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J. Hellerstein

13 papers hereh-index 134.5k citations55 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author1
  • middle author5
  • last author5

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • cs.PL4
  • cs.DB3
  • cs.DC3
  • cs.HC2
  • cs.SE1
same name
  • J. Hellerstein — 3 papers, h 42

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
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

collaborators
Showing cs.PLShow all

4 papers · 1 filter

cs.PL2025★ 1 cited

Towards Relational Contextual Equality Saturation

Tyler Hou, Shadaj Laddad, Joseph M. Hellerstein

Equality saturation is a powerful technique for program optimization. Contextual equality saturation extends this to support rewrite rules that are conditioned on where a term appe…

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…

cs.PL2023

Optimizing Stateful Dataflow with Local Rewrites

Shadaj Laddad, Conor Power, Tyler Hou +2

Optimizing a stateful dataflow language is a challenging task. There are strict correctness constraints for preserving properties expected by downstream consumers, a large space of…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.