Amazon S3
AWS Lambda
Amazon CloudFront
Google Cloud Storage
Amazon EC2
DynamoDB
Google App Engine
Amazon AWS
Google Cloud SQL
PostgreSQL
MySQL
Oracle DBaaS
SAP HANA
Amazon Aurora
SQLite
MariaDB
Amazon S3 (Amazon Simple Storage Service) is the storage platform by Amazon Web Services (AWS) that provides an object storage with high availability, low latency and high durability. S3 can store any type of object and can serve as storage for internet applications, backups, disaster recovery, data archives, big data sets and multimedia.
Amazon S3
Google Cloud SQLBased on our record, Amazon S3 seems to be a lot more popular than Google Cloud SQL. While we know about 214 links to Amazon S3, we've tracked only 21 mentions of Google Cloud SQL. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
TLS at the API boundary encrypts the payload in transit, but your application is responsible for what happens to the document after the response arrives. If you're writing the rendered PDF to disk, a message queue, or cloud storage, that persistence layer needs its own encryption at rest. An unencrypted file sitting in an Amazon S3 bucket with overly permissive ACLs falls outside what the API provider's TLS covers. - Source: dev.to / about 2 months ago
SAM CLI generates the SAMCodeUriServices mapping so that each collection value resolves to its own build artifact. At package time, those paths become Amazon S3 URIs. I don't need to manage any of this. - Source: dev.to / 2 months ago
Fine-tuning adapts an FM to a specific use case with proprietary training data. Titan, Cohere, and Meta models support fine-tuning via Amazon Bedrock. Text models need labelled prompt-completion pairs; image models need Amazon Simple Storage Service (Amazon S3) paths linked to descriptions. Secure training data with Amazon Virtual Private Cloud (Amazon VPC) + AWS PrivateLink. - Source: dev.to / 3 months ago
You need to understand vector stores for semantic and hybrid search using Amazon OpenSearch Service and Amazon Simple Storage Service (Amazon S3). Prompt caching helps reduce costs by reusing previously processed prompts. Amazon Bedrock Prompt Management simplifies the creation, evaluation, versioning, and sharing of prompts to help you get the best responses from foundation models. Flow orchestration with Amazon... - Source: dev.to / 3 months ago
All fine-tuning used Amazon SageMaker Training Jobs โ no instance provisioning, no SSH, no manual teardown. You provide a training script and an S3 dataset path, specify the instance type, and SageMaker handles the rest. - Source: dev.to / 4 months ago
By default, your Cloud Run instances connect to the internet directly. But if your service needs to reach private resources (a Cloud SQL database, a Memorystore Redis instance, an internal API), it needs VPC access. - Source: dev.to / 4 months ago
Persistence & Auth : Cloud SQL for storing chat history and feedback, and OAuth (Google, GitHub, etc.) for secure identity management. - Source: dev.to / 5 months ago
Firebase Data Connect is simplifying the interaction between your applications and your databases. It presents a GraphQL interface directly on top of Cloud SQL, promising rapid development, enhanced security, and a streamlined data management experience. - Source: dev.to / about 1 year ago
Seamless integration with Google Cloud: GKE integrates smoothly with other Google Cloud services like Cloud Storage, Cloud SQL, and, importantly, Vertex AI, where Gemini and other LLMs are hosted. - Source: dev.to / over 1 year ago
Your app must be stateless. Don't use embedded databases. When your users hit your app again, they may be reaching another instance in a completely different state. Persist data in cloud-based storage like GCS, Cloud SQL, or Cloud Firestore. - Source: dev.to / over 1 year ago
AWS Lambda - Automatic, event-driven compute service
PostgreSQL - PostgreSQL is a powerful, open source object-relational database system.
Amazon CloudFront - Amazon CloudFront is a content delivery web service.
MySQL - The world's most popular open source database
Google Cloud Storage - Google Cloud Storage offers developers and IT organizations durable and highly available object storage.
Oracle DBaaS - See how Oracle Database 12c enables businesses to plug into the cloud and power the real-time enterprise.