HPDC'17

HPDC'17が開催されています（私は参加していません）。

Programを眺めた感じ、個人的には以下の論文が面白そうです。

• “CuMF_SGD: Parallelized Stochastic Gradient Descent for Matrix Factorization on GPUs” Xie, Tan, Fong, Liang
• LetGo: A Lightweight Continuous Framework for HPC Applications Under Failures Fang, Guan, Debardeleben, Pattabiraman, Ripeanu
• “Towards a More Complete Understanding of SDC Propagation” Calhoun, Snir, Olson, Gropp
• “Diagnosing Machine Learning Pipelines with Fine-grained Lineage” Zhang, Sparks, Franklin
• “COS: A Parallel Performance Model for Dynamic Variations in Processor Speed, Memory Speed, and Thread Concurrency” Li, Leon, Cameron
• “Explaining Wide Area Data Transfer Performance” Liu, Balaprakash, Kettimuthu, Foster
• “Machine and Application Aware Partitioning for Adaptive Mesh Refinement Applications” Fernando, Sundar, Duplyakin