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Cloud consulting services allow you to minimize costs on your existing infrastructure while making it more scalable, flexible, resilient and secure.
User Command Line & HTTP API Flexible user control via CLI and API integration. Web Dashboard Intuitive web interface for real-time monitoring and management. SING Cloud Architecture AI Cloud Interface User Command Line & HTTP API Web Dashboard Image Pre-configured environments optimized for AI and machine learning tasks. Job Efficient task execution and management for large-scale workloads. Service Scalable backend services for AI infrastructure and operations. Global Resource Network Cluster Job Scheduler
AI Infrastructure Design and Operation of Shared Machine Learning Clusters on Campus (ASPLOS 2025) Kaiqiang Xu, Decang Sun, Hao Wang, Zhenghang Ren, Xinchen Wan, Xudong Liao, Zilong Wang, Junxue Zhang, Kai Chen AI-centric Networking Towards Domain-Specific Network Transport for Distributed DNN Training (NSDI 2024) Hao Wang, Han Tian, Jingrong Chen, Xinchen Wan, Jiacheng Xia, Gaoxiong Zeng, Wei Bai, Junchen Jiang, Yong Wang, Kai Chen ML System Accelerating Neural Recommendation Training with Embedding Schedu