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What strategies do you use to handle network bottlenecks?

General/Othermedium0.2 min readPremium
Frequency
Low
Asked at 1 company
Category
243
questions in General/Other
Difficulty Split
151E|43M|49H
in this category
Total Bank
1,863
across 7 categories
Asked at these companies
Virtusa
Key Concepts Tested
partitionspark
Expert AnswerPremium
45 wordsInterview-ready
**Strategies:** (1) Parallelism—multi-connection, partition work. (2) Compression—Gzip REST, Snappy Spark. (3) Batching—reduce round trips. (4) Protocol—gRPC > HTTP/1.1 for throughput. (5) Geo—compute near data (same region). (6) Backpressure—don't overwhelm consumers. **Scalability:** Latency percentiles; connection pooling. **Cost:** Caching for repeated reads....
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 Virtusa. The answer also includes follow-up discussion points that interviewers commonly explore.

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