The author, a designer who prefers self‑hosted tools, walks through installing OpenClaw on a home NAS using PVE and Ubuntu, configures password‑less sudo, sets up Discord as a communication channel, troubleshoots model settings, and demonstrates the assistant’s basic capabilities.
The open‑source "reinstall" shell script automates full system reinstall across Linux, Windows, and NAS platforms with a single command, handling hardware detection, network configuration, and disk partitioning while offering customizable options and built‑in security features.
The open‑source "reinstall" shell script automates full‑system reinstall for Linux, Windows, and popular NAS platforms, handling hardware detection, network configuration, and disk partitioning with a single command, making VPS and server provisioning fast, secure, and hassle‑free.
This article reviews Neural Architecture Search (NAS), explains its bi‑level optimization formulation, compares three major search strategies—reinforcement learning, evolutionary algorithms, and differentiable gradient‑based methods—provides complete Python code for each, and analyzes experimental results highlighting performance trade‑offs and remaining challenges.
This article explains how to design and implement a service‑level NAS traffic tracing solution using Linux eBPF, NFS kernel hooks, and Kubernetes metadata to correlate container processes with NAS devices, generate real‑time metrics, and visualize them in Prometheus dashboards.
Block, file, and object storage each offer distinct architectures and trade‑offs—block storage provides high performance but limited sharing, file storage enables easy sharing at lower speeds, and object storage combines both advantages with metadata‑driven distribution—this guide explains their principles, benefits, drawbacks, and ideal applications.
This guide walks you through deploying the open‑source AI image‑generation tool ComfyUI on Alibaba Cloud Function Compute, covering prerequisite services, step‑by‑step configuration of the app and NAS storage, workflow execution, custom node installation, and cleanup to avoid unexpected charges.
This guide explains how to quickly deploy the node‑based AI image generation tool ComfyUI on Alibaba Cloud Function Compute, covering prerequisites, step‑by‑step configuration, NAS integration, workflow loading, performance tips, and resource cleanup to achieve efficient, serverless AI drawing.
This article explains the fundamentals of storage, detailing the physical media and safety methods, introduces FC‑SAN technology and its components, outlines its advantages, and compares DAS, NAS, and SAN in terms of connection methods and suitable application scenarios.
This article explains common storage types—file (NAS), block (EBS), and object (OSS)—detailing their physical foundations, performance metrics, underlying Alibaba Cloud architectures, protocol differences, and ideal application scenarios to help readers select the most suitable storage solution for any workload.
This guide walks you through registering for Alibaba Cloud, enabling Function Compute and NAS, creating a Stable Diffusion application from a template, configuring the admin console, uploading the model, optionally building a custom Docker image, and troubleshooting common issues, all with step‑by‑step instructions and code examples.
This guide shows how to map a Stable Diffusion container's dynamic paths to Alibaba Cloud NAS, configure Serverless Devs, deploy the application, and upload model files via a visual admin UI or NAS commands, enabling fast AI image generation on a cloud‑native platform.
This article introduces DAMO‑YOLO, a high‑performance object detection framework that combines low‑cost model customization via MAE‑NAS, an Efficient RepGFPN with HeavyNeck for superior multi‑scale detection, and a full‑scale distillation technique, delivering faster inference, lower FLOPs, and higher accuracy across diverse industrial scenarios.
Learn step‑by‑step how to build a cost‑effective, pay‑per‑use WordPress website on Alibaba Cloud Serverless using Function Compute, NAS storage, RDS, and SLS, covering service activation, NAS setup, function configuration, custom domain binding, code deployment, and final verification.
This guide compares three log‑collection methods—SLS, NAS, and Kafka—available in Alibaba Cloud Serverless App Engine, explaining their architectures, ideal use cases, configuration details, and how to avoid common pitfalls such as log loss and rotation issues.
This article explains how IO performance becomes the bottleneck in modern systems, detailing the layered IO architecture, file system and buffer cache roles, various IO models, key metrics such as IOPS and latency, and the impact of storage technologies like LVM, RAID, and SAN/NAS solutions.
Learn how to create a personal, unlimited‑speed cloud drive that mimics a Windows experience by deploying the open‑source KodBox file manager on Alibaba Cloud Function Compute, using NAS for persistent storage and OSS for object storage, with detailed cost analysis and step‑by‑step deployment guide.
A customer’s Spark card queries were consistently taking around 10 seconds, prompting a step‑by‑step investigation that revealed a misconfigured NAS mount option (lookupcache=none) as the root cause of the severe slowdown.
Ant’s self‑developed xNN‑OCR demonstrates how advanced OCR can run offline on smartphones by combining GAN‑based data synthesis, lightweight ShuffleNet‑inspired detection, NAS‑optimized recognition, and aggressive model compression, delivering near‑real‑time accuracy for diverse mobile scenarios while preserving privacy and low cost.
This article explains the concept of data storage, introduces Fibre Channel SAN architecture, outlines its components and advantages, and compares DAS, NAS, and SAN in terms of connection methods and typical application scenarios.
This article provides a comprehensive overview of storage fundamentals, covering the concepts, architectures, and use cases of Direct‑Access Storage (DAS), Network‑Attached Storage (NAS), Storage Area Networks (SAN), and detailed explanations of RAID levels, their advantages, limitations, and implementation options.
This article provides a comprehensive overview of storage fundamentals, covering the three main storage architectures—DAS, NAS, and SAN—their advantages and limitations, followed by an in‑depth explanation of disk arrays and the various RAID levels, their principles, classifications, and practical use cases.
This article explains the definitions, key features, and drawbacks of Direct Attached Storage (DAS), Network Attached Storage (NAS), and Storage Area Network (SAN), helping readers choose the most suitable storage architecture for their environment.
This guide walks through building a highly available Harbor container registry across multiple nodes by selecting a shared storage backend, configuring Redis and PostgreSQL as external services, mounting Alibaba Cloud high‑performance NAS via NFS, and exposing the service through Alibaba SLB.
Hammer is an integrated hardware-aware model compression tool developed by Kuaishou in collaboration with universities, combining pruning, quantization, search, and distillation to achieve efficient and accurate neural network models tailored to specific hardware.
Data deduplication eliminates redundant data blocks to lower storage and bandwidth costs, while source‑ and transmission‑level encryption safeguards data in transit and at rest; the article also compares hardware vs software deduplication, various storage architectures (DAS, SAN, NAS, object and distributed storage) and their trade‑offs.
This article provides a comprehensive overview of storage architecture, covering centralized and distributed storage, block/file/object storage models, common protocols like NFS, CIFS, iSCSI, connection methods such as DAS, NAS, SAN, and examines typical distributed storage products including FastDFS and Swift.
This article explains the concepts, principles, and benefits of storage virtualization, covering host‑level, network‑level, and storage‑level approaches, and compares NAS and SAN technologies while highlighting how virtualization creates unified storage pools and reduces total cost of ownership.
This article provides a comprehensive overview of modern storage systems, covering hardware components, storage software, networking protocols like iSCSI, the roles of SAN and NAS, RAID configurations, hot spares, deduplication, snapshots, remote replication, and disaster recovery strategies.
This article provides a comprehensive introduction to storage arrays, DAS, NAS, SAN, RAID levels, snapshot technology, and data replication, explaining their architectures, functions, and how they improve performance, reliability, and cost efficiency in modern IT infrastructures.
This article explains the fundamentals of data storage, covering hard‑disk hardware, internal structures, logical volumes, file systems, and the differences between direct‑attached, network‑attached, and storage‑area network solutions.
This article surveys neural architecture search, classifying existing methods, describing common search spaces—including global and cell‑based designs—detailing optimization strategies such as reinforcement learning, evolutionary algorithms, surrogate models, one‑shot and differentiable approaches, and highlighting recent results and trends in the field.
This article provides a comprehensive overview of snapshot technology, explaining its definition, the backup challenges it addresses, the creation process, various implementations across file systems, LVM, NAS, disk arrays, virtualization, databases, and different snapshot types such as COW, ROW, incremental and continuous data protection, as well as consistency issues and solutions.
Snapshot technology creates point‑in‑time copies of files, directories or volumes, addressing common backup issues such as large data volumes, write‑in‑progress files, performance impact, and consistency, while offering various implementations—from file‑system and LVM to NAS, hypervisors, and databases—each with distinct advantages and trade‑offs.
This tutorial shows how to repurpose a 1 TB 2.5‑inch hard drive as a network‑attached storage device using a Raspberry Pi, covering hardware preparation, router MAC binding, Samba configuration, automatic NTFS mounting, and client access from Linux, Android, and Windows.
This article explains the three main storage architectures—Direct Attached Storage (DAS), Network Attached Storage (NAS), and Storage Area Network (SAN)—and compares their protocols, scaling methods, caching policies, RAID levels, LUN concepts, and core Linux block I/O structures.
AutoML and Neural Architecture Search automate deep‑learning model design by using controller networks to explore and evaluate candidate architectures, with efficient variants like PNAS and ENAS reducing cost, while platforms such as Google Cloud AutoML and open‑source AutoKeras make these techniques accessible, promising broader, democratized AI breakthroughs.
AutoML and Neural Architecture Search automate deep‑learning model design by sampling and training network blocks, using reinforcement‑learning or efficient weight‑sharing strategies such as PNAS and ENAS, enabling high‑accuracy architectures in days on a single GPU, with services like Google Cloud AutoML and open‑source tools like AutoKeras, while future research aims to expand search spaces beyond hand‑crafted blocks.
This guide walks you through seven different approaches to building a home NAS server—from a single‑system DIY setup with a cheap USB flash drive to dual‑boot Windows/DSM configurations, FreeNAS with virtual machines, ESXi/Hyper‑V options, and even a high‑end MacMini media‑center solution—covering hardware choices, software installation steps, and remote management tools.
This guide explains what a Network Attached Storage (NAS) is, why DIY or off‑the‑shelf NAS solutions may fall short for home users, and provides detailed hardware recommendations—including HP ProLiant MicroServer models—along with key criteria such as stability, expandability, energy efficiency, and ease of maintenance.
The article provides a comprehensive overview of the Network Data Management Protocol (NDMP), explaining its architecture, core concepts, backup mechanisms, version differences, supported backup software, and various network topologies such as 2‑way, 3‑way, and remote configurations for efficient NAS data protection.
This article provides a comprehensive overview of snapshot technology, explaining its creation process, various implementations across file systems, LVM, NAS, disk arrays, virtualization, and databases, and detailing mechanisms like COW, ROW, incremental and continuous protection while addressing consistency challenges.
This article walks beginners through multiple practical approaches for setting up a home NAS server, covering hardware choices, single‑system and dual‑system configurations, virtualization options, recommended software, remote management tools, and even a media‑center upgrade plan.
This article explains what a NAS is, why DIY or off‑the‑shelf units may not be ideal, outlines essential hardware and software criteria for home use, and presents two cost‑effective HP ProLiant server solutions with detailed specifications.
The article provides a detailed overview of HPE's NAS offerings—including StoreEasy, StorageWorks X9000, StoreAll, and the 3PAR-based solutions—explaining their architectures, supported hardware series, licensing models, protocol support, and advanced features such as snapshots, quotas, antivirus integration, and high‑performance flash storage.
This article walks through diagnosing severe memory consumption on an NFS server by examining top, vmstat, and slabtop outputs, revealing that large XFS inode and ILI caches from multiple volumes can drain RAM and how to free it.
This article explains the differences between parallel and serial hard‑disk interfaces, details ATA and SCSI protocols, and compares three major storage architectures—Direct‑Attached Storage (DAS), Network‑Attached Storage (NAS), and Storage Area Networks (SAN)—including their use cases, performance, and cost considerations.
