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From Batch to Stream: Automatic Generation of Online Algorithms

We propose a new technique that converts batch processing programs (i.e., offline algorithms) to their online streaming version that takes one element at a time.
As a cool example, given the standard variance computation for a list of elements (left), our method can automatically generate Welford’s algorithm for online variance computation (right):

https://pbs.twimg.com/media/GMBpnclXcAEh9B9?format=jpg&name=4096x4096

Paper: https://arxiv.org/abs/2404.04743
Code: https://github.com/utopia-group/opera
Control structures
Xavier Leroy
English translation, 2023-2024

https://xavierleroy.org/CdF/2023-2024/index.html
What Goes Around Comes Around... And Around...
M. Stonebraker, A. Pavlo

It took three years to finish, but our follow-up to the 2006 "What Goes Around Comes Around" is finally out! Stonebraker and I examine the last 20 years in databases and discuss why relational databases + SQL will continue to remain on top.

https://db.cs.cmu.edu/papers/2024/whatgoesaround-sigmodrec2024.pdf
Forwarded from Nick Ivanych
Новая версия
Polynomial Functors: A Mathematical Theory of Interaction
https://arxiv.org/abs/2312.00990
Что там, не смотрел, но скорее всего, что исправления мелких багов.
https://stringdiagram.com/wp-content/uploads/2024/08/graphicaltheoryofmonadsv2.0.pdf

The graphical theory of monads
R. Hinze, D. Marsden

Warning: requires some background, not a monad tutorial.
2025/07/04 05:46:45
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