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Study mode:
on
1
intro
2
preamble
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about me
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signoz - open source observability platform
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what is opentelemetry?
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why is opentelemetry important?
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introduction to opentelemetry collector
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architecture of signoz cloud single tenant without kafka
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issues with scaling with just opentelemetry collector
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architecture of signoz cloud with kafka
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how kafka can help
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kafka setup, records
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monitoring consumer lag is important
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scaling based on consumer lag
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monitoring producer - consumer latency
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kafka based architecture is working well so far...
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potential improvements
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get involved in a growing community
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thank you
Description:
Explore a conference talk on scaling OpenTelemetry collectors using Kafka, presented by Pranay Prateek at Conf42 SRE 2024. Dive into the world of observability platforms, focusing on SigNoz, an open-source solution. Learn about OpenTelemetry's importance and its collector architecture. Examine the challenges of scaling with OpenTelemetry collectors alone and discover how integrating Kafka can address these issues. Gain insights into Kafka setup, monitoring consumer lag, scaling strategies, and producer-consumer latency. Understand the benefits of a Kafka-based architecture and potential areas for improvement. Get involved in the growing community and expand your knowledge of modern observability solutions for site reliability engineering.

Scaling OpenTelemetry Collectors Using Kafka - Conf42 SRE 2024

Conf42
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