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- extended-abstractJuly 2019
LSU Computational System Biology Gateway for Education
PEARC '19: Practice and Experience in Advanced Research Computing 2019: Rise of the Machines (learning)Article No.: 112, Pages 1–4https://doi.org/10.1145/3332186.3333259Science gateways are a mechanism for delivering scientific software as a service, especially when the software requires high performance computing (HPC) resources to run effectively. The existence of a science gateway eliminates the user's need to learn ...
- research-articleJuly 2019
Performant Container Support for HPC Applications
PEARC '19: Practice and Experience in Advanced Research Computing 2019: Rise of the Machines (learning)Article No.: 48, Pages 1–6https://doi.org/10.1145/3332186.3332226The demand for the ability to easily customize, reproduce and migrate applications and workflows has been steadily increasing among the HPC community as software environments and applications grow in complexity. Lightweight containers that are suitable ...
- research-articleJuly 2019
Developing a Meta Framework for Key-Value Memory Networks on HPC Clusters
PEARC '19: Practice and Experience in Advanced Research Computing 2019: Rise of the Machines (learning)Article No.: 66, Pages 1–6https://doi.org/10.1145/3332186.3332216We introduce a novel framework, DARE-MetaQA, enabling large-scale Question Answering (QA). By enhancing the Key-Value Memory Network (KV-MemNN) model, our framework is capable of overcoming inherent challenges of the baseline model in two specific ...