Apache Spark vs. Hadoop: Which Big Data Tool Should You Use?If you work in crypto—tracking airdrop eligibility, on-chain flows, or exchange market microstructure—the choice between Apache Spark and Hadoop determines how fast you ship insights and how much you spend.