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20232026
most cited"We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning

23 citations · 26 across the 13 of their papers we have counts for

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Showing 2024 · cs.PLShow all

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cs.PL2024

Flo: a Semantic Foundation for Progressive Stream Processing

Shadaj Laddad, Alvin Cheung, Joseph M. Hellerstein +1

Streaming systems are present throughout modern applications, processing continuous data in real-time. Existing streaming languages have a variety of semantic models and guarantees…

cs.PL2024

Suki: Choreographed Distributed Dataflow in Rust

Shadaj Laddad, Alvin Cheung, Joseph M. Hellerstein

Programming models for distributed dataflow have long focused on analytical workloads that allow the runtime to dynamically place and schedule compute logic. Meanwhile, models that…