For uninterrupted computing services
Ray History Server solves the loss of observability when ephemeral Ray clusters terminate by archiving logs, events, and dashboard snapshots to object storage, enabling long-term querying, debugging, and unified access to both live and historical clusters via a reconstructed dashboard.
The article analyzes the limitations of traditional NAS for AI agents—scale ceiling, isolation gaps, and security blind spots—and explains how AgenticFS redesigns the storage paradigm by giving each agent an independent, zero‑trust workspace that scales linearly across regions.
The article analyzes how Alibaba Cloud’s CPFS, KVCacheStore, AgenticFS, OSS Agent and CDE Agent together address exploding AI data scales, accelerate model training and inference, and support massive AI Agent workloads with concrete performance numbers and architectural details.
The article explains how Agentic Reinforcement Learning workloads like OSWorld need an execution environment that preserves state across hundreds of actions, and shows that integrating Harbor with Alibaba Cloud Function Compute sandbox meets four strict requirements, enables full‑scale evaluation, and reduces compute‑only costs by about 60%.
The article explains how a custom ultra‑low‑power AI SoC combined with Alibaba Cloud OSS and Tablestore creates a secure, cost‑effective, and scalable intelligent camera solution that supports millions of devices, offers encrypted end‑to‑end video storage, real‑time event detection, and AI‑driven video summarisation.
The article explains how ACK One Fleet upgrades the AI Agent Sandbox from a single‑cluster Kubernetes setup to a multi‑cluster architecture, addressing capacity limits, fault‑domain risks, and scheduling inefficiencies while providing global capacity control, water‑level balancing, fault‑tolerant failover, and faster sandbox startup through E2B and CRD integrations.
Youzan unified over 190 AI Agents on Alibaba Cloud's FC sandbox, achieving extreme elasticity, six‑dimensional security isolation, seamless migration of existing workflows, and a dramatic reduction in compute costs with 87% of resources in low‑cost sleep mode.
The ack‑hybrid‑nodes‑gateway component introduces a VXLAN‑based overlay gateway that lets pods in an on‑premise IDC communicate bidirectionally with pods in a central VPC, eliminating the need for BGP or extensive network re‑engineering while providing automatic tunnel management and high‑availability.
ACK Pro introduces a provisioned control‑plane mode that replaces reactive scaling with preset performance tiers, guaranteeing deterministic capacity for thousands of nodes and tens of thousands of Pods, and a real‑world AI training case shows reduced pod‑startup latency, eliminated HTTP 429 errors, and about 30% faster training cycles.
Low GPU utilization and mysterious memory growth often stall AI workloads, but existing tools are intrusive and limited; SysOM AI Profiling offers zero‑intrusion, one‑click, multi‑dimensional analysis across training and inference, with timeline visualisation, memory‑snapshot, and iteration‑anchored diff, demonstrated by vLLM memory‑leak detection and SGLang vs vLLM performance comparison.
