Titlebook: Web and Big Data; 5th International Jo Leong Hou U,Marc Spaniol,Junying Chen Conference proceedings 2021 Springer Nature Switzerland AG 202

airborne

Learning an Index Advisor with Deep Reinforcement Learningur framework can recommend both single-column and multi-column indexes for the database. A set of comparative experiments with existing solutions was conducted to demonstrate the effectiveness of our proposed method.

瘙癢

linear

DLSM: Distance Label Based Subgraph Matching on GPUndidate set. In this paper, we propose a method of shortest distance estimation based on the observation and design a new method based on distance coding. By this means we improve the efficiency of subgraph matching. The experimental results suggests that our method is more efficient and scalable than the state-of-the-art method.

FLAX

FedMDR: Federated Model Distillation with Robust Aggregationacy drop of corrupted models. We also extend FedMDR to support differential privacy by adding Gaussian noise to the aggregated consensus. Results show that FedMDR achieves significant robustness gain and satisfactory accuracy, and outperforms the existing techniques.

花束