Reading List

和导师讨论,深感论文阅读量之匮乏。开始准备一个论文列表,先收集一些有眼缘的文章,并按照计划精读和思考。不只是体系结构领域相关,还要广泛阅读系统、超算领域一些文章,希望在不同领域获得思考灵感。

OSDI

OSDI’22

一到 Machine Learning 模块全是国内高校…

Storage

  • zIO: Accelerating IO-Intensive Applications with Transparent Zero-Copy IO
    • 读了 Abstract 和 slides,思想上是用闲置的 CPU 性能交换多余的 memcpy 开销。因为名字里有个 IO 被分在 Storage 模块感觉略牵强…

SC

SC’22

Resource Management

  • DayDream: Executing Dynamic Scientific Workflows on Serverless Platforms with Hot Starts
  • Toward Scalable Resource Management for Supercomputers
    • 国防科大卢凯团队论文
  • LabStor: A Modular and Extensible Platform for Developing High-Performance, Customized I/O Stacks in Userspace

Performance Improvement

  • Boosting Performance Optimization with Interactive Data Movement Visualization
  • Not All GPUs Are Created Equal: Characterizing Variability in Large-Scale, Accelerator-Rich Systems