Author

Fredrik Kjolstad

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Oct 2026

Cyclotron: A Recurrence Language for Expressing Interprocessor Communication

We present Cyclotron, a compiler that expresses streaming dataflow algorithms using recurrence equations, which are then compiled to distributed topologies of interlinked processors. Our compiler lowers a language of recurrences over logical iteration spaces into per-processor programs of sends, receives, and computati...

Shiv Sundram, Akhilesh Balasingam, Nathan Zhang et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Design Docs Are All You Need: An AI-native Machine-Learning Performance Tool

SMART is described, a rigorous symbolic performance-modeling library for ML systems whose main branch contains almost no code, and Regenerated implementations reproduce hand-audited reference models to round-off precision, suggesting that design docs can be the durable artifact for ML-systems co-design tools.

Samuel Kushnir, Kimia Noorbakhsh, Kavya Sreedhar et al. · 0 citations