Posts tagged observability
Observability for Dask in Production | Pydata London 2024
- 15 June 2024
Debugging is hard. Distributed debugging is hell.
Dask is a popular library for parallel and distributed computing in Python. Dask is commonly used in data science, actual science, data engineering, and machine learning to distribute workloads onto clusters of many hundreds of workers with ease.
Observability for Distributed Computing with Dask
- 16 May 2023
Debugging is hard. Distributed debugging is hell.
When dealing with unexpected issues in a distributed system, you need to understand what and why it happened, how interactions between individual pieces contributed to the problems, and how to avoid them in the future. In other words, you need observability. This article explains what observability is, how Dask implements it, what pain points remain, and how Coiled helps you overcome these.
Observability for Distributed Computing with Dask | PyCon DE 2023
- 18 April 2023
Debugging is hard. Distributed debugging is hell.
Dask is a popular library for parallel and distributed computing in Python. Dask is commonly used in data science, actual science, data engineering, and machine learning to distribute workloads onto clusters of many hundreds of workers with ease.