| Automatic Data Acquisition for Deep Learning
|
2021 |
Liu, Jiabin |
| Demonstration of Dealer: An End-to-End Model Marketplace with Differential Privacy
|
2021 |
Liu, Jinfei |
| Grain: Improving Data Efficiency of Graph Neural Networks via Diversified Influence Maximization
|
2021 |
Zhang, Wentao |
| Database Technology for the Masses: Sub-Operators as First-Class Entities
|
2021 |
Bandle, Maximilian |
| Phoebe: A Learning-based Checkpoint Optimizer
|
2021 |
Zhu, Yiwen |
| Missing Value Imputation on Multidimensional Time Series
|
2021 |
Bansal, Parikshit |
| TQEL: Framework for Query-Driven Linking of Top-K Entities in Social Media Blogs
|
2021 |
Alsaudi, Abdulrahman |
| DICE: Data Discovery by Example
|
2021 |
Rezig, El Kindi |
| A Demonstration of the Exathlon Benchmarking Platform for Explainable Anomaly Detection
|
2021 |
Jacob, Vincent |
| Low-Latency Compilation of SQL Queries to Machine Code
|
2021 |
Funke, Henning |
| GraphScope: A One-Stop Large Graph Processing System
|
2021 |
Xu, Jingbo |
| The Art of Balance: A RateupDB Experience of Building a CPU/GPU Hybrid Database Product
|
2021 |
Lee, Rubao |
| Big Metadata: When Metadata is Big Data
|
2021 |
Edara, Pavan |
| Tanium Reveal: A Federated Search Engine for Querying Unstructured File Data on Large Enterprise Networks
|
2021 |
Stoddard, Joshua F |
| SparkCruise: Workload Optimization in Managed Spark Clusters at Microsoft
|
2021 |
Roy, Abhishek |
| On the Limits of Machine Knowledge: Completeness, Recall and Negation in Web-scale Knowledge Bases
|
2021 |
Razniewski, Simon |
| Managing ML Pipelines: Feature Stores and the Coming Wave of Embedding Ecosystems
|
2021 |
Orr, Laurel |
| Machine Learning for Databases
|
2021 |
Li, Guoliang |
| Machine Learning for Cloud Data Systems: The Promise, the Progress, and the Path Forward
|
2021 |
Jindal, Alekh |
| CBench: Demonstrating Comprehensive Evaluation of Question Answering Systems over Knowledge Graphs Through Deep Analysis of Benchmarks
|
2021 |
Orogat, Abdelghny |
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