Problem: Getting insights from sensitive data while keeping individual privacy is tricky.
Solution: Differential privacy is a mathematical concept that allows for the analysis of sensitive datasets while protecting the privacy of individuals.
Problem: Keeping an eye on your apps and infrastructure during runtime is a difficult mission.
Solution: OpenTelemetry is a standardized framework to generate and process telemetry data, an open-source project under the CNCF.
Problem: It’s hard to resolve consistency in a decentralized system - and it’s even harder to do so without a centralized server.
Solution: A bunch of algorithms that enable merging conflicting data into a consistent result, without a centralized server.
Problem: “Cowboy engineering” in the infrastructure is manual and error-prone.
Solution: Treat your Operations as Code, so your infrastructure is on cruise control.