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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Wei-Guo Wu

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Preprint Sep 2026

Resource-Efficient Speculative Decoding for Long-Context LLM Serving

Speculative decoding reduces sequential Target model calls by verifying multiple tokens from the Draft model in parallel. Yet KV Cache growth limits long-context serving under constrained GPU memory. Offloading KV to CPU memory relieves this pressure. However, existing offloading schemes restore the full KV history bef...

Fei Li, Song Liu, Shi-Qiang Nie et al. · 0 citations
Sep 2026

Privacy‐Aware Microgrid Networks With Federated Data Analytics

A protocol where each participant simulates multiple virtual users to report target functions through distinct, anonymized messages is proposed, which improves utility for tested multi‐target aggregation tasks compared to representative decentralized DP baselines, simplifies privacy amplification analysis through group...

Sen-Qiao Liu, Wei-Guo Wu, Shaowei Wang et al. · 0 citations
Open access Sep 2026

OTDB: A Key-Value Store Tailored for Overlapping Track-Based Disks

OTDB, a key-value store tailored for overlapping track-based Disks is proposed and a Heterogeneous Multi-Granular Zoned Storage scheme that separates Sorted String Tables (SSTables) from different LSM-tree levels and maps them to zones with differentiated characteristics is developed, which reduces zone reset costs and...

Fang-Xing Yu, Zhi-Ke Li, Chi Zhang et al. · 0 citations

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