| 1,666 |
HELIX: Holistic Optimization for Accelerating Iterative Machine Learning |
2019 |
VLDB |
0.0001096361 |
| 3,606 |
EVA: A Symbolic Approach to Accelerating Exploratory Video Analytics with Materialized Views |
2022 |
SIGMOD |
6.9260354e-05 |
| 3,625 |
Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings |
2020 |
SIGMOD |
6.9055212e-05 |
| 3,901 |
Automated Verification of Query Equivalence Using Satisfiability Modulo Theories |
2019 |
VLDB |
6.6499845e-05 |
| 4,152 |
openGauss: An Autonomous Database System |
2021 |
VLDB |
6.4060406e-05 |
| 4,623 |
Automated Generation of Materialized Views in Oracle |
2020 |
VLDB |
6.0411909e-05 |
| 4,774 |
LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems |
2021 |
SIGMOD |
5.9316087e-05 |
| 5,023 |
GenRewrite: Query Rewriting via Large Language Models |
2026 |
SIGMOD |
5.75363e-05 |
| 5,567 |
Optimizing Data Pipelines for Machine Learning in Feature Stores |
2023 |
VLDB |
5.4305348e-05 |
| 5,952 |
Eraser: Eliminating Performance Regression on Learned Query Optimizer |
2024 |
VLDB |
5.2591691e-05 |
| 6,149 |
Crystal: A Unified Cache Storage System for Analytical Databases |
2021 |
VLDB |
5.1847534e-05 |
| 6,261 |
The Cosmos Big Data Platform at Microsoft: Over a Decade of Progress and a Decade to Look Forward |
2021 |
VLDB |
5.1350714e-05 |
| 6,988 |
CrocodileDB: Efficient Database Execution through Intelligent Deferment |
2020 |
CIDR |
4.8718019e-05 |
| 7,128 |
Jigsaw: A Data Storage and Query Processing Engine for Irregular Table Partitioning |
2021 |
SIGMOD |
4.8230171e-05 |
| 7,296 |
Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities |
2022 |
SIGMOD |
4.7723197e-05 |
| 7,407 |
Intermittent Query Processing |
2019 |
VLDB |
4.7373205e-05 |
| 7,461 |
Scalable Multi-Query Execution using Reinforcement Learning |
2021 |
SIGMOD |
4.723898e-05 |
| 8,131 |
Sibyl: Forecasting Time-Evolving Query Workloads |
2024 |
SIGMOD |
4.5784634e-05 |
| 8,197 |
SparkCruise: Workload Optimization in Managed Spark Clusters at Microsoft |
2021 |
VLDB |
4.5607121e-05 |
| 8,295 |
View Selection over Knowledge Graphs in Triple Stores |
2021 |
VLDB |
4.5435639e-05 |
| 8,442 |
SageDB: An Instance-Optimized Data Analytics System |
2022 |
VLDB |
4.5120602e-05 |
| 8,506 |
New Query Optimization Techniques in the Spark Engine of Azure Synapse |
2022 |
VLDB |
4.4957661e-05 |
| 8,758 |
Hyperspace: The Indexing Subsystem of Azure Synapse |
2021 |
VLDB |
4.456315e-05 |
| 8,783 |
GEqO: ML-Accelerated Semantic Equivalence Detection |
2023 |
SIGMOD |
4.452825e-05 |
| 8,854 |
Optimizing the cloud? Don't train models. Build oracles! |
2024 |
CIDR |
4.4349047e-05 |
| 9,194 |
Phoebe: A Learning-based Checkpoint Optimizer |
2021 |
VLDB |
4.3761777e-05 |
| 9,416 |
When sweet and cute isn't enough anymore: Solving scalability issues in Python Pandas with Grizzly |
2020 |
CIDR |
4.3441378e-05 |
| 9,735 |
SparkCruise: Handsfree Computation Reuse in Spark |
2019 |
VLDB |
4.2942813e-05 |
| 9,795 |
UniView: A Unified Autonomous Materialized View Management System for Various Databases |
2024 |
VLDB |
4.2818172e-05 |
| 9,819 |
Generating Application-Specific Data Layouts for In-memory Databases |
2019 |
VLDB |
4.2774401e-05 |
| 10,761 |
SIEVE: Effective Filtered Vector Search with Collection of Indexes |
2025 |
VLDB |
4.1945683e-05 |
| 10,850 |
Mayura: Exploiting Similarities in Motifs for Temporal Co-Mining |
2025 |
VLDB |
4.1945683e-05 |
| 10,890 |
Oligolithic Cross-task Optimizations across Isolated Workloads* |
2024 |
CIDR |
4.1945683e-05 |
| 11,197 |
QaaD (Query-as-a-Data): Scalable Execution of Massive Number of Small Queries in Spark |
2023 |
SIGMOD |
4.1945683e-05 |
| 11,341 |
Juggler: Autonomous Cost Optimization and Performance Prediction of Big Data Applications |
2022 |
SIGMOD |
4.1945683e-05 |
| 13,196 |
PikePlace: Generating Intelligence for Marketplace Datasets |
2023 |
VLDB |
- |