Learning from the internet.
Hoplite: Efficient and Fault-Tolerant Collective Communication for Task-Based Distributed Systems ?
https://fullstackdeeplearning.com/
6.887 Machine Learning for Systems
http://implicit-layers-tutorial.org/
GitHub - chainer/chainer: A flexible framework of neural networks for deep learning
GitHub - rook/rook: Storage Orchestration for Kubernetes
ceph on kubernetes CNCF graduated project
GitHub - ceph/ceph-csi: CSI driver for Ceph
https://huyenchip.com/2022/01/02/real-time-machine-learning-challenges-and-solutions.html
快速构建数据流,插件、平台支持完整
GitHub - feast-dev/feast: Feature Store for Machine Learning
feature store FB 出品
A platform to programmatically author, schedule, and monitor workflows
https://github.com/jina-ai/jina
GitHub - jina-ai/jina: Cloud-native neural search framework for 𝙖𝙣𝙮 kind of data
nn framework: Document + Excutor + Flow
MPP(massively parallel processing) SQL data warehousing
c++/java
Weights&Biases – Developer tools for ML
Paper list
https://jeongseob.github.io/readings_mlsys.html
https://github.com/chiphuyen
ml system, online learning
https://machinelearningmastery.com/
GitHub - marp-team/marp: The entrance repository of Markdown presentation ecosystem
plugins/portmap.go at master · containernetworking/plugins · GitHub
GitHub - temporalio/temporal: Temporal service