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Kubernetes in the wild report 2023

Dynatrace

Of the organizations in the Kubernetes survey, 71% run databases and caches in Kubernetes, representing a +48% year-over-year increase. Together with messaging systems (+36% growth), organizations are increasingly using databases and caches to persist application workload states.

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World’s first and only fully automatic observability for Golang services now extended to statically linked Go applications

Dynatrace

With no required recompilation or code changes, you can: Monitor web-scale and highly dynamic microservice architectures including statically as well as dynamically linked Go applications and platform components. From http.Transport documentation : By default, Transport caches connections for future reuse. Seeing is believing!

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Delta: A Data Synchronization and Enrichment Platform

The Netflix TechBlog

caching (Memcached etc.), In Netflix the microservice architecture is widely adopted and each microservice typically handles only one type of data. Kafka & Transport Layer The transport layer of Delta events were built on top of the Messaging Service in our Keystone platform.

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What is? OpenTelemetry??An open-source standard for logs, metrics, and traces

Dynatrace

OpenTelemetry reference architecture. Pools the data using SDKs, and transports it for processing and exporting. This occurs once data is safely stored within a local cache. Source: OpenTelemetry Documentation. What is telemetry data? Converts and exports the data. Ingestion is critical to gathering the data we care most about.

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How We Optimized Performance To Serve A Global Audience

Smashing Magazine

As an online booking platform, we connect travelers with transport providers worldwide, offering bus, ferry, train, and car transfers in over 30 countries. We aim to eliminate the complexity and hassle associated with travel planning by providing a one-stop solution for all transportation needs.

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DBLog: A Generic Change-Data-Capture Framework

The Netflix TechBlog

The database is sending them to a transport that DBLog can consume. We use the term ‘ change log’ for that transport. This way, log event processing can resume event-by-event afterwards, eventually discovering the watermarks, without ever needing to cache log event entries. DBLog High Level Architecture. Figure 3?—?DBLog

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Use Digital Twins for the Next Generation in Telematics

ScaleOut Software

Rapid advances in the telematics industry have dramatically boosted the efficiency of vehicle fleets and have found wide ranging applications from long haul transport to usage-based insurance. However, telematics architectures face challenges in responding to telemetry in real time. Current Telematics Architecture.