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Open nowPosted 96 days ago

高性能储存研发专家

x2-robot/index203 open roles

Where
Shenzhen, Guangdong, Chinese Mainland
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Your applicationOpen now高性能储存研发专家x2-robot/index · Shenzhen, Guangdong, Chinese Mainland
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Early applications get read.

12.1% of postings close within 7 days. Measured by our own scanner across the market. x2-robot/index postings stay open a median of 1 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.5%3 days
  3. 12.1%7 days
  4. 19.1%14 days
  5. 35.6%30 days
  6. 52.7%60 days
This job: posted 96 days ago

x2-robot/index median: 1 days open

The posting

1. 高性能存储方案调研、选型与深度定制:结合业务场景(具身智能训练/推理),评估并引入合适的存储技术(如 3FS、JuiceFS、Alluxio 等),进行深度二次开发与性能调优。重点优化 FUSE 客户端、元数据服务及存储引擎,完善基于对象存储的缓存机制,结合 IB/RoCE 高性能网络,实现低延迟、高吞吐的数据访问能力,消除 AI 场景下的 I/O 瓶颈。 2. 异构资源存储优化:探索并落地 GPUDirect Storage(GDS)技术,扩展存储后端,设计并实现轻量级共享存储层,高效利用 GPU 节点上的闲置 NVMe 数据盘,降低基础设施成本。 3. 存储内核级调优:针对大规模分布式存储系统进行全栈优化,包括 RDMA 协议栈参数调优、VFS/FUSE 内核交互逻辑优化及内存管理策略调整,确保高并发、大数据量场景下系统的稳定性与 SLA。 4. 技术演进与落地:跟进 HPC 及云原生存储前沿架构,将业务痛点(如 Checkpointing 慢、小文件加载难)转化为可落地的存储解决方案,并推动在生产环境落地。

1. 编程能力:精通 C/C++ 或 Rust(Rust 优先),熟练使用 Python/Go;扎实的计算机系统基础(操作系统、编译原理、计算机网络)。 2. 高性能网络:深入理解 InfiniBand 或 RoCE,具备 RDMA、Zero-copy、Kernel Bypass 实战经验。 3. 分布式存储内核:熟悉 Ceph、Lustre、DAOS 等主流架构,有源码级阅读或二次开发经验;了解 Alluxio、JuiceFS 等缓存层设计;有对象存储(S3 兼容)或文件系统(POSIX)深度开发经验;有 3FS 或其他高性能文件系统源码阅读经验者优先。 4. 硬件与系统底层:熟悉 NVMe 协议及 SSD 特性,了解 PCIe P2P、DMA 等技术;有 Linux 内核开发或存储驱动开发经验者优先。 5. AI 基础设施经验:熟悉 AI 训练/推理流程,深刻理解 Checkpointing、Dataset Loading 对存储的性能诉求,具备相关优化经验。

加分项: - 有 3FS 源码级二次开发经验,或主导过大规模生产环境(万卡级)的部署与性能调优;对 CRAQ 协议、Foundation Blob 存储有深入理解。 - 熟悉 NVIDIA GPU 架构,有 GPUDirect Storage(GDS)、CUDA 编程或相关异构计算存储优化经验。 - 在顶级开源社区(CNCF、Apache、Linux Kernel)有活跃贡献记录。 - 有大规模生产环境(万卡集群级别)的存储故障排查与性能调优经验,能推动项目从零到一落地。

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