SRCT models streaming as concurrent reservoir filling with k standby streams, proving harmonic uptime bounds, 3-5x acquisition speedup, monotonic quality convergence, and a prospect-theoretic no-thrash switching rule.
Random sampling with a reservoir.ACM Transactions on Mathematical Software, 11(1):37–57, 1985
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The Streaming Reservoir Convergence Theorem: A Prospect-Theoretic Framework for Multi-Provider Adaptive Streaming
SRCT models streaming as concurrent reservoir filling with k standby streams, proving harmonic uptime bounds, 3-5x acquisition speedup, monotonic quality convergence, and a prospect-theoretic no-thrash switching rule.