Showing posts with label Google. Show all posts
Showing posts with label Google. Show all posts

Monday, May 26, 2025

GMeet speech translation

Google CEO Sundar Pichai showcased a significant advancement in communication technology during I/O 20205.with real-time speech translation within Google Meet. 

This new feature, powered by Google's advanced Gemini AI, aims to break down language barriers in virtual meetings.

The system is designed to translate spoken language into another language in real-time, even preserving the speaker's tone and emotion to allow for more natural-sounding conversations.



The introduction of live translation in Google Meet underscores Google's broader strategy of integrating its cutting-edge AI, Gemini, across its suite of products to enhance user experience and productivity.

Tuesday, May 20, 2025

Google I/O 2025


Today, Google I/O 2025 is live and showcasing a strong emphasis on AI

Gemini takes as a Universal AI Assistant:

  • Gemini 2.5 and Deep Think 
  • Gemini as a "World Model"
  • Project Astra Vision Integrations
  • Gemini in Chrome
  • Gemini Deep Research and Canvas Upgrades
  • Personalized Smart Replies in Gmail
  • Agentic Capabilities
  • Generative AI for Media and Creativity
  • AI in Google Search and Beyond

As an engineer, more focus to developer tools as

  • Gemini Code Assist: Google's AI-coding assistant, powered by Gemini 2.5
  • Firebase Studio: cloud-based AI workspace simplifies building full-stack AI apps
  • Jules: Google's asynchronous coding agent with GitHub.
  • Stitch: AI-powered tool generates high-quality UI designs and frontend code.

Thursday, April 17, 2025

Ironwood


Google's Ironwood TPU (Tensor Processing Unit) is seventh-generation TPU, a custom-designed AI accelerator chip. It was announced on April 9, 2025, at Google Cloud Next 25.  

Ironwood is specifically designed for inference, which is the process of running already trained AI models to make predictions or generate responses. 

Key features include significantly increased compute power, high-bandwidth memory (HBM) capacity and bandwidth, and enhanced inter-chip interconnect (ICI) for efficient scaling.

Ironwood is a key component of Google Cloud's AI Hypercomputer architecture.

Sunday, November 10, 2024

Cloud IAM


Identity and Access Management (IAM) defines who can do what on which resources

Although IAM for Google and AWS perform the same function, they do it in very different ways.

Google uses Service accounts to control service-to-service authentication; AWS uses IAM Roles and Profiles to accomplish this control.

Details are listed in the below table

ConceptGoogle CloudAmazon Cloud
Programmic IdentityIAM service accountIAM role and instance profile
User IdentityFederated and managed outside IAMIdentify profiles within AWS and EC2
PolicyList of binding for set of users by roleDocuments based permission apply to cloud users
Permission CollectionUser vs Role pairingManaged policies
Predefined set of permissionPredefined rolesManaged policies

Cloud zone


Google and AWS both use regions as a way to provide cloud services to customers.

In cloud computing, a cloud region is a geographic area that contains multiple cloud zones, while a cloud zone is a logical data center within a region

Google uses zones to provide data center services and every region will have at least 3 zones.

Google Cloud and AWS both have points of presence (PoPs) located in many more locations around the world.

ConceptGoogle CloudAmazon Cloud
Data center clusterRegionRegion
Abstracted data centerZoneAvailability Zone
Edge cachingPoints of PresencePoints of Presence
Min zonesThreeTwo

Google Cloud uses points of presence to provide Cloud CDN and to deliver built-in edge caching for services such as App Engine and Cloud Storage.

AWS uses points of presence to provide the content delivery network service, Amazon CloudFront, and for edge caching services like Lambda at the edge.