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We define Observability as the set of practices for aggregating, correlating, and analyzing data from a system in order to improve monitoring, troubleshooting, and general security. Many vendors offer now high-quality solutions off the shelf. Security graphs based on graph databases with Altimeter and Amazon Neptune.
For Inter-Process Communication (IPC) between services, we needed the rich feature set that a mid-tier loadbalancer typically provides. To improve availability, we designed systems where components could fail separately and avoid single points of failure.
Competitors with agile, modern platforms can gain a market advantage by offering capabilities that are too cost-prohibitive or technically complex for aging systems to implement. A performance bottleneck in a single area necessitates complex refactoring or the acquisition of additional infrastructure to bolster the entire system.
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