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What alternatives to Kinesis would you consider for real-time data ingestion?

Cloud/Toolsmedium0.5 min readPremium
Frequency
Low
Asked at 1 company
Category
179
questions in Cloud/Tools
Difficulty Split
104E|27M|48H
in this category
Total Bank
1,863
across 7 categories
Asked at these companies
Capco
Key Concepts Tested
partition
Expert AnswerPremium
108 wordsInterview-ready
**Decision framework**: Throughput, latency, replay, operational model, ecosystem. **Kafka (MSK)**: Higher throughput, partition replay, Kafka ecosystem (Connect, Streams). Use when you need exactly-once semantics, consumer lag monitoring, or multi-sink patterns. **Apache Pulsar**: Multi-tenancy, tiered storage, geo-replication. Use for multi-tenant SaaS. **Google Pub/Sub**: Serverless, at-least-once. Simpler ops; no partition management....
The complete answer continues with detailed implementation patterns, architectural trade-offs, and production-grade considerations. It covers performance optimization strategies, common pitfalls to avoid, and real-world examples from companies like Capco. The answer also includes follow-up discussion points that interviewers commonly explore.

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