Search Results for author: Ankur Sharma

Found 3 papers, 1 papers with code

Rallying Adversarial Techniques against Deep Learning for Network Security

no code implementations27 Mar 2019 Joseph Clements, Yuzhe Yang, Ankur Sharma, Hongxin Hu, Yingjie Lao

Recent advances in artificial intelligence and the increasing need for powerful defensive measures in the domain of network security, have led to the adoption of deep learning approaches for use in network intrusion detection systems.

BIG-bench Machine Learning Network Intrusion Detection

How to Databasify a Blockchain: the Case of Hyperledger Fabric

1 code implementation31 Oct 2018 Ankur Sharma, Felix Martin Schuhknecht, Divya Agrawal, Jens Dittrich

This raises two questions: (1) Which conceptual similarities and differences do actually exist between a system such as Fabric and a classical distributed database system?

Distributed, Parallel, and Cluster Computing

The Case for Automatic Database Administration using Deep Reinforcement Learning

no code implementations17 Jan 2018 Ankur Sharma, Felix Martin Schuhknecht, Jens Dittrich

To simplify the configuration, industry grade DBMSs are usually shipped with various advisory tools, that provide recommendations for given workloads and machines.

reinforcement-learning Reinforcement Learning (RL)

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