L1 Cached Papers

Cache Oblivious GEMM Implementation

Blog page for introducing cache-oblivious SGEMM implementation step by step.

2025/9/19

"Cache Oblivious Search Tree via Binary Trees of Small Height"(2001) 论文解读"Cache Oblivious Search Tree via Binary Trees of Small Height" (2001): A Paper Walkthrough

更简单的“缓存无关”(cache‐oblivious)的搜索树:不再依赖重量平衡B树,整棵结构可直接放进一个连续数组里(不需要指针),同时保持与以往方案相同的渐近复杂度与更好的空间利用率。A simpler cache-oblivious search tree: no weight-balanced B-trees needed; the whole tree fits in one contiguous, pointer-free array, with the same asymptotic bounds as before and better space use.

2025/9/10

flash attention v1-v3 系列论文解读[all]Flash Attention v1-v3 Series Paper Walkthrough[all]

解读Flash Attention历代优化工作A walkthrough of the successive generations of optimizations in Flash Attention

2025/9/3

"Bitcoin supply, demand, and price dynamics"(2025) 论文阅读"Bitcoin supply, demand, and price dynamics" (2025): Paper Reading Notes

论文构建一个自下而上的“数量清算”比特币定价框架,预测至2036年比特币市值空间。The paper builds a bottom-up, quantity-clearing Bitcoin pricing framework and projects the potential range of Bitcoin's market cap through 2036.

2025/8/12