惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

The GitHub Blog
The GitHub Blog
有赞技术团队
有赞技术团队
Apple Machine Learning Research
Apple Machine Learning Research
V
V2EX
Engineering at Meta
Engineering at Meta
美团技术团队
H
Hackread – Cybersecurity News, Data Breaches, AI and More
博客园 - 司徒正美
I
InfoQ
S
SegmentFault 最新的问题
博客园 - 叶小钗
N
Netflix TechBlog - Medium
Y
Y Combinator Blog
IT之家
IT之家
博客园 - Franky
大猫的无限游戏
大猫的无限游戏
人人都是产品经理
人人都是产品经理
T
The Blog of Author Tim Ferriss
月光博客
月光博客
The Cloudflare Blog
U
Unit 42
GbyAI
GbyAI
L
LangChain Blog
Microsoft Azure Blog
Microsoft Azure Blog

Deno

Deno 2.8 | Deno Claw Patrol: an open-source security firewall for agents | Deno Fresh 2.3: Zero JS by default, View Transitions, and Temporal support | Deno Deno 2.7: Temporal API, Windows ARM, and npm overrides | Deno Build a dinosaur runner game with Deno, pt. 6 | Deno Build a dinosaur runner game with Deno, pt. 5 | Deno Deno Deploy is Generally Available | Deno Introducing Deno Sandbox | Deno Build a dinosaur runner game with Deno, pt. 4 | Deno Build a dinosaur runner game with Deno, pt. 3 | Deno Build a dinosaur runner game with Deno, pt. 2 | Deno React / Next.js Denial-of-Service Vulnerability: Deno Deploy users protected | Deno Deno 2.6: dx is the new npx | Deno Build a dinosaur runner game with Deno, pt. 1 | Deno React Server Functions / Next.js Vulnerability: Deno Deploy users protected | Deno My highlights from the new Deno Deploy | Deno Deno's Other Open Source Projects | Deno How Deno protects against npm exploits | Deno Help Us Raise $200k to Free JavaScript from Oracle | Deno Deno 2.5: Permissions in the config file | Deno Fresh 2.0 Graduates to Beta, Adds Vite Support | Deno Deno 2.4: deno bundle is back | Deno JavaScript™ Trademark Update | Deno What's coming to JavaScript | Deno A brief history of JavaScript | Deno Reports of Deno's Demise Have Been Greatly Exaggerated | Deno An Update on Fresh | Deno How Plaid migrated 100 services to a new database platform 5x faster with Deno | Deno Deno 2.3: Improved deno compile, local npm packages, and more | Deno Add JSR packages with pnpm and Yarn | Deno
Using Deno Subhosting vs. AWS Lambda to Run Untrusted Use...
Andy Jiang · 2024-02-01 · via Deno

Deno Subhosting is the easiest way to run your users’ untrusted code on the web. Since it’s built on Deno Deploy v8 multi-tenant isolate cloud, it’s optimized to deploy and run JavaScript with minimal overhead and maximum security.

While many users like the simplicity of programmatically deploying JavaScript via the Deno Subhosting REST API, others have asked why they couldn’t build the same thing with AWS Lambda. The short answer is: you absolutely can! Since AWS Lambda is a smaller “building block”, it can be a great choice if you have specific needs that cannot be handled with Deno Subhosting and have the time to implement many key features, like code and deployment management, security and maximum tenant isolation, and automatic scaling up and down of deployments.

In this blog post, we’ll go over key differences — such as features, performance, and billing model — for building a deployment platform using Deno Subhosting or AWS Lambda.

Comparing Deno Subhosting to AWS Lambda

When building a platform where users can deploy and run their code on the web, there are two critical aspects to get right:

  • security: if one user’s code can access the code of another, then no one will trust the platform enough to continue to use it
  • performance: deploying and running code should be in the seconds and not minutes, otherwise you are at risk of users churning over a poor experience

While these two are critical, we’ve laid out other dimensions in which we believe are pertinent to someone evaluating solutions with which to integrate a deployment platform:

Deno Subhosting AWS Lambda
Languages supported JavaScript/TypeScript JavaScript, Java, Go, PowerShell, Node.js, C#, Python, Ruby
Performance: Cold start Milliseconds Seconds
Performance: Deployment times Seconds Minutes
Deployment and code management Yes No — you must build your own
Security and tenant isolation Yes No — you must build your own
Global Yes Regional

While AWS Lambda supports many more languages compared to Deno Subhosting, our choice to only support JavaScript and TypeScript allows us to optimize the entire experience for maximum deployment and cold start performance. However, if your developers have a strong preference to use a language that isn’t JavaScript or TypeScript, it makes sense to build our solution using AWS Lambda.

Since AWS Lambda is a serverless function, it’s far more flexible than Deno Subhosting, but that comes as the cost of needing to re-implement critical pieces of infrastructure such as:

Orchestrating and managing deployments

Programmatically putting code into a lambda and deploying it is only a small part of building a deployment platform. Building this with AWS Lambda would require figuring out optimal ways to transport code via HTTP, zipping and unzipping code to load into a lambda, how to store and retrieve code, and more. With Deno Subhosting, these steps are not only solved and implemented, but also optimized for speed to ensure a seamless user experience.

Additionally, when building with AWS Lambda, you would need to create processes to detect when end user code fails or hangs and terminate them, as a way to prevent resources from racking up a bill. With Deno Subhosting, these edge scenarios have been solved for, so you only need to focus on delivering a good user experience.

Security and tenant isolation

Any platform that can run untrusted code in the cloud must hold security as an utmost concern. How do we prevent someone from running malicious code that attempts to access other users’ code, or even your internal systems?

Building this from scratch with AWS Lambda requires implementing processes that isolate lambdas from accessing one another, as well as any other systems in the underlying AWS account. With Deno Subhosting, on the other hand, was designed from the ground up to be as secure as possible, with maximum tenant isolation and processes to detect misuse of resources.

These components, key to building a deployment platform that runs third party untrusted user code, would need to be implemented from scratch if building with AWS Lambda. However, if you’re seeking a solution that requires minimal development and ongoing maintenance, Deno Subhosting is simpler since it’s designed to securely run untrusted code and supports the baseline features.

Billing model and pricing

Another key consideration when evaluating any technology is pricing. While it’s difficult to compare overall pricing between Subhosting and AWS Lambda since the lambda price would exclude costs associated with other cloud services (e.g. data storage) that are otherwise included in Subhosting, the key difference is the billing model.

Deno Subhosting (and Deno Deploy) uses a compute based billing model, whereas AWS Lambda uses a real-time (or “wall clock”) billing model. This means in Deno Subhosting, you’re billed when your server is computing and not when it’s waiting for a response from an external system. Compare this to AWS Lambda, where your are billed when the lambda receives a request until it handles that request, even if it spends most of that time waiting for an HTTP response from a third party.

Billing model diagram between compute and real time

In this above flow, “real time” (also called “wall clock time”) billing begins when the application receives the POST request until the application responds to the client. In contrast, “CPU time” only elapses when the function is actually processing, denoted by the blue line. In this sense, CPU time charges based on the work performed and is “more serverless” as in you don’t pay for idle time.

Which solution is right for you?

If you want a more out-of-the-box solution that handles JavaScript and TypeScript with a simpler setup, we encourage you to check out Deno Subhosting. It’s optimized to run untrusted code, so it’s designed with tenant isolation, scaling up and down of deployments, routing traffic, and generating subdomains, so you don’t have to implement these baseline features yourself. Plus, by only supporting JavaScript, it’s optimized for performance with fast deployments and faster cold start times.

However, if you have the time to implement baseline features and want to build a more customized deployment platform that suits your product’s specific needs, or want to support languages like Go, Python, and Java, then AWS Lambda is a great choice.

Got more questions about how Deno Subhosting can unlock growth for your product?

Get in touch with a Deno Subhosting product specialist today.