
5.9841079e-05 |
| 6,121 |
The Cosmos Big Data Platform at Microsoft: Over a Decade of Progress and a Decade to Look Forward |
2021 |
VLDB |
5.9688569e-05 |
| 6,132 |
Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data |
2023 |
SIGMOD |
5.9660278e-05 |
| 6,163 |
A Critical Analysis of Recursive Model Indexes |
2022 |
VLDB |
5.9532723e-05 |
| 6,323 |
Modeling Shifting Workloads for Learned Database Systems |
2024 |
SIGMOD |
5.9141228e-05 |
| 6,344 |
Towards General and Efficient Online Tuning for Spark |
2023 |
VLDB |
5.9060457e-05 |
| 6,361 |
Contention-Aware Lock Scheduling for Transactional Databases |
2018 |
VLDB |
5.9009048e-05 |
| 6,462 |
PilotScope: Steering Databases with Machine Learning Drivers |
2024 |
VLDB |
5.8717744e-05 |
| 6,600 |
A Unified and Efficient Coordinating Framework for Autonomous DBMS Tuning |
2023 |
SIGMOD |
5.8250114e-05 |
| 6,782 |
Everything is a Transaction: Unifying Logical Concurrency Control and Physical Data Structure Maintenance in Database Management Systems |
2021 |
CIDR |
5.7762362e-05 |
| 6,843 |
Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads |
2023 |
SIGMOD |
5.7573899e-05 |
| 6,921 |
Rethinking Learned Cost Models: Why Start from Scratch? |
2023 |
SIGMOD |
5.7388557e-05 |
| 6,939 |
Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities |
2022 |
SIGMOD |
5.7338637e-05 |
| 6,946 |
KEA: Tuning an Exabyte-Scale Data Infrastructure |
2021 |
SIGMOD |
5.7309848e-05 |
| 6,997 |
E2ETune: End-to-End Knob Tuning via Fine-tuned Generative Language Model |
2025 |
VLDB |
5.7300324e-05 |
| 7,261 |
LRU-C: Parallelizing Database I/Os for Flash SSDs |
2023 |
VLDB |
5.6612613e-05 |
| 7,360 |
On the Efficiency of K-Means Clustering: Evaluation, Optimization, and Algorithm Selection |
2021 |
VLDB |
5.6340845e-05 |
| 7,755 |
Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD |
2024 |
VLDB |
5.5519655e-05 |
| 7,757 |
CAMAL: Optimizing LSM-trees via Active Learning |
2024 |
SIGMOD |
5.5508469e-05 |
| 7,762 |
Runtime Variation in Big Data Analytics |
2023 |
SIGMOD |
5.5501898e-05 |
| 7,785 |
Tastes Great! Less Filling! High Performance and Accurate Training Data Collection for Self-Driving Database Management Systems |
2022 |
SIGMOD |
5.5450355e-05 |
| 7,825 |
RCRank: Multimodal Ranking of Root Causes of Slow Queries in Cloud Database Systems |
2025 |
VLDB |
5.5367884e-05 |
| 7,846 |
The Holon Approach for Simultaneously Tuning Multiple Components in a Self-Driving Database Management System with Machine Learning via Synthesized Proto-Actions |
2024 |
VLDB |
5.5331459e-05 |
| 7,920 |
Dendrite: Bolt-on Adaptivity for Data Systems |
2021 |
SIGMOD |
5.5181056e-05 |
| 7,922 |
Sentinel: Understanding Data Systems |
2020 |
SIGMOD |
5.5181056e-05 |
| 7,996 |
When Database Meets New Storage Devices: Understanding and Exposing Performance Mismatches via Configurations |
2023 |
VLDB |
5.5096162e-05 |
| 8,016 |
Two is Better Than One: The Case for 2-Tree for Skewed Data Sets |
2023 |
CIDR |
5.5070057e-05 |
| 8,039 |
Algorithmic Complexity Attacks on Dynamic Learned Indexes |
2024 |
VLDB |
5.5021992e-05 |
| 8,127 |
The Case for NLP-Enhanced Database Tuning: Towards Tuning Tools that “Read the Manual” |
2021 |
VLDB |
5.4826853e-05 |
| 8,185 |
BugDoc: Algorithms to Debug Computational Processes |
2020 |
SIGMOD |
5.4707797e-05 |
| 8,323 |
SageDB: An Instance-Optimized Data Analytics System |
2022 |
VLDB |
5.4539294e-05 |
| 8,375 |
Serverless State Management Systems |
2024 |
CIDR |
5.4391978e-05 |
| 8,463 |
Limousine: Blending Learned and Classical Indexes to Self-Design Larger-than-Memory Cloud Storage Engines |
2024 |
SIGMOD |
5.4205593e-05 |
| 8,490 |
FusionInsight LibrA: Huawei’s Enterprise Cloud Data Analytics Platform |
2018 |
VLDB |
5.4152314e-05 |
| 8,591 |
A New Paradigm in Tuning Learned Indexes: A Reinforcement Learning Enhanced Approach |
2025 |
SIGMOD |
5.4059856e-05 |
| 8,615 |
A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning |
2024 |
VLDB |
5.4005602e-05 |
| 8,710 |
Avoiding Read Stalls on Flash Storage |
2022 |
SIGMOD |
5.378796e-05 |
| 8,723 |
Your Read is Our Priority in Flash Storage |
2022 |
VLDB |
5.3769695e-05 |
| 8,783 |
Tiresias: Enabling Predictive Autonomous Storage and Indexing |
2022 |
VLDB |
5.3740362e-05 |