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Vladimir Bacvanski Interview

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Distributed processing at scale improves throughput but networked microservices introduce latency, so the next optimization is to group services onto the same machine to regain efficiency. Big data and operational code converge, driving streaming architectures for near real-time big-data decisions that combine fast results with huge volumes. Functional languages reduce impedance mismatch and raise abstraction, yet a multi-paradigm approach lets teams use Scala/Akka/Spark and fall back to procedural optimizations when performance demands it.

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