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ProxyStreams: Leveraging Lightweight Proxies for Portable Streams
SessionACM Student Research Competition Posters Display
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
Posters
TimeWednesday, 15 November 202310am - 5pm MST
LocationDEF Concourse
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Tags
Artificial Intelligence/Machine Learning
Algorithms
Applications
Architecture and Networks
Cloud Computing
Distributed Computing
Data Analysis, Visualization, and Storage
Performance Measurement, Modeling, and Tools
Programming Frameworks and System Software
Registration Categories
TP
XO/EX
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