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distributed deployment

4 articles · Page 1 of 1
macrozheng
macrozheng
Jun 18, 2026 · Artificial Intelligence

Why AgentScope Java 2.0 Is Needed to Bridge the Demo‑to‑Production Gap in AI Agent Development

AgentScope Java 2.0, released in June 2026, adds native distributed deployment, multi‑tenant isolation, fine‑grained permission control, workspace‑driven state management, middleware extensibility, model fault‑tolerance and event‑stream APIs, turning demo‑only agents into production‑ready, observable, and secure AI services for enterprise Java environments.

AI agentsAgentScopeJava
0 likes · 28 min read
Why AgentScope Java 2.0 Is Needed to Bridge the Demo‑to‑Production Gap in AI Agent Development
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Feb 13, 2025 · Artificial Intelligence

Deploying DeepSeek‑R1 671B Distributed Inference Service on Alibaba Cloud ACK with vLLM and Dify

This article explains how to quickly deploy the full‑parameter DeepSeek‑R1 671B model in a multi‑node GPU‑enabled Kubernetes cluster on Alibaba Cloud ACK, covering prerequisites, model parallelism, vLLM‑Ray distributed deployment, service verification, and integration with Dify to build a private AI Q&A assistant.

DeepSeekDifyKubernetes
0 likes · 12 min read
Deploying DeepSeek‑R1 671B Distributed Inference Service on Alibaba Cloud ACK with vLLM and Dify
MaGe Linux Operations
MaGe Linux Operations
Aug 27, 2022 · Cloud Computing

Step‑by‑Step Guide to Deploying MinIO Distributed Object Storage

This article introduces MinIO, a high‑performance, GNU‑AGPL‑licensed object storage compatible with Amazon S3, explains its core concepts such as buckets, drives, sets and erasure coding, and provides a detailed step‑by‑step guide for deploying a distributed MinIO cluster on Linux, including configuration, systemd service setup, Nginx load balancing, and client (mc) usage.

Erasure CodeLinuxNGINX
0 likes · 20 min read
Step‑by‑Step Guide to Deploying MinIO Distributed Object Storage