Tootfinder

Efficient Fault Tolerance for Pipelined Query Engines via Write-ahead Lineage
Ziheng Wang, Alex Aiken
https://arxiv.org/abs/2403.08062 https://

Efficient Fault Tolerance for Pipelined Query Engines via Write-ahead Lineage
Modern distributed pipelined query engines either do not support intra-query fault tolerance or employ high-overhead approaches such as persisting intermediate outputs or checkpointing state. In this work, we present write-ahead lineage, a novel fault recovery technique that combines Spark's lineage-based replay and write-ahead logging. Unlike Spark, where the lineage is determined before query execution, write-ahead lineage persistently logs lineage at runtime to support dynamic task dependenc…

This week's MD3H with Blade Lineage
.....I want to cry. #clae_lcb

This https://arxiv.org/abs/2402.15330 has been replaced.
initial toot: https://mastoxiv.page/@arX…

AI-powered simulation-based inference of a genuinely spatial-stochastic model of early mouse embryogenesis
Understanding how multicellular organisms reliably orchestrate cell-fate decisions is a central challenge in developmental biology. This is particularly intriguing in early mammalian development, where early cell-lineage differentiation arises from processes that initially appear cell-autonomous but later materialize reliably at the tissue level. In this study, we develop a multi-scale, spatial-stochastic simulator of mouse embryogenesis, focusing on inner-cell mass (ICM) differentiation in the…

Is Your AI Truly Yours? Leveraging Blockchain for Copyrights, Provenance, and Lineage
Yilin Sai, Qin Wang, Guangsheng Yu, H. M. N. Dilum Bandara, Shiping Chen
https://arxiv.org/abs/2404.06077

Is Your AI Truly Yours? Leveraging Blockchain for Copyrights, Provenance, and Lineage
As Artificial Intelligence (AI) integrates into diverse areas, particularly in content generation, ensuring rightful ownership and ethical use becomes paramount. AI service providers are expected to prioritize responsibly sourcing training data and obtaining licenses from data owners. However, existing studies primarily center on safeguarding static copyrights, which simply treats metadata/datasets as non-fungible items with transferable/trading capabilities, neglecting the dynamic nature of tr…

We are told #genAI is going to change everything...
...but every #AI "use case" so far has direct and transparent lineage from existing malignant practices.
Offshoring, algo-washing, review fraud, information warfare, plagiarism, content mills and SEO spam, legal trolling/intimidation…

Join Hellmar Becker at this year's Berlin Buzzwords to learn how to track data lineage in a real-time, open source analytics pipeline. #bbuzz
https://2024.berlinbuzzwords.de/sessio

Android 14 en la capa de One Plus es infumable. Si en un 8T va a pedales, miedo me da cómo debe ir en un Nord/CE.
Por cosas así es mejor irse a Pixel o Samsung, de nada sirve darle soporte por 3-4 actualizaciones de android a un dispositivo, si éste va como el culo.
En semana santa le meto Lineage sí o sí.

We are told #genAI is going to change everything...
...but every #AI "use case" so far has direct and transparent lineage from existing malignant practices.
Offshoring, algo-washing, review fraud, information warfare, plagiarism, content mills and SEO spam, legal trolling/intimidation…

Ranking all-time Steelers Day 2 receivers: Roman Wilson looks to join epic group, led by John Stallworth

https://www.cbssports.com/nfl/news/ranking…

Ranking all-time Steelers Day 2 receivers: Roman Wilson looks to join epic group, led by John Stallworth
Wilson will try to join the Steelers' great lineage of Day 2 wideouts

Revisiting Stereotypes: Race and Running
Tade Souaiaia, Nabie Fofanah, Rawle DeLisle, Sheena Mason
https://arxiv.org/abs/2403.02358 https://

Revisiting Stereotypes: Race and Running
The athletic achievements of African athletes in global running championships have long been subject to scientific and sociological inquiry. During the 1990s, a popular narrative emerged, suggesting that West African lineage conferred inherent sprinting advantages, and that North, South and East African's are specialized for longer distances. Part and parcel to this narrative was the enthusiastic belief that it would very soon be substantiated by a genotyping revolution that would enable progno…

Analysis of Phylogeny Tracking Algorithms for Serial and Multiprocess Applications
Matthew Andres Moreno, Santiago Rodriguez Papa, Emily Dolson
https://arxiv.org/abs/2403.00246

Analysis of Phylogeny Tracking Algorithms for Serial and Multiprocess Applications
Since the advent of modern bioinformatics, the challenging, multifaceted problem of reconstructing phylogenetic history from biological sequences has hatched perennial statistical and algorithmic innovation. Studies of the phylogenetic dynamics of digital, agent-based evolutionary models motivate a peculiar converse question: how to best engineer tracking to facilitate fast, accurate, and memory-efficient lineage reconstructions? Here, we formally describe procedures for phylogenetic analysis i…

Blade Lineage comp is very fun lol #clae_lcb

Almost done with the Blade Lineage setup, I guess.
Wonder if I should keep Meursault at lv40 so he'll have better chance to execute To Claim Their Bones, but perhaps it's too risky. #clae_lcb

Ancestral lineages for a branching annihilating random walk
Pascal Oswald
https://arxiv.org/abs/2403.19483 https://arxiv.org/pdf/2403…

Ancestral lineages for a branching annihilating random walk
We study ancestral lineages of individuals of a stationary discrete-time branching annihilating random walk (BARW) on the $d$-dimensional lattice $\mathbb{Z}^d$. Each individual produces a Poissonian number of offspring with mean $μ$ which then jump independently to a uniformly chosen site with a fixed distance $R$ of their parent. By interpreting the ancestral lineage of such an individual as a random walk in a dynamical random environment, we obtain a law of large numbers and a functional ce…

Blade Lineage Faust get #clae_lcb

AI-powered simulation-based inference of a genuinely spatial-stochastic model of early mouse embryogenesis
Michael A. Ramirez-Sierra, Thomas R. Sokolowski
https://arxiv.org/abs/2402.15330

AI-powered simulation-based inference of a genuinely spatial-stochastic model of early mouse embryogenesis
Understanding how multicellular organisms reliably orchestrate cell-fate decisions is a central challenge in developmental biology. This is particularly intriguing in early mammalian development, where early cell-lineage differentiation arises from processes that initially appear cell-autonomous but later materialize reliably at the tissue level. In this study, we develop a multi-scale, spatial-stochastic simulator of mouse embryogenesis, focusing on inner-cell mass (ICM) differentiation in the…