BigQuery SAS

Nicole, Lorena

1. Status of the R and SAS SDK

2. Governance - https://cran.r-project.org/web/packages/bigrquery/bigrquery.pdf

3. Generating and managing tables for analytics

WebAssembly

• video about how Serverless, Wasm, and Docker are related

• how js and webassembly work together in the browser

• rust intro if you don’t like c

Show and tell for WebAssembly tooling

Footnote: WebP a place where image,

Terra

Gus opening, Daniel, Wendy

Microsoft Terra

Snakemake Terra

https://cloud.google.com/life-sciences

Workflow systems turn raw data into scientific knowledge (Nature)

FAIR workbench

Show and tell

https://portal.addi.ad-datainitiative.org (Jonas, Daniel)

Federated learning news

Tensorflow video: Parameter server learning .

UC S Diego Lucila Ohno Machado federating logistic regression. Btw, make sure you get NIAID Data Science seminars in your email.

Decentralized Federated Learning & P2P AI Training Refs:

JSDoop and TensorFlow.js: Volunteer Distributed Web Browser-Based Neural Network Training

Privacy preserving distributed training of neural networks

Secure decentralized peer-to-peer training of deep neural networks based on distributed ledger technology

Peer-to-Peer Federated Learning on Graphs

BrainTorrent: A Peer-to-Peer Environment for Decentralized Federated Learning

Deep Learning With Edge Computing: A Review

Connect

... see lab meeting tomorrow

Status page

https://github.com/episphere/datascience/wiki