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ProxyStreams: Leveraging Lightweight Proxies for Portable Streams

DescriptionA novel streaming approach is introduced for Python, leveraging the ProxyStore system to facilitate the exchange of stream references across distributed systems. This approach utilizes generators to efficiently publish and consume messages from streams. The extensible backend connector interface of ProxyStore enables support for diverse communication mechanisms, such as transitioning from ZMQ to RDMA. Performance results highlight the capability to perform data PUT and GET operations on streams with minimal overhead and high efficiency.

Authors

Nazanin Mahmoudi

Wayne State University

Valerie Hayot

University of Chicago

Event Type

ACM Student Research Competition: Graduate Poster

ACM Student Research Competition: Undergraduate Poster

Doctoral Showcase

Posters

Research Posters

Scientific Visualization & Data Analytics Showcase