| 1,666 |
HELIX: Holistic Optimization for Accelerating Iterative Machine Learning |
2019 |
VLDB |
0.00010955907 |
| 3,610 |
EVA: A Symbolic Approach to Accelerating Exploratory Video Analytics with Materialized Views |
2022 |
SIGMOD |
6.919859e-05 |
| 3,623 |
Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings |
2020 |
SIGMOD |
6.9017341e-05 |
| 3,903 |
Automated Verification of Query Equivalence Using Satisfiability Modulo Theories |
2019 |
VLDB |
6.6439695e-05 |
| 4,151 |
openGauss: An Autonomous Database System |
2021 |
VLDB |
6.4020605e-05 |
| 4,621 |
Automated Generation of Materialized Views in Oracle |
2020 |
VLDB |
6.036749e-05 |
| 4,779 |
LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems |
2021 |
SIGMOD |
5.9259373e-05 |
| 5,001 |
GenRewrite: Query Rewriting via Large Language Models |
2026 |
SIGMOD |
5.7634197e-05 |
| 5,575 |
Optimizing Data Pipelines for Machine Learning in Feature Stores |
2023 |
VLDB |
5.4253204e-05 |
| 5,941 |
Eraser: Eliminating Performance Regression on Learned Query Optimizer |
2024 |
VLDB |
5.2594013e-05 |
| 6,152 |
Crystal: A Unified Cache Storage System for Analytical Databases |
2021 |
VLDB |
5.1802666e-05 |
| 6,278 |
The Cosmos Big Data Platform at Microsoft: Over a Decade of Progress and a Decade to Look Forward |
2021 |
VLDB |
5.1241654e-05 |
| 6,986 |
CrocodileDB: Efficient Database Execution through Intelligent Deferment |
2020 |
CIDR |
4.8672517e-05 |
| 7,127 |
Jigsaw: A Data Storage and Query Processing Engine for Irregular Table Partitioning |
2021 |
SIGMOD |
4.8184276e-05 |
| 7,291 |
Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities |
2022 |
SIGMOD |
4.7677422e-05 |
| 7,397 |
Intermittent Query Processing |
2019 |
VLDB |
4.7367491e-05 |
| 7,461 |
Scalable Multi-Query Execution using Reinforcement Learning |
2021 |
SIGMOD |
4.7193668e-05 |
| 7,809 |
Sibyl: Forecasting Time-Evolving Query Workloads |
2024 |
SIGMOD |
4.6415559e-05 |
| 8,196 |
SparkCruise: Workload Optimization in Managed Spark Clusters at Microsoft |
2021 |
VLDB |
4.5568952e-05 |
| 8,288 |
View Selection over Knowledge Graphs in Triple Stores |
2021 |
VLDB |
4.5392079e-05 |
| 8,434 |
SageDB: An Instance-Optimized Data Analytics System |
2022 |
VLDB |
4.5077955e-05 |
| 8,502 |
New Query Optimization Techniques in the Spark Engine of Azure Synapse |
2022 |
VLDB |
4.491819e-05 |
| 8,754 |
Hyperspace: The Indexing Subsystem of Azure Synapse |
2021 |
VLDB |
4.4520434e-05 |
| 8,780 |
GEqO: ML-Accelerated Semantic Equivalence Detection |
2023 |
SIGMOD |
4.4485568e-05 |
| 8,854 |
Optimizing the cloud? Don't train models. Build oracles! |
2024 |
CIDR |
4.4306537e-05 |
| 9,138 |
Phoebe: A Learning-based Checkpoint Optimizer |
2021 |
VLDB |
4.3842765e-05 |
| 9,422 |
When sweet and cute isn't enough anymore: Solving scalability issues in Python Pandas with Grizzly |
2020 |
CIDR |
4.3399748e-05 |
| 9,734 |
SparkCruise: Handsfree Computation Reuse in Spark |
2019 |
VLDB |
4.2901665e-05 |
| 9,798 |
UniView: A Unified Autonomous Materialized View Management System for Various Databases |
2024 |
VLDB |
4.2777144e-05 |
| 9,818 |
Generating Application-Specific Data Layouts for In-memory Databases |
2019 |
VLDB |
4.2733415e-05 |
| 10,767 |
SIEVE: Effective Filtered Vector Search with Collection of Indexes |
2025 |
VLDB |
4.1905499e-05 |
| 10,854 |
Mayura: Exploiting Similarities in Motifs for Temporal Co-Mining |
2025 |
VLDB |
4.1905499e-05 |
| 10,894 |
Oligolithic Cross-task Optimizations across Isolated Workloads* |
2024 |
CIDR |
4.1905499e-05 |
| 11,199 |
QaaD (Query-as-a-Data): Scalable Execution of Massive Number of Small Queries in Spark |
2023 |
SIGMOD |
4.1905499e-05 |
| 11,343 |
Juggler: Autonomous Cost Optimization and Performance Prediction of Big Data Applications |
2022 |
SIGMOD |
4.1905499e-05 |
| 13,210 |
PikePlace: Generating Intelligence for Marketplace Datasets |
2023 |
VLDB |
- |