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Pinterest Revamps Its Asynchronous Computing Platform with Kubernetes and Apache Helix
Pinterest created the next-generation asynchronous computing platform, Pacer, to replace the older solution, Pinlater, which the company outgrew, resulting in scalability and reliability challenges. The new architecture leverages Kubernetes for scheduling job-execution workers and Apache Helix for cluster management.
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Data Collection, Standardization and Usage at Scale in the Uber Rider App
Uber Engineering recently published how it collects, standardises and uses data from the Uber Rider app. Rider data comprises all the rider's interactions with the Uber app. This data accounts for billions of events from Uber's online systems every day. Uber uses this data to deal with top problem areas such as increasing funnel conversion, user engagement, etc.
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Uber Reveals Its API Gateway's Architecture
Uber recently detailed the architecture of its internally built API gateway. It described how independent layered components handle each request in the gateway, with each layer being responsible for a different facet of the request lifecycle. A combination of YAML and Apache Thrift defines the gateway configuration, and a code-generated artifact in Go makes up the gateway implementation.
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Adopting Envoy as a Service-to-Service Proxy at Reddit
Reddit introduced Envoy into their backend framework as service-to-service proxy to support their ongoing architectural improvements. By adopting Envoy as a service-to-service Layer 4/Layer 7 proxy, they discovered significant improvements in observability, ease of adoption, and performance.
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Datawire Release Fault Tolerant Microservice Communication Framework ‘Datawire Connect’
Datawire have released their open source Datawire Connect framework, which allows developers to ‘resiliently connect microservices’ using automatically generated RPC-style client libraries for Java, Python or NodeJS services. The client libraries generated provide service registration and discovery, dynamic load balancing and routing, automated timeouts and circuit breakers.
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BERT as Dynamic Alternative to Protocol Buffers/Thrift
Google's ProtocolBuffers and Facebook's Thrift are options for binary serialization, but not ones that pleased the GitHub team - so they created BERT/BERT-RPC based on the Erlang's 'external term format'. BERT/BERT-RPC now power parts of Github's internal communication.