What AWS services does Instagram use?

Picture-based social media service Instagram has been run entirely on AWS since its inception in 2010. It ran on cloud computing service Amazon EC2, which enabled it to build and run its own software without needing its own servers.

How does Instagram store images?

Storage. Instagram mainly uses two backend database systems: PostgreSQL and Cassandra. Both PostgreSQL and Cassandra have mature replication frameworks that work well as a globally consistent data store. Global data neatly maps to data stored in these servers.

Does Instagram use S3?

Yes Instagram would house all files in a huge single bucket, this is most likely the most sane method of doing this and then when you get big you would replicate parts of the buckets and split them across regions and sub regions dependant upon demand or ping them to cloudfront like Vimeo does.

Which AWS services can be used to store files?

These AWS services can be used to store files:

• Amazon S3.
• Amazon Elastic Block Store.
• Amazon Elastic File System.
• Amazon FSx for Lustre.
• Amazon FSx for Windows File Server.
• Amazon S3 Glacier.
• AWS Storage Gateway.

Does Instagram have a data center?

Instagram also uses TAO, a distributed data store for the social graph, as data storage. We run TAO as a single master per shard, and no slave updates the shard for any write request.

How does Instagram process data?

We collect information about how you use our Products, such as the types of content you view or engage with; the features you use; the actions you take; the people or accounts you interact with; and the time, frequency and duration of your activities.

What are storage services?

Storage as a service (STaaS) is a data storage business model where a provider rents storage resources to a customer through a subscription. STaaS saves you money through operating expenditure (OpEx) agility—you only pay for the storage you need, when you need it.

How does Instagram manage data?

Instagram makes use of Artificial Intelligence’s text analytics algorithm “DeepText” for dealing with spam messages. Once detected, these messages are automatically removed. The algorithm is able to comprehend a message’s context almost as well as humans.

How to process images asynchronously using AWS S3 and Lambda?

This is the most widely used method of processing images asynchronously using AWS S3 and Lambda. The image processing flow works as follows: Upload image to S3. S3 Event will trigger a Lambda Function. Lambda Function processes the image and saves it back to S3 (possibly to a different bucket).

How does the AWS cloud storage gateway work?

The gateway connects to AWS storage services, such as Amazon S3, S3 Glacier, and Amazon EBS, providing storage for files, volumes, and virtual tapes in AWS.

What is the AWS image processing architecture?

The architecture combines AWS services with Sharp open-source image processing software and is optimized for dynamic image manipulation. The solution provides dynamic image handling to help you maintain high-quality images on your websites and mobile applications to drive user engagement.

How to implement image processing RESTful API using AWS API gateway?

If you plan to implement an image processing RESTful API, you can use AWS API Gateway, Lambda and S3 to implement the workflow in request-response mode as follows. Send an API request with Binary/Base64 encoded image, to the API Gateway. API Gateway forwards the data to a Lambda Function. Lambda Function processes the image and saves it to S3.