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PROCESSING\n\n• PYMK Batch Job\n(Spark, nightly)\n• 500M users\n• ~5 hours\n\n• Graph Analytics\n(degree distribution,\ncommunity detection,\ninfluence scoring)","originalText":"BATCH PROCESSING\n\n• PYMK Batch Job\n(Spark, nightly)\n• 500M users\n• ~5 hours\n\n• Graph Analytics\n(degree distribution,\ncommunity detection,\ninfluence 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Metrics:\n• Connection list read\nlatency (p50, p99) —\ntarget < 10 ms\n• Mutual connection\nquery latency —\ntarget < 50 ms\n• PYMK serving\nlatency — target <\n200 ms\n• Adjacency store hit\nrate (memory vs\nfallback to DB)\n• Connection request\naccept rate\n• PYMK conversion\nrate (suggestion →\nconnection request)\n• Edge table write\nthroughput\n• Adjacency list lag\n(time from edge write\nto adjacency update)\n• Graph search\nrelevance (CTR on\nresults by degree)\n\nAlerts:\nRED — Adjacency\nstore shard\nunreachable\nRED — Edge table\nreplication lag > 5\nseconds\nRED — Connection\nwrites failing > 1%\nWARN — Adjacency\nlag > 10 seconds\n(events not\nconsumed)\nWARN — PYMK cache\nmiss rate > 20%\nWARN — Graph\nsearch p99 > 500 ms","originalText":"Key Metrics:\n• Connection list read\nlatency (p50, p99) —\ntarget < 10 ms\n• Mutual connection\nquery latency —\ntarget < 50 ms\n• PYMK serving\nlatency — target <\n200 ms\n• Adjacency store hit\nrate (memory vs\nfallback to DB)\n• 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