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analytical-model

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10 hands-on Autodesk Certified Professional Revit Structural Design labs covering project setup, levels, grids, foundations, columns, walls, beams, floors, framing, analytical model, loads, reinforcement, documentation, coordination, compliance checks, and capstone ACP readiness.

  • Updated Jul 7, 2026

Analytical benchmark connecting pipeline parallelism and KV cache management: bubble-time overlap for disaggregation, prefix reuse tax of PP stages, and tiering speedup across NVLink, InfiniBand, and PCIe

  • Updated Jul 26, 2026
  • Python

Analytical benchmark connecting tensor parallelism and KV cache management in LLM serving: GQA sharding regimes, all-gather vs recompute tradeoffs, PCIe viability, and operational decision matrix across NVLink, InfiniBand, and PCIe

  • Updated Jul 26, 2026
  • Python

Analytical benchmark for sliding window attention KV cache management: quality vs window size tradeoffs, SWA vs eviction comparison, prefix sharing interaction, and operational window recommendations across four attention distributions

  • Updated Jul 26, 2026
  • Python

Empirical study of speculative decoding with Qwen2-0.5B (draft) and Qwen2-1.5B (target) on a single RTX 2070. Measures token acceptance rate, speedup, KV sync overhead, and validates the Leviathan et al. (2023) analytical model. Shows why cost_ratio=1.18x (not 3.1x as expected) causes failure and what hardware conditions make it viable.

  • Updated Jul 15, 2026
  • Python

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