13 lines
732 B
TeX
13 lines
732 B
TeX
%!TEX root=../main.tex
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We introduce a hybrid ``incremental'' approach to tracking dependencies through computational notebooks, and implement a scheduler based on this approach in an ICE-architecture notebook.
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This incremental provenance model allows for (i) parallel cell execution, and (ii) automatic refresh of dependent cells after modifications.
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We note several opportunities for improvement on our initial proof-of-concept, most notably to reduce blocking due to state transfer between kernels.
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For example, an advanced scheduler could dynamically trade off between the overheads of inter-kernel communication, and the benefits of parallel execution.
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