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How Netflix uses eBPF flow logs at scale for network insight

The Netflix TechBlog

Challenges The cloud network infrastructure that Netflix utilizes today consists of AWS services such as VPC, DirectConnect, VPC Peering, Transit Gateways, NAT Gateways, etc and Netflix owned devices. The choice of transport protocols like GRPC, HTTPS & UDP is runtime dependent on characteristics of the instance placement.

Network 325
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Three smart log ingestion strategies in Dynatrace (without OneAgent)

Dynatrace

While engaging the automatic instrumentation of the Dynatrace OneAgent makes log ingestion automatic and scalable , our customers have set up multiple other log ingestion methods. Syslog is a popular standard for transporting and Ingesting log messages. 3: Ingest AWS Fargate logs with Fluent Bit. Log ingestion strategy no.

Strategy 177
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Building Netflix’s Distributed Tracing Infrastructure

The Netflix TechBlog

We earned the trust of our engineers by developing empathy for their operational burden and by focusing on providing efficient tracer library integrations in runtime environments. An additional implication of a lenient sampling policy is the need for scalable stream processing and storage infrastructure fleets to handle increased data volume.

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Dynatrace OpenPipeline: Stream processing data ingestion converges observability, security, and business data at massive scale for analytics and automation in context

Dynatrace

The exponential growth of data volume—including observability, security, software lifecycle, and business data—forces organizations to deal with cost increases while providing flexible, robust, and scalable ingest. During transport , data is prioritized, compressed and encrypted, ensuring data integrity and protection.

Analytics 191
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What is container as a service? How CaaS compares to PaaS, IaaS, and FaaS

Dynatrace

The containerization craze has continued for enterprises, with benefits such as portability, efficiency, and scalability. The emergence of Docker and other container services enabled companies to transport code quickly and easily. Easy scalability. million in 2020. The classes of CaaS. Serverless container services.

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Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and…

The Netflix TechBlog

Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and Efficiency By: Di Lin , Girish Lingappa , Jitender Aswani Imagine yourself in the role of a data-inspired decision maker staring at a metric on a dashboard about to make a critical business decision but pausing to ask a question?—?“Can

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Data Pipelines: The Hammer for Every Nail

Abhishek Tiwari

The DAG model offers advantages such as parallelism, fault tolerance, and scalability, making it suitable for many data processing scenarios. While data pipelines are known for their scalability, overreliance on them can lead to scalability issues at a workflow level. Let's take Uber as an example.