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VPS, GPU and proxy guides

Practical articles on picking a server location, setting up a VPS, renting GPUs by country, and using dedicated and static ISP proxies.

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Hub guides to every location and product.

VPS in the USA, Canada, Australia and Israel: every city explained

Choose a VPS in the USA, Canada, Australia or Israel: eight US cities, Toronto, Sydney and five Israeli cities, with traffic allowances and use-case picks.

6 min read

VPS in Asia: Singapore, Tokyo and Hong Kong compared

Compare Cloudj's Asian VPS locations, Singapore, Tokyo and Hong Kong: who each one suits, traffic allowances, which fits Vietnamese users, and a test plan.

6 min read

Dedicated proxy guide: types, protocols, auth and 7 countries

Everything to know before you buy a dedicated proxy: static ISP vs static residential, HTTP vs SOCKS5, password vs IP whitelist, terms and 7 countries.

6 min read

VPS in Europe: 7 countries compared and how to pick one

A practical guide to VPS Europe locations at Cloudj: Frankfurt, Amsterdam, London, Madrid, Milan, Stockholm and Bucharest, with 5 TB traffic per month.

6 min read

GPU cloud Asia guide: Japan, Singapore, Korea and nearby

A practical GPU cloud Asia guide: which country codes to search for East and Southeast Asian users, a fallback order, and how to pair a GPU with a VPS.

6 min read

GPU cloud by location: how to pick a country for your GPU

How GPU cloud by location works on Cloudj: filter a live list of machines by country code, decide between near users, lowest price or data rules.

6 min read

GPU cloud Europe: choosing a country for your AI workloads

A practical guide to GPU cloud Europe searches: filter by several country codes at once, weigh Western, Nordic and Eastern hosts, and plan where data lives.

6 min read

GPU cloud North America: renting GPUs in the US and Canada

A GPU cloud North America guide: how to search US and CA hosts, read the results, pick a VPS front end and decide when a US GPU suits users elsewhere.

6 min read

VPS locations: how to choose among 14 countries

A practical guide to VPS locations at Cloudj: 14 countries in Asia, Europe, North America, Oceania and Israel, traffic by region and a decision table by audience.

6 min read

VPS by country

What to check before renting a server in each country.

Australia VPS: why a Sydney server matters for Australian users

Why an Australia VPS in Sydney matters for users in Australia and New Zealand: the distance problem, a decision tree, traffic estimates and setup tips.

5 min read

Canada VPS in 2026: hosting in Toronto for Canadian users

A Canada VPS in Toronto keeps data in the country and close to Canadian users. See when it beats a US server and how to run English and French sites.

5 min read

Germany VPS in 2026: Frankfurt servers for EU projects

A practical guide to choosing a Germany VPS in Frankfurt: who it suits, which workloads fit, GDPR context in plain terms, and how to size your first server.

5 min read

Hong Kong VPS in 2026: who it suits and what to compare

Who a Hong Kong VPS suits, how it compares with Singapore and Tokyo for Greater China, Taiwan and Southeast Asia, and a checklist before you deploy.

5 min read

Israel VPS 2026: a Tel Aviv server for Israel and the region

An Israel VPS guide: who a Tel Aviv server suits, how it compares with European and US options, and a step-by-step setup for a Hebrew right-to-left website.

5 min read

Italy VPS 2026: running your project from a Milan server

Decide whether an Italy VPS in Milan fits your project: audiences in Italy and nearby, four common project types, a comparison with other EU cities, and setup.

5 min read

Best VPS in Japan 2026: choosing a Tokyo server

How to choose a Japan VPS in Tokyo: which audiences it serves, setup for Japanese-language sites, CPU and traffic choices, and when another city fits.

5 min read

Netherlands VPS: is an Amsterdam server right for you?

Use this Netherlands VPS checklist to decide whether an Amsterdam server fits your audience, workload and budget, and when another location is the better call.

5 min read

Romania VPS 2026: when a Bucharest server makes sense

When a Romania VPS in Bucharest is the right call: signs it fits, signs it does not, the Balkan and Eastern European markets nearby, and how to test it first.

5 min read

Best Singapore VPS 2026: a buyer's checklist for Southeast Asia

Is a Singapore VPS right for you? Who should pick it, who should not, and a checklist for CPU type, 1 TB traffic, billing and OS before you deploy.

6 min read

Spain VPS in 2026: a Madrid server for Iberian audiences

A buyer checklist for a Spain VPS in Madrid: who it suits in Spain and Portugal, when to pick another region, how to size it and what to set up first.

5 min read

Sweden VPS 2026: Stockholm servers for Nordic users

A Sweden VPS guide for Nordic projects: how a Stockholm server fits Sweden, Norway, Finland and Denmark, typical workloads, and a step-by-step first deployment.

5 min read

UK VPS in 2026: London servers for British users and businesses

A buyer checklist for a UK VPS in London: British audiences, UK GDPR in general terms, workloads such as trading and Windows RDP, sizing, billing and setup.

5 min read

USA VPS in 2026: how to choose between 8 US cities

Choosing a USA VPS means choosing a city. Compare New York, Los Angeles, Santa Clara, Seattle, Chicago, Dallas, Atlanta and Miami by where your users are.

5 min read

Vietnam VPS in 2026: what to check, and the closest Cloudj alternatives

Looking for a Vietnam VPS? Cloudj has no servers in Vietnam. Here is how to choose between Singapore, Hong Kong and Tokyo for Vietnamese users, and what to test.

6 min read

VPS use cases

Trading, game servers, self-hosting, bots and more.

VPS for AI agents: running LLM API workers on a US server

How to size and run a VPS for AI agents in the US: CPU-only workers that call hosted LLM APIs, queues, secrets, restarts, and when a GPU is needed.

6 min read

Crypto trading bot VPS: Singapore, Tokyo or Hong Kong hosting

Choose a crypto trading bot VPS in Singapore, Tokyo or Hong Kong by measuring your exchange's API, then run Freqtrade or Hummingbot safely as a service.

6 min read

Ecommerce hosting in Australia: running a store on a Sydney VPS

Ecommerce hosting in Australia on a Sydney VPS: how to size WooCommerce or Magento, set up caching that respects carts, and when local hosting pays off.

6 min read

Ecommerce hosting in Spain and Italy: Madrid or Milan VPS?

Ecommerce hosting for Spain and Italy explained: Madrid or Milan, one server or two, PrestaShop or WooCommerce sizing, and running bilingual stores.

5 min read

Forex VPS London: running MT4 and MT5 close to your broker

A practical forex VPS London guide: why traders host MetaTrader on a server, how to check your broker's location, and how to size a Windows VPS.

6 min read

Forex VPS New York: when a US East Coast server fits your EA

Decide if a forex VPS New York setup suits your broker: locate its trade server, run a ping test, and choose Windows or Linux with Wine for MetaTrader.

6 min read

Game server hosting in Singapore for Southeast Asian players

Plan game server hosting in Singapore for Southeast Asian players: pick a CPU type, install a dedicated server with SteamCMD, open ports, and fix common issues.

6 min read

Self hosted GitHub Actions runner on a dedicated-CPU VPS

Set up a self hosted GitHub Actions runner on a VPS: install it as a service, lock it down for public repos, and add hourly runners for burst CI capacity.

5 min read

Hong Kong VPS for China users: what to expect in 2026

Planning a Hong Kong VPS for China visitors? Learn what ICP rules mean, why cross-border routes vary, and how to test from your real audience first.

6 min read

Deploy Laravel to a VPS: Nginx, PHP-FPM and queues step by step

Deploy Laravel to a VPS step by step: install PHP-FPM and Nginx, configure .env, run queues with Supervisor, schedule tasks and ship releases without downtime.

4 min read

Minecraft server hosting in Germany: Frankfurt VPS setup guide

Minecraft server hosting in Germany on a Frankfurt VPS: size RAM for your players, install Java and Paper, run it with systemd, open the port, back up worlds.

5 min read

n8n self hosting on a Frankfurt VPS: Docker, HTTPS and scaling

A practical guide to n8n self hosting on a Frankfurt VPS: Docker Compose with PostgreSQL, HTTPS via reverse proxy, backups, and when to switch to queue mode.

4 min read

Nextcloud VPS in Stockholm: self-hosting guide for 2026

Run a Nextcloud VPS in Stockholm: pick a size, install Nextcloud All-in-One with Docker, plan disk growth and set up backups for a Nordic or EU team.

5 min read

Odoo VPS for Vietnamese businesses: sizing and setup guide

Run Odoo on a VPS for a Vietnamese business: Cloudj has no servers in Vietnam, so choose Singapore, Hong Kong or Tokyo, then size workers, PostgreSQL and Nginx.

5 min read

PostgreSQL VPS setup: sizing, tuning, security and backups

Set up a PostgreSQL VPS the right way: pick dedicated CPU and RAM, tune memory settings, lock the port to app IPs, and automate backups off the server.

4 min read

Canadian SaaS hosting: running your app on a Toronto VPS

A practical guide to Canadian SaaS hosting on a Toronto VPS: answering where customer data lives, a simple architecture, backups, and privacy in general terms.

6 min read

Self hosted Git server on a VPS: Gitea vs GitLab, sizing, setup

Plan a self hosted Git server on a VPS: compare Gitea and GitLab, size RAM and disk correctly, run SSH cloning alongside admin SSH, and set up backups.

4 min read

Hourly VPS for staging, demos and load tests: how to use it

How an hourly VPS is billed (charged while it exists, even stopped), and practical workflows for staging servers, client demos and load tests without surprises.

5 min read

VPS for Telegram bot and Discord bot hosting: a small setup

A practical guide to a VPS for Telegram bot or Discord bot hosting: smallest plan sizing, systemd or pm2, webhooks vs polling, and where to put the server.

5 min read

Edge server in Tokyo: a reverse proxy in front of your origin

Put an edge server in Tokyo in front of a distant origin: when it helps, an Nginx reverse proxy and cache config, a Caddy option, and how to check cache hits.

5 min read

Web scraping VPS: architecture, etiquette and when to add proxies

How to run a web scraping VPS in the US: scheduler and queue design, headless browser memory, robots.txt and terms of use, and when dedicated proxies help.

6 min read

Windows VPS UK: RDP access, licensing and sizing in London

A practical guide to a Windows VPS in the UK: what the monthly licence fee covers, sizing RAM and disk, password login, and locking down RDP on a London server.

6 min read

Windows VPS Singapore: use cases and sizing for Asian teams

Plan a Windows VPS in Singapore for Asian teams: accounting software, shared remote desktops and Windows-only apps, with RAM sizing and licence fee notes.

5 min read

WireGuard VPS in Amsterdam: build your own VPN step by step

Build a private VPN on a WireGuard VPS in Amsterdam: install, generate keys, configure server and peers, set up NAT and firewall rules, and connect devices.

5 min read

WordPress VPS for Vietnamese websites: stack, sizing and setup

Set up a WordPress VPS for Vietnamese visitors: Cloudj has no servers in Vietnam, so choose Singapore, Hong Kong or Tokyo, size the server and add caching.

6 min read

VPS comparisons

Locations, billing, CPU types and operating systems side by side.

Frankfurt vs Amsterdam vs London VPS: picking a European location

Frankfurt vs Amsterdam VPS, plus London: compare market fit, UK and EU data rules and network position to pick the right European server location.

6 min read

Hourly vs monthly VPS billing: which costs less for you

Hourly vs monthly VPS billing compared: how each is charged, why traffic changes the maths, and a simple worksheet to pick the cheaper option for your workload.

5 min read

Linux vs Windows VPS: cost, access and use cases compared

Linux vs Windows VPS compared on licence cost, login method, RAM and disk needs and typical workloads, so you can pick the right operating system first time.

6 min read

Dedicated CPU VPS vs shared vs general purpose: how to choose

How to choose a dedicated CPU VPS, a general-purpose VPS or a shared-CPU VPS: spotting noisy neighbours with steal time and which workloads fit each type.

5 min read

Singapore vs Hong Kong VPS, or Tokyo: which Asian hub fits

Singapore vs Hong Kong VPS, plus Tokyo: pick the Asian hub by where your users are, measure latency yourself, and see what stays the same in all three.

5 min read

US East vs West VPS: choosing among 8 American cities

US East vs West VPS compared: how New York, Atlanta, Miami, Chicago, Dallas, LA, Santa Clara and Seattle fit your users, with a clear city verdict.

6 min read

Vietnam vs Singapore VPS: which is right for Vietnamese users?

Vietnam vs Singapore VPS for Vietnamese users: domestic vs international routing, when an in-country host still makes sense, and why Cloudj's choice is Singapore, Hong Kong or Tokyo.

6 min read

VPS vs dedicated server: what your workload actually needs

VPS vs dedicated server explained with a decision path: when a dedicated-CPU VPS is enough, when you truly need a whole physical machine, and how to tell.

5 min read

VPS vs proxy: which one do you actually need in 2026?

VPS vs proxy explained: a VPS runs your software, a proxy only changes the IP your traffic exits from. Learn which you need and when to combine both.

6 min read

VPS vs shared hosting: when it is time to move up

VPS vs shared hosting compared on isolation, root access, performance and who does the maintenance, with clear signs that your site has outgrown shared plans.

6 min read

VPS how-to

Step-by-step setup, security and maintenance.

VPS latency by location: a practical way to choose a region

Understand VPS latency by location, from the physics of distance to measuring from real users, and pick a server region with a repeatable method.

7 min read

How to connect to a Windows VPS with Remote Desktop

Connect to a Windows VPS with Remote Desktop from Windows, macOS, Linux or a phone, then lock it down with NLA, a strong password and IP-restricted RDP.

5 min read

Install Docker on a VPS: Engine and Compose on Ubuntu, Debian

Install Docker on a VPS running Ubuntu or Debian from the official repository, add Docker Compose, run a first stack and avoid the Docker and ufw firewall trap.

5 min read

How to migrate a website to a new VPS with minimal downtime

A step-by-step plan to migrate a website to a VPS: lower DNS TTL, copy files with rsync, move the database, test with a hosts file, then cut over.

5 min read

How to monitor VPS CPU, RAM and network usage on Linux

Learn how to monitor VPS CPU, RAM, disk and network with console graphs, htop, vmstat and iostat, set simple alerts, and know when to resize.

5 min read

Nginx reverse proxy with SSL on a VPS using Let's Encrypt

Set up an Nginx reverse proxy with SSL on an Ubuntu or Debian VPS: DNS record, server block, free Let's Encrypt certificate and automatic renewal.

5 min read

Upgrade VPS resources: when to add CPU, RAM or disk

Know when to upgrade VPS CPU, RAM or disk from real metrics, how to resize in the console, grow the filesystem afterwards and plan a short downtime window.

5 min read

Secure VPS setup: a first-hour checklist for Ubuntu and Debian

Secure a VPS in its first hour on Ubuntu or Debian: updates, a sudo user, SSH keys only, a firewall, fail2ban and automatic security updates, step by step.

5 min read

SSH key VPS setup: create a key and log in on any OS

Set up an SSH key for your VPS on Windows, macOS or Linux with ssh-keygen ed25519, add it before you deploy, log in, and fix the common errors.

5 min read

How to test VPS latency with ping, mtr and curl

Test VPS latency from Windows, macOS and Linux with ping, mtr and curl, read the results correctly, and compare locations before you commit to one.

5 min read

UFW firewall on an Ubuntu VPS: setup without locking out

Set up a UFW firewall on an Ubuntu or Debian VPS: default deny, allow SSH first, common rules for web and databases, rate limiting and how to check it.

5 min read

A VPS backup strategy that survives your own mistakes

Build a VPS backup strategy that works: the 3-2-1 rule, restic or borg to off-server storage, database dumps, custom images and real restore tests.

6 min read

Proxies by country

Dedicated IPv4 and static ISP proxies in 7 countries.

Buy US proxy: 8 things to check before you order in 2026

A practical checklist to buy US proxy IPs: type, protocol, authentication, term length, quantity tiers, renewals and how to test a US static ISP proxy.

5 min read

Buy Vietnam proxy: static ISP or static residential in 2026

Before you buy a Vietnam proxy, compare the static ISP IPv4 and static residential types, pick HTTP or SOCKS5, and see how ordering and credentials work.

5 min read

Hong Kong proxy: what a Hong Kong IP can and cannot do

Practical uses of a Hong Kong proxy for regional services, testing and research, plus the limits to know first, starting with why it is not a mainland China IP.

5 min read

Japan proxy: uses, setup and buying tips for a Tokyo IP

How teams use a Japan proxy for Japanese marketplaces, localization testing and ad checks, plus a setup walkthrough and what to check before you buy.

5 min read

Singapore proxy: a Southeast Asia IP for business tools

When a Singapore proxy is the right Southeast Asia vantage point for SaaS tools, ad checks and marketplaces, when it is not, and how to set one up for a team.

5 min read

Korea proxy: a dedicated South Korean IP for testing and research

Decide whether you need a Korea proxy, what a Korean IP can and cannot do on local platforms, and how to use one for app QA and market research.

6 min read

UK proxy: a dedicated British IP for research and testing

How a dedicated UK proxy helps with British price checks, ad verification and site testing, plus setup steps, authentication choices and limits.

6 min read

US static ISP proxy: ISP and residential IPs for long sessions

What a US static ISP proxy is, how the ISP and residential options differ, and how to choose, test and run one so long sessions stay on the same IP.

6 min read

Vietnam static residential proxy: a home IP that stays the same

What a Vietnam static residential proxy is, how it differs from a dedicated static ISP proxy, when each fits Vietnamese platforms and how to use one well.

5 min read

Proxy use cases

Ads, marketplaces, SEO, testing and automation.

Ad verification proxy: see your ads as Japan and Korea users do

How to use an ad verification proxy in Japan and South Korea to check geo-targeted creatives, landing pages and redirects the way local users see them.

6 min read

Antidetect browser proxy setup: one dedicated IP per profile

Set up an antidetect browser proxy the right way: one dedicated IP per profile, matching timezone and language, HTTP or SOCKS5, and platform rules.

6 min read

Geo testing proxy guide: QA your app as users in other countries

How to use a geo testing proxy to check currency, language, geo-blocks and CDN routing for users in Japan, Korea and more, with a QA checklist and device setup.

6 min read

Proxy for Shopee sellers, plus Lazada and TikTok Shop in Vietnam

A proxy for Shopee sellers, Lazada and TikTok Shop teams working from abroad: how one stable Vietnam IP per shop works, and which marketplace rules apply.

5 min read

Facebook ads proxy: stable IPs for managing ad accounts

How agencies and in-house teams use a Facebook ads proxy to give each managed profile a stable IP, while staying within Meta's policies.

6 min read

Proxy for rank tracking: checking local Google results by country

How to use a proxy for rank tracking in the US, UK, Japan and Singapore: localized results, gl and hl parameters, sensible request rates and compliant tools.

5 min read

Playwright proxy and Puppeteer proxy setup with authentication

Set up a Playwright proxy or Puppeteer proxy with username and password, run one proxy per browser context, match locale and timezone, and fix common errors.

4 min read

Price monitoring proxy for UK retail: a careful setup guide

How to run a price monitoring proxy setup for UK retailers: see GBP prices as British shoppers do, crawl politely, respect terms of service and keep data clean.

6 min read

Python requests proxy guide: requests, httpx and Scrapy

Set up a Python requests proxy with authentication, SOCKS5, httpx and Scrapy, plus timeouts, retries and error handling that hold up in real scraping jobs.

4 min read

Social media proxy setup for agencies managing client accounts

A social media proxy workflow for agencies: map client accounts to dedicated IPs, organise team access on Instagram, X and LinkedIn, and keep credentials clean.

6 min read

Static IP for allowlisting: give your team one fixed address

Need a static IP for allowlisting an admin panel or API? Compare a dedicated proxy, a VPN and a VPS, then set up one fixed IP that your whole team can share.

6 min read

TikTok proxy: running US accounts and TikTok Shop from abroad

A practical TikTok proxy guide for teams managing US accounts and TikTok Shop from abroad: one stable IP per account and which static ISP proxy type fits.

6 min read

Proxy guides

Protocols, authentication, setup and sizing.

Datacenter vs ISP proxy: how they differ and which to choose

Datacenter vs ISP proxy explained: who owns the network, what each type is good at, and how to choose between two static ISP proxy options in 7 countries.

6 min read

Dedicated vs shared proxy: why a one-user IP matters

Dedicated vs shared proxy compared on IP reputation, neighbour bans, speed and cost, with a simple way to decide which one your accounts and tools need.

6 min read

How many proxies do I need? A practical sizing guide

How many proxies do I need? Size your order by accounts, browser profiles or scraper concurrency, add a spare margin, and use quantity tiers to plan growth.

6 min read

Make proxy on VPS or buy a dedicated proxy? Honest trade-offs

How to make proxy on VPS with Squid restricted to your IP, the upkeep and abuse risk you take on, and when a ready-made dedicated proxy is the better choice.

6 min read

Proxy IP whitelist vs username and password authentication

Proxy IP whitelist or username and password? Learn how each method works, which apps need which, and how to manage up to 20 allowed IPs and rotate passwords.

5 min read

Proxy vs VPN: what each one actually does and when to use it

Proxy vs VPN compared plainly: app-level vs system-level routing, what is encrypted, many IPs vs one tunnel, and which fits scraping, accounts or privacy.

6 min read

Set proxy on iPhone and Android: Wi-Fi proxy settings guide

How to set proxy on iPhone and Android through Wi-Fi settings, handle username and password or IP whitelist, check the exit IP, and know which apps ignore it.

6 min read

How to set up a proxy in Chrome and Firefox (2026 guide)

Set up a proxy in Chrome and Firefox step by step: Firefox's own HTTP and SOCKS5 settings, Chrome via system settings or a launch flag, and proxy logins.

6 min read

How to set a proxy on Windows 11 and macOS, step by step

Set a proxy on Windows 11 and macOS through system settings or the command line, learn which apps follow it, and why SOCKS5 with a password needs another route.

6 min read

SOCKS5 vs HTTP proxy: how they differ and which to use

SOCKS5 vs HTTP proxy explained: protocol layers, how HTTPS passes through CONNECT, DNS handling, app support, and a simple way to choose for each tool you use.

6 min read

Static vs rotating proxy: choosing for your workflow

Static vs rotating proxy explained by workflow: logins and long sessions versus large-scale scraping, with a decision table and honest notes on cost.

6 min read

Test proxy with curl: check exit IP, speed and errors

Test proxy with curl in one command: HTTP and socks5h syntax, --proxy-user, checking the exit IP and country, timing each step, and reading common error codes.

5 min read

GPU cloud by location

Renting GPUs by country and region, and what to do when a country has no machine listed.

Cheapest GPU near Vietnam: how to find a low hourly price

Find the cheapest GPU near Vietnam on Cloudj: sort by price across SG, HK, TH and JP, compare the total cost of a job, and know when a far host is fine.

5 min read

GPU cloud data residency EU: a practical approach for teams

A practical GPU cloud data residency EU approach: limit hosts to EU codes, keep source data and backups in the EU, delete after use, and get legal review.

4 min read

GPU cloud Australia: renting GPUs for AU and NZ users

How to run GPU cloud Australia searches: the AU and NZ filters, why distance makes local hosts valuable, Singapore fallback logic and a Sydney VPS front end.

5 min read

GPU cloud Canada: renting GPUs listed in CA, with a US fallback

A GPU cloud Canada guide: search the CA country code, keep sensitive work on Canadian hosts when you choose to, fall back to US, and pair with a Toronto VPS.

5 min read

GPU servers in Eastern Europe: Poland, Romania and nearby

A GPU server Poland Romania guide: search PL, RO, CZ and BG, weigh price against distance, fall back to DE or NL and pair the GPU with a Bucharest VPS.

5 min read

GPU cloud France: renting GPUs for French AI projects

A GPU cloud France guide for French-language AI: search the FR code, fall back to BE, DE or ES, and pair the GPU with a VPS in Amsterdam or Madrid.

4 min read

GPU server Germany: renting GPUs listed in DE and nearby

Find a GPU server Germany teams can use: search the DE filter, read each listing, pair it with a Frankfurt VPS and fall back to NL, PL or CZ when DE is empty.

5 min read

GPU server Hong Kong: when HK is the right country filter

When a GPU server Hong Kong search makes sense, how to run it with the HK code, what to do when nothing is listed, and how to pair it with a Hong Kong VPS.

5 min read

GPU cloud India guide: renting GPUs for Indian AI teams

A GPU cloud India guide for AI teams: use the IN code, serve Indic-language models, fall back to Singapore, pay from a USD balance and keep data near the GPU.

5 min read

GPU server Indonesia Malaysia: where to look and how to test

Find a GPU server for Indonesia and Malaysia users: search ID, MY and SG codes, handle the archipelago latency problem and compare two hosts properly.

5 min read

GPU cloud Brazil and Latin America: local search and US fallbacks

Plan GPU cloud Brazil and Latin America searches: BR, MX and CL codes, serving Portuguese and Spanish models, US fallbacks and a Miami or Dallas VPS front end.

4 min read

GPU cloud Middle East: UAE, Israel, Turkey and fallbacks

A GPU cloud Middle East guide: search AE, IL, SA and TR codes, serve Arabic or Hebrew models, fall back to Germany or the Netherlands, and add a Tel Aviv VPS.

5 min read

GPU cloud Netherlands: renting GPUs listed in NL and nearby

A GPU cloud Netherlands guide: search NL hosts, combine NL, DE and BE codes for Western Europe, and use an Amsterdam VPS as a stable API front end.

5 min read

GPU cloud in the Nordics: Sweden, Norway, Finland and Denmark

Search GPU cloud in Sweden, Norway, Finland and Denmark at once with SE, NO, FI and DK, read the results, plan fallbacks and pair the GPU with a Stockholm VPS.

5 min read

GPU cloud Spain Italy and Portugal: where to look for hosts

Where to look for GPU cloud Spain Italy and Portugal hosts: ES, IT and PT codes, FR and DE fallbacks, and Madrid or Milan VPS front ends for users.

5 min read

GPU cloud Taiwan: renting GPUs listed in TW and nearby

A GPU cloud Taiwan guide: search the TW country code, use Taiwan as a middle point for Japan, Hong Kong and Southeast Asia, and plan a fallback list.

5 min read

GPU cloud Thailand: TH hosts and Singapore fallbacks

A GPU cloud Thailand plan: search TH hosts, fall back to SG and MY, test latency from Thai ISPs and serve Thai-language AI apps without stock promises.

5 min read

GPU cloud UK guide: renting GPUs listed under the GB code

A GPU cloud UK guide: why the filter uses GB rather than UK, how to read British listings, data-location thinking, NL and DE fallbacks and a London VPS.

4 min read

Rent GPU USA: a practical guide to US-listed cloud machines

How to rent GPU USA machines on Cloudj: search with the US code, read reliability and bandwidth columns, pick a model and pair it with a US VPS front end.

5 min read

GPU cloud Vietnam: how Vietnamese teams rent GPUs today

An honest GPU cloud Vietnam guide: what the VN filter can and cannot promise, the nearest country codes to search, VND top-up and latency tests from Viettel.

5 min read

GPU server Singapore guide: renting for Southeast Asian users

Rent a GPU server Singapore users and the wider region can reach quickly: search with the SG code, read the results, plan fallbacks and add a Singapore VPS.

5 min read

Rent GPU Japan: how to find cloud GPUs listed in JP

Rent GPU Japan the practical way: search the JP country code, read what the results mean, fall back to KR, TW or HK, and keep a Tokyo VPS in front.

5 min read

GPU cloud Korea: what to check before you rent in South Korea

Renting GPU cloud Korea capacity: how to search the KR filter, test the path from Korean ISPs, pair it with a Tokyo VPS and fall back to Japan when needed.

5 min read

GPU models by region

RTX 4090, RTX 5090, A100, H100 and more, searched by country.

A100 cloud in Asia: Singapore, Japan and Korea searches

Plan an A100 cloud Singapore Japan search: the SG, JP, KR and HK codes, the A100 variants listed, 48 GB alternatives in the region and moving data from Vietnam.

4 min read

A100 cloud Europe guide: renting A100 GPUs in the EU

A100 cloud Europe guide: PCIe vs SXM4 on the GPU list, what the 40 GB versions handle, searching EU codes and when an A100 beats an H100 on value.

4 min read

Rent A100 USA: PCIe and SXM4 options billed by the minute

Rent A100 USA hosts for training and batch work: PCIe vs SXM4 in practice, multi-GPU listings, and a cost estimate that includes storage while stopped.

5 min read

A40 GPU cloud: a 48 GB datacenter card for rendering and AI

When an A40 GPU cloud instance fits rendering and mid-size inference, how it compares with L40S and RTX A6000, and how to search US, DE and NL hosts.

4 min read

H100 cloud Asia: what to try before settling elsewhere

An H100 cloud Asia playbook: search JP, KR, SG, TW and IN codes, accept that datacenter GPUs can be scarce, and train elsewhere while serving from Asia.

5 min read

H100 cloud Europe guide: renting H100 GPUs in EU countries

An H100 cloud Europe checklist: SXM, PCIe and NVL variants, searching EU country codes, the account level datacenter GPUs need and the Datacenter only switch.

5 min read

H100 cloud USA: planning a training run on rented H100s

Plan an H100 cloud USA rental: 1x vs 8x machines, matching the available-until date to your job, keeping checkpoints off the host and estimating cost.

5 min read

H200 cloud rental: where H200 GPUs are listed and how to rent

A practical H200 cloud rental guide: what H200 NVL memory buys you, searching any country then narrowing, account level, and disk sizing for big weights.

5 min read

NVIDIA L4 cloud: a low-power inference GPU close to your users

When NVIDIA L4 cloud instances make sense: 24 GB class inference and video AI, searching near users in SG, JP, DE or US, and how L4 compares with RTX cards.

4 min read

L40S cloud Europe: an inference and rendering GPU in the EU

Rent an L40S cloud Europe machine for mixed inference and rendering: when 48 GB helps, how to search EU codes and how it compares with A100 and RTX 6000 Ada.

4 min read

Rent an RTX 3060 cheaply: a 12 GB starter GPU for learners

Rent an RTX 3060 cheaply as a 12 GB starter GPU: what it runs, how it compares with the 3060 Ti and 4060 Ti, and how to find a low price near Vietnam.

4 min read

Rent RTX 3090 Asia: a 24 GB GPU for budget-minded projects

When to rent RTX 3090 Asia machines: what a 24 GB Ampere card still runs, how to search SG, HK, TW, JP and VN, and where the RTX 4090 is worth the upgrade.

4 min read

RTX 3090 cloud Europe: budget 24 GB GPUs for EU experiments

Use RTX 3090 cloud Europe hosts for hobby and small-team ML: EU codes including Eastern Europe, and a per-minute routine for short, cheap experiments.

4 min read

RTX 4090 cloud Europe: renting one in an EU country

Rent an RTX 4090 cloud Europe machine: make a multi-country EU code list, keep work in chosen countries and weigh the Datacenter only switch for consumer cards.

4 min read

Rent RTX 4090 Japan: how to find one and what to expect

How to rent RTX 4090 Japan machines on Cloudj: search the JP filter, know what 24 GB fits, and fall back to an RTX 5090, RTX 3090 or a 4090 in Korea or Taiwan.

5 min read

RTX 4090 cloud Singapore and Southeast Asia: picking a host

Find an RTX 4090 cloud Singapore or nearby host for SEA inference: SG, TH, MY and VN codes, comparing two listings, and sizing disk for model weights.

4 min read

Rent RTX 4090 USA machines by the minute for AI and rendering

How to rent RTX 4090 USA listings on Cloudj: search the US code, choose 1x, 2x or 4x machines, track per-minute cost and decide when to stop or destroy.

5 min read

RTX 5090 cloud Asia: Japan, Korea, Singapore and beyond

Find an RTX 5090 cloud Asia machine: search JP, KR, TW, SG and HK codes, handle the RTX 5090 D variant sensibly and know when a US host is fine.

4 min read

RTX 5090 cloud Europe: finding one in an EU country

How to search for an RTX 5090 cloud Europe host with EU country codes, and when a 4090 or RTX 6000 Ada in Europe beats a 5090 farther away.

5 min read

RTX 5090 cloud USA: renting a 32 GB Blackwell GPU by the hour

What RTX 5090 cloud USA rentals give you: what 32 GB adds over 24 GB, how to search the US filter, and how to check CUDA and PyTorch support for Blackwell.

5 min read

RTX 6000 Ada cloud: renting 48 GB workstation GPUs in Europe

An RTX 6000 Ada cloud guide for Europe: when 48 GB on one card beats two smaller GPUs, the account level you need, EU searches and the L40S and A6000 options.

4 min read

RTX A6000 cloud rental: 48 GB Ampere GPUs in the US

RTX A6000 cloud rental in the US: what 48 GB of VRAM is good for, 2x setups for 4-bit 70B models, searching US and CA, and how it compares with RTX 6000 Ada.

4 min read

RTX PRO 6000 cloud: renting 96 GB Blackwell GPUs by region

A guide to RTX PRO 6000 cloud rentals: the Workstation, Max-Q and Server variants, what 96 GB on one card enables, region searches and Blackwell driver checks.

4 min read

V100 cloud GPU cheap? When a Tesla V100 is still worth renting

Looking for a V100 cloud GPU cheap enough for legacy CUDA or double-precision work? Learn the 16 GB limits, what still runs well and when a newer card wins.

4 min read

GPU use cases

Inference, fine-tuning, Stable Diffusion, rendering and transcription, by region.

AI training GPU USA checklist: planning multi-day rented runs

An AI training GPU USA checklist for multi-day runs: choose 1x to 8x machines, check the availability date, set a checkpoint cadence and track per-minute cost.

4 min read

Batch inference GPU cost: when the region does not matter

Cut batch inference GPU cost for embeddings, captions and transcripts: ignore distance, measure cost per item, sort by price and watch bandwidth.

4 min read

Blender GPU render cloud Europe: a headless Cycles workflow

A Blender GPU render cloud Europe workflow: pick a 4090, A40 or L40S in DE, NL or PL, upload a packed .blend, render headless with OptiX and collect frames.

4 min read

ComfyUI cloud GPU Europe: install it and access it safely

Run ComfyUI cloud GPU Europe setups step by step: search DE, NL and FR, install ComfyUI on Ubuntu + CUDA, store models on disk and reach it over SSH forwarding.

4 min read

Gaussian splatting GPU cloud: train 3DGS without a local card

Run a Gaussian splatting GPU cloud workflow: size VRAM for 3DGS, upload photos efficiently, pick a region by upload size, train headless and export the splat.

5 min read

GPU CI runner for ML projects: tests on rented GPU machines

Set up a GPU CI runner pattern for ML tests: a CI runner on a VPS calls a short-lived GPU instance over SSH, billing runs per minute and you destroy it after.

4 min read

Japanese LLM GPU server near Japan: a practical hosting guide

Set up a Japanese LLM GPU server near Japan: pick a Japanese-capable model family, size VRAM for Japanese tokens, search JP and KR hosts, front it in Tokyo.

4 min read

Jupyter notebook GPU for students: a low-cost cloud setup

A Jupyter notebook GPU setup for students on a small budget: pick a small RTX card, use per-minute billing well, and save your notebooks before you destroy.

4 min read

Run 70B LLM GPU setups in the cloud: VRAM math and EU options

Work out how much VRAM you need to run 70B LLM GPU setups, compare 2x 48 GB, one 80 to 96 GB card and 4x 24 GB, and search EU hosts that fit.

4 min read

LLM fine-tuning GPU Europe: keep data and checkpoints in the EU

A run sheet for LLM fine-tuning GPU Europe jobs: LoRA and QLoRA VRAM sizing, EU-only host search, checkpoints to your own EU storage, and cleanup.

4 min read

GPU server Singapore for AI inference: a setup guide

Set up a GPU server Singapore for AI inference: search SG, MY and TH, size VRAM, install vLLM yourself and front it with a Singapore VPS running Nginx and TLS.

4 min read

LoRA training GPU cloud: why a US host is often fine

LoRA training on a GPU cloud is a batch job, so location matters little. Learn to sort US hosts by price, size VRAM, upload data once and pull results back.

4 min read

Ollama GPU server in Asia: install, size and secure it

Set up an Ollama GPU server on a cloud GPU in Asia: install it in the CUDA container, pick a model by VRAM, keep it on localhost, and expose it safely.

4 min read

Run Qwen or DeepSeek open models on a cloud GPU in Asia

How to run Qwen LLM cloud GPU setups and DeepSeek open models in Asia: pick model size by VRAM, choose quantization, search Asian codes and check licences.

4 min read

Embedding model GPU server EU: a RAG architecture guide

Plan an embedding model GPU server EU setup for RAG: split embeddings, reranker and LLM, keep the vector database on a CPU VPS and filter GPUs by EU countries.

4 min read

Low latency AI inference GPU: does location really matter?

Low latency AI inference GPU choices explained: split delay into network round trips, time to first token and generation, then see when location dominates.

4 min read

Stable Diffusion GPU cloud Japan: setup and GPU choices

Run a Stable Diffusion GPU cloud Japan setup: pick a card by VRAM, search the JP code, install ComfyUI or WebUI over SSH and work through a secure tunnel.

4 min read

Stable Diffusion GPU rental for Vietnamese users: a guide

A practical Stable Diffusion GPU rental workflow for Vietnamese designers and shops: pick a 12-24 GB card near Vietnam, pay in VND and move images efficiently.

4 min read

Text to video GPU cloud guide: VRAM, disk and region choices

Plan a text to video GPU cloud setup in the right order: VRAM tier first, then disk size, then region and bandwidth price for large video downloads.

4 min read

TTS GPU server in Asia: latency budgets for voice apps

Plan a TTS GPU server for Asian voice apps: build a streaming latency budget, size a small GPU, search SG, HK and JP, and keep the audio pipeline near users.

4 min read

GPU video transcoding FFmpeg NVENC on a cloud GPU in Asia

A GPU video transcoding FFmpeg NVENC setup for Asian video teams: consumer RTX cards, ready commands, and why bandwidth price matters more than GPU price.

4 min read

Host a Vietnamese LLM chatbot on a GPU near Vietnam

Serve a Vietnamese LLM chatbot from a GPU near Vietnam: set a latency budget, pair a Singapore or Hong Kong GPU with a Singapore VPS and quantize to fit 24 GB.

5 min read

vLLM GPU server in the US: an inference API on a rented GPU

Deploy a vLLM GPU server for US users: pip or a public Docker image, an OpenAI-compatible API, tensor parallel on multi-GPU machines and a US VPS in front.

4 min read

Whisper GPU Vietnamese transcription on a rented cloud GPU

Set up Whisper GPU Vietnamese transcription at scale: pick a model size for your VRAM, install faster-whisper, run batches over SSH and keep uploads small.

4 min read

YOLO training GPU cloud guide: computer vision projects in Asia

A YOLO training GPU cloud guide for factory and retail vision in Asia: let dataset size pick the region, use a mid-range RTX card, train and export.

4 min read

GPU comparisons

Regions, GPU models and host types side by side.

A100 vs H100 cloud: which GPU fits your training run?

Compare A100 vs H100 cloud rentals: VRAM and bandwidth from the model pages, cost per finished run rather than per hour, the listed variants and account level.

4 min read

Consumer vs datacenter GPU for AI: RTX or A100/H100 in the cloud?

Consumer vs datacenter GPU for AI, explained for renters: VRAM, interconnect, FP64 and ECC, account level, and the cases where an RTX card is the smarter rent.

4 min read

Datacenter GPU hosting vs independent hosts: using the filter

Datacenter GPU hosting vs independent hosts: what the Datacenter badge and filter mean, the trade-off in choice and price, and why backups still matter.

4 min read

Buy a GPU or rent a cloud GPU? A guide for teams in Vietnam

Buy a GPU or rent one in the cloud? A usage-hours method for teams in Vietnam that weighs power, cooling, import and resale against per-minute rental.

4 min read

GPU server vs VPS for AI: which parts of your app need a GPU?

GPU server vs VPS for AI apps: split API, database and queue onto a VPS, run only the model on a GPU instance, and know when CPU inference on a VPS is enough.

5 min read

GPU location vs price: near your users or cheapest anywhere?

A framework for GPU location vs price: when a GPU near users pays off, when the lowest live price wins, with examples for chat, LoRA and transcoding.

4 min read

L40S vs A100 vs RTX 6000 Ada: picking a 40 to 48 GB cloud GPU

L40S vs A100 vs RTX 6000 Ada for inference, fine-tuning and rendering: what the model pages show, where each card fits, and how to search when one is missing.

4 min read

RTX 4090 vs A100 for inference: a practical cloud comparison

RTX 4090 vs A100 for serving models: VRAM, batch size, memory bandwidth, account level, multi-GPU options and how location affects what you can rent.

4 min read

RTX 4090 vs 5090 cloud rental: which GPU should you rent?

RTX 4090 vs 5090 cloud rental compared: 24 GB vs 32 GB, Ada vs Blackwell software support, cost per finished job with live prices and region availability.

4 min read

Singapore vs Japan GPU server, or Korea: which suits your users?

Singapore vs Japan GPU server, plus Korea: compare the three by audience, understand the availability caveat, test the network yourself and pair with a VPS.

4 min read

Single vs multi GPU cloud: choosing 1x, 2x, 4x or 8x machines

Single vs multi GPU cloud explained: how the GPU count selector works, when data or tensor parallelism helps, when one bigger GPU wins, and why 8x is rarer.

5 min read

US vs Europe GPU cloud: choosing a side of the Atlantic

Decide between US vs Europe GPU cloud by job type: compare live model choice, data location, distance to users and bandwidth price, with a decision table.

5 min read

GPU how-to

Choosing a country, connecting, moving data and controlling cost.

GPU instance backup before the machine availability date ends

Plan a GPU instance backup around the machine's available-until date: what gets removed, the host-offline case, where to copy data and an rsync script to run.

4 min read

GPU server disk size: how much to choose before you deploy

Pick the right GPU server disk size before deploy: add up image, weights, data, outputs and headroom, since disk cannot be resized and is billed while stopped.

4 min read

Custom Docker image GPU cloud guide: rules, CUDA and image size

Run a custom Docker image on a GPU cloud instance: public images only, account level, matching the CUDA base to the host driver, image size and blocked images.

4 min read

GPU cloud cost calculator: estimate GPU, disk, bandwidth, deposit

Build your own GPU cloud cost calculator: running and stopped prices, bandwidth per GB, the deposit and its return, plus a worksheet to fill from the console.

5 min read

Choose GPU server country in the Cloudj console: step by step

Learn how to choose a GPU server country in the Cloudj console: model tile, GPU count, the Country field with ISO codes, Datacenter only, results, empty lists.

5 min read

GPU host reliability in the console: how to read and use it

Read GPU host reliability in the Cloudj console: the reliability percentage, max duration, Datacenter badge, network speed, the filter, and why to back up.

4 min read

How to test latency to a GPU server before a long job

Test latency to a GPU server before you commit: deploy briefly, measure with ping, mtr and curl from your users' side, time the first token and destroy if bad.

4 min read

Transfer data to GPU server in another region: a practical guide

How to transfer data to GPU server instances far away: rsync over the SSH port, downloads on the host, compression, resuming and bandwidth charges per GB.

4 min read

PyTorch Jupyter GPU cloud: using the JupyterLab template

Run PyTorch Jupyter GPU cloud work with the PyTorch + JupyterLab template: open JupyterLab, verify CUDA, move large files over SSH and keep notebooks safe.

4 min read

SSH GPU server access: connect to a cloud GPU and check it

SSH GPU server guide: keys, the host and port from the Connection tab, the short key delay, nvidia-smi checks, tmux for long jobs and port forwarding.

4 min read

Stop vs destroy GPU instance: saving money without losing work

Stop vs destroy GPU instance on Cloudj: what each does to billing, disk and the GPU, how the deposit returns, and a checklist to run before either one.

4 min read

VPS in front of GPU server: a stable API over any GPU host

Put a VPS in front of GPU server backends: keep domain, TLS, auth and queue on a fixed VPS, reach the GPU over an SSH tunnel, and swap GPUs without DNS changes.

4 min read

Deploy a server or order proxies

Pick a location in the console, see the live price, and pay from your balance.

Open the consoleSee pricing