Fsdss672 — New

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2. **The Gap** - Recent literature ([1‑4]) points to a need for a **unified framework** that (a) couples stream processing with **online learning**, (b) supports **differential privacy** out‑of‑the‑box, and (c) offers **plug‑and‑play extensibility** for domain‑specific analytics. Some of the most exciting use cases include:

4. **Paper Organization** - §2 reviews related work. - §3 details the architecture and algorithms. - §4 describes the experimental setup. - §5 presents results and discussion. - §6 outlines limitations and future work. - §7 concludes.