Xebia

AUGUST 9, 2023

With the industry moving towards end-to-end ML teams to enable them to implement MLOPs practices, it is paramount to look past the model and view the entire system around your machine learning model. The classic article on Hidden Technical Debt in Machine Learning Systems explains how small the model is compared to the system it operates in.

System Design 130

System Design Systems Review System Machine Learning 130

CTOvision

JULY 21, 2015

The Defense Science Board Report of January 2013 on the resilience of DoD systems to cyber attack. Read on for more about what the DSB reported as the threat to military systems. It is also available at: Resilient Military Systems and the Advanced Cyber Threat. Here are more details: .

Technical Review 125

Technical Review Systems Review Weak Development Team Metrics 125

Mobilunity

MAY 13, 2021

Infrastructure engineering is a branch of engineering as it uses the principles of science and mathematics to design and develop the structures required to perform certain processes. Infrastructure engineers work to ensure all systems within a business function optimally and seamlessly. Logs and Metrics. Other Internal Tools.

Infrastructure 52

Infrastructure Engineering Technical Review Systems Review 52

taos

JULY 18, 2017

Data storage, logic hosting and monitoring tools exist and provide quick integration into existing system designs. And why build your own system monitoring or log aggregation solution when a service can be consumed? We can also consider an example of application metrics and logging.

Cloud 40

Cloud Part-Time VPE Data Center Technical Review 40