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In a world obsessed with real-time streams and microsecond latencies, it's easy to overlook the enduring value of batch processing. But the truth is — batch ingestion still powers the backbone of modern data infrastructure, especially when it comes to data lakes, warehousing, and enterprise analytics.
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In a world obsessed with real-time streams and microsecond latencies, it's easy to overlook the enduring value of batch processing. But the truth is — batch ingestion still powers the backbone of modern data infrastructure, especially when it comes to data lakes, warehousing, and enterprise analytics.
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In today's data-driven world, ingestion is more than just collecting data — it's about doing it right from the very first byte. Whether you're building a batch pipeline or streaming events in near real-time, the ingestion phase lays the foundation for everything that follows. This guide walks you through the critical considerations, trade-offs, and patterns that can make or break your data pipelines.