May 2017 Summaries

Computing has become synonymous with Artificial Intelligence (AI) due to the increasing use of machine learning and deep learning algorithms in various applications, including web search, personalization, spam detection, and advertising. AI is an umbrella term that encompasses several subfields, including machine learning and deep learning, which aim to emulate or supercede human intelligence. The field is progressing rapidly, with significant advances being made in areas such as healthcare and education, where large datasets are available. Companies like tech giants are leading the way in developing products and services around data and AI, while others industries are slowly adapting. With repetitive patterns becoming more easily recorded and processed, AI adds prediction, which is extremely valuable, particularly for businesses looking to cut costs and improve efficiency. As computing and AI converge, it's expected that AI will become an integral part of the ecosystem, driving growth and development in various fields.

DigitalOcean Monitoring and its service alerts provide insight into overall Droplet performance, offering two main ways to display CPU utilization: a scale of 0-100% or a total capacity of 100%. The latter is used by DigitalOcean as it provides a consistent way to think about capacity. When setting up Monitoring, users can choose a threshold percentage, such as 70%, regardless of the number of processors. For service alerts, DigitalOcean uses a sustained problem approach, measuring data each minute and calculating an average before triggering a notification. This ensures that notifications are not too prolific and do not become "notification fatigue". The system sends a single notification when a threshold is reached, with no additional notifications sent until the situation is resolved. Users can learn more about DigitalOcean alerts and notifications by exploring tutorials and documentation. Feedback is also welcome, and users can provide input through comments or UserVoice requests.