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Migrating Critical Traffic At Scale with No Downtime?—?Part 1

The Netflix TechBlog

Replay Traffic Testing Replay traffic refers to production traffic that is cloned and forked over to a different path in the service call graph, allowing us to exercise new/updated systems in a manner that simulates actual production conditions. This approach has a handful of benefits.

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Service level objectives: 5 SLOs to get started

Dynatrace

Fitness app : The fitness app should offer a response time of less than 500 milliseconds for exercise tracking and data recording. This SLO enables a smooth and uninterrupted exercise-tracking experience. Note : you might hear the term latency used instead of response time. Latency primarily focuses on the time spent in transit.

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Service level objective examples: 5 SLO examples for faster, more reliable apps

Dynatrace

Fitness app : The fitness app should offer a response time of less than 500 milliseconds for exercise tracking and data recording. This SLO enables a smooth and uninterrupted exercise-tracking experience. Note : you might hear the term latency used instead of response time. Latency primarily focuses on the time spent in transit.

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Evaluating the Evaluation: A Benchmarking Checklist

Brendan Gregg

sounds like a homework exercise of purely academic value. Networks, PCIe busses, CPU interconnects, memory busses, and storage devices (both throughput and IOPS), all have fixed limits. Once, during a proof of concept, a client reported that latency was unacceptably high for the benchmark: over one second for each request!

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Evaluating the Evaluation: A Benchmarking Checklist

Brendan Gregg

sounds like a homework exercise of purely academic value. Networks, PCIe busses, CPU interconnects, memory busses, and storage devices (both throughput and IOPS), all have fixed limits. Once, during a proof of concept, a client reported that latency was unacceptably high for the benchmark: over one second for each request!

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A persistent problem: managing pointers in NVM

The Morning Paper

Therefore any programming abstraction must be low latency and the kernel needs to be kept off the path of persistent data access as much as possible. This is left as an exercise for the application developer at present. This means that the overheads of system calls become much more noticeable. What about security?

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Failure Modes and Continuous Resilience

Adrian Cockcroft

There are many possible failure modes, and each exercises a different aspect of resilience. Collecting some critical metrics at one second intervals, with a total observability latency of ten seconds or less matches the human attention span much better. A resilient system continues to operate successfully in the presence of failures.

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