@nebulagaza
To address data supply-side challenges, some platforms have shifted to streaming and real-time architectures. The Graph leverages Substreams and Firehose to reduce data latency to near real-time. Nansen, by incorporating stream processing technologies like ClickHouse, has achieved a tenfold performance improvement in Smart Alerts and real-time dashboards. Pangea, by aggregating the compute, storage, and bandwidth provided by community nodes, provides real-time streaming data with sub-100ms latency to business-side providers such as market makers, quantitative analysts, and central limit order books (CLOBS).
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