Google Cloud Platform Solutions and Technologies

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559 Topics

How are you detecting data quality issues?

Hi,We are building an open source Data Observability tool dqo.ai and we wondering what kind of data quality issues we should focus on. So far we are able to monitor timeliness (if the data is fresh), validity (values in columns not meeting requirements), consistency (anomalies how the number of rows is growing over time), uniqueness.I will appreciate the feedback about the typical data quality issues that are worth continuous monitoring.The code is open source on github: https://github.com/dqoai/dqo Best Regards, Piotr

12 hours ago

ahmedtariq1Community Moderator

posted in DevOps and SRE

Monitor Cloud Resources using Cloud Monitoring metrics by Prometheus

Cloud Monitoring metrics as Managed Service for Prometheus Prometheus is an open-source systems monitoring and alerting toolkit. Prometheus collects and stores its metrics as time series data, such as metrics information is stored with the timestamp at which it was record, alongside optional key-value pairs. Prometheus provides a functional query language called PromQL (Prometheus Query Language) which lets the user select and aggregate time series data in real time.According to a recent CNCF survey, 86% of the cloud-native community reports that, they use Prometheus for observability. As Prometheus becomes more of a standard, an increasing number of developers are becoming fluent in PromQL. PromQL is a powerful, flexible, and expressive query language but its only able to query Prometheus time series data. Other sources of telemetry, such as metrics generated from logs, remain isolated in separate products and might require developers to learn new query tools to access them.Prometheus

2 days ago

jhonsonNew to the Community

posted in Getting Started on Google Cloud

seijimanoanCommunity Moderator

posted in Infrastructure

New Cloud Armor features

🎉New Cloud Armor features including rate limiting, adaptive protection, and bot defense General Availability of new capabilities in Cloud Armor that can greatly improve the security, reliability, and availability of deployments, including:Per-client rate limiting with two new rule actions: “throttle” and “rate_based_ban”; Bot management with reCAPTCHA Enterprise; and Machine learning-based Adaptive Protection to help counter advanced Layer 7 attacksAlso, we are announcing the availability of new Cloud Armor features in Preview, including:Updated preconfigured WAF rules based on CRS 3.3, and Network-based threat intelligence to help block known bad traffic These new capabilities help provide enterprise-ready DDoS protection and web application firewall (WAF) solutions at planet-scale for our customers’ workloads, be they located on-premises, in colocation, or in any public cloud. 👉 Read further https://cloud.google.com/blog/products/identity-security/announcing-new-cloud-armor-rate-li

5 days ago

graceyeungGoogle Employee

posted in Data Analytics

‌👉 Don't miss the Google Cloud Data Engineer Spotlight on July 20!

Join the Data Engineer Spotlight to connect with your fellow data engineers and Google Cloud experts like Priyanka Vergadia, learn best practices of Google Cloud’s data analytics tools, play a hands-on Cloud Hero game (with prizes at stake!), and more. Want to show how proud you are to be in the data cloud community? Reserve your seat now! Topics include:How Google Cloud is helping the data engineer community solve for increasing data complexity Manage complex SQL workflows in BigQuery using Dataform CLI Build unified batch and streaming pipelines on popular ML frameworks Data Warehouse migrations to BigQuery made easy with BigQuery Migration Service Manage and govern distributed data with Dataplex

5 days ago

VickCommunity Moderator

posted in Infrastructure

Why Should You Consider Using Docker as a Developer?

Docker is an open source containerization platform. It is a platform that makes it easier, simpler, and safer in building, deploying, and managing containerized applications. Docker provides the ability to package and run an application in a loosely isolated environment called a container. The isolation and security allows you to run many containers simultaneously on a given host. Containers are lightweight and contain everything needed to run the application, so you do not need to rely on what is currently installed on the host. You can easily share containers while you work, and be sure that everyone you share with gets the same container that works in the same way. Read more here

6 days ago

ljzazmicCommunity Member

asked in Infrastructure

Internal HTTP Load Balancer across regions?

Hi There!We've come across a challenge using an internal HTTP load balancer (L7) and could use some advice.We're working on a project in Canada that requires GPUs (which GCP does not offer in Canada). Our Cloud Run project needs to stay in Canada due to speed/latency and data laws, however, this is forcing us to use VMs (GCE) in the US to gain access to GPUs.We want to internal load balance (HTTP) on our VPC (Cloud Run as the client in the Canada region and GCE+GPUs as the backend in a US region), but this doesn't seem possible. It appears the only way to load balance across regions is to use a TCP load balancer, which doesn't work as well (doesn't allow us to scale on metrics like number of requests or requests/second).We've considered setting up an Nginx proxy and other types of proxies that would allow us to cross regions, but it would be so much easier to use a GCP-native solution that autoscales.Any suggestions?Thanks!

7 days ago

shaijutCommunity Moderator

posted in Application Development

Learn to earn GCP Data Challenge - Win Cool prizes

Learn new skills, earn badges, and win prizes with the newest #LearnToEarnCloud challenge.Check the video: https://lnkd.in/d3imG9itRegister below:https://go.qwiklabs.com/learn-to-earn?utm_source=youtube&utm_medium=video&utm_campaign=l2e3 Great opportunity to learn and win cool prizes. 😊

7 days ago

JoelGoodmanFoundational Platinum Partner

posted in Infrastructure

Setting up your GCP foundations through Terraform — Chapter 3 — Deploying the bootstrap and CI/CD Projects

Setting up your GCP foundations through Terraform — Chapter 3 — Deploying the bootstrap and CI/CD Projects is on Medium now.I hope tis is helpful, I’m really enjoying writing and posting weekly.

7 days ago

sibaCommunity Member

posted in Application Development

Cloud Firestore Database Best Practices

I am looking for any resources that can help me with regards to designing Cloud Firestore database for scalability. If anyone knows of any resource, that I can use I would really appreciate it.

7 days ago

seijimanoanCommunity Moderator

posted in Infrastructure

PostgreSQL interface for Spanner

It’s now GA! General availability of the PostgreSQL interface for Cloud Spanner. The PostgreSQL interface is available for no additional cost in all regional and multi-regional Spanner configurations. The PostgreSQL interface is a new way to access Spanner. It combines the familiarity and portability of PostgreSQL with the unmatched scalability and fully managed experience of Spanner. Devops teams that have scaled their databases with brittle sharding or complex replication can now simplify their architecture with Spanner, using the tools and skills they already have. Because it’s PostgreSQL, you can be sure that the schemas and queries you write in Spanner are easily portable. And because it‘s Spanner, you can trust that it will grow with your business and development team. Try it out today using a new granular Spanner instance, starting at $65 USD/month, or as low as $40 USD/month with a three-year commitment. PostgreSQL DDL and DML from psql 👉 Read further on https://cloud.google.c

8 days ago

GolferJimNew to the Community

posted in Application Development

Auto Advance to Next cell

We are entering 18 scores from a golf score card into an online score card in Google Sheets.After the 1st score is entered into a cell we would like to automatically TAB to the next cell on the right without pressing TAB or anything. Once there we would enter the 2nd score and so on to the end.

9 days ago

Eugene BarnieNew to the Community

posted in AI and Machine Learning

The 8 Biggest Artificial Intelligence (AI) Trends In 2022

In this video, we look at the eight biggest trends in the field of AI and machine learning. We cover the innovations around natural language processing, creative AI, data centric AI, as well as the democratization of AI via simple self-service user interfaces.The question is (What are new innovations in cloud that has revolutionized the implementation of AI?)Press om this link to watch now and discuss on this page - [SITE REMOVED DUE TO MALWARE]

10 days ago

JoelGoodmanFoundational Platinum Partner

posted in Infrastructure

Setting Up Your GCP Foundations Through Terraform — Chapter 2 — Access to GCP, Setting up Billing & Preparing Github

A bit later than promised, but here it is: Setting Up Your GCP Foundations Through Terraform — Chapter 2 — Access to GCP, Setting Up Billing & Preparing Github Coming next week: Deploying your bootstrap project and laying the CI/CD foundations.

13 days ago

tijaniNew to the Community

asked in Getting Started on Google Cloud

Google Cloud Credit Service

Respected members, Please I want to find out whether I can use Google Cloud Credit for Google Ads Services.Regards!!!

13 days ago

Adeola OgunkolaNew to the Community

asked in Application Development

Google Releases Security Updates for Chrome

Google has released Chrome version 103.0.5060.53 for Windows, Mac, and Linux. This version addresses vulnerabilities that an attacker could exploit to take control of an affected system. CISA encourages users and administrators to review the Chrome Release Note and apply the necessary update. Google Releases Security Updates for Chrome | CISA

13 days ago

JoelGoodmanFoundational Platinum Partner

posted in Infrastructure

Setting Up Your GCP Foundations Through Terraform — Chapter 1 — Introduction & First Steps

Over the last month, I have been spending a lot of time #learning and getting hands-on with #terraform. So I decided to start writing a weekly blog post on how to build a secure #gcp foundation for your application through Terraform. Chapter 1 is live now on #medium - https://medium.com/@goodmanjoel2017/setting-up-your-gcp-foundations-through-terraform-chapter-1-introduction-first-steps-33bd11e949e5

13 days ago

ChrisMitchellGoogle Employee

published in Identity and Security

You’re invited to the Google Cloud Security Summit!

Hey Google Cloud Security Community! Join us for the Google Cloud Security Summit on May 17 to learn from experts, explore the latest tools, and share our vision for the future of security. Discover new ways to define and drive your security strategy and solve for your biggest challenges. During the event, you’ll:Gain insights on how you can move to zero trust architectures, bolster software supply chain security, and defend against ransomware and other emerging threats. Be among the first to explore new products and enhanced capabilities in cloud governance, digital sovereignty and security operations. Uncover innovative approaches from your peers that can help solve your toughest security challenges. Register today for this digital event and view the full agenda now. We look forward to seeing you there!

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14 days ago

VickCommunity Moderator

posted in Infrastructure

Google Firebase

I just completed a Qwiklabs demo on Firebase.As a developer, Firebase allows you to create Android, IOS and Web applications easily and quickly, just like WordPress. In this demo, I configured and deployed a chat client application using Firebase. I implemented the following tasks;- Sync data using the Cloud Firestore and Cloud Storage for Firebase.- Authenticate users using Firebase Auth.- Deploy the web app on Firebase Hosting.- Send notifications with Firebase Cloud Messaging.You can try it out on qwiklabs: https://www.qwiklabs.com/focuses/660?parent=catalog#developer #firebase #qwiklabs

14 days ago

Naveenkrishna_357New to the Community

posted in Getting Started on Google Cloud

what is Google cloud meant for Doit communication

Hello everyone,this is Naveen krishna from India iam glad to be here paricipating in these Doit communication on Google cloud services , hope so i can learn a lot of new things these coming days, Thanks to everyone.

14 days ago

Katsiaryna VyshydkevichCommunity Moderator

posted in Getting Started on Google Cloud

10 whiteboard sketch videos that bring Google Cloud to life

If you’re looking for a visual way to learn Google Cloud products, the Google Cloud Tech YouTube channel has a series of whiteboard sketches that explain cloud tools in about 5 minutes each.10 whiteboard sketch videos that bring Google Cloud to life

15 days ago

Dr_PatelCommunity Member

posted in Application Development

Basic of JavaScript Object Notation(JSON) and Flutter

JavaScript Object Notation or JSON is an open-standard file format that uses human-readable text to transmit data objects consisting of attributes- value pairs and array data types. In simple language, JSON is simply a format in which you can transfer the data from client to server and server to client. When you are making network-connected apps using flutter, then chances are that it needs to consume some good old JSON, sooner or later. so let's discuss the basics of JSON in terms of flutter. Flutter has incredible support for this format as it allows you to convert objects from and to JSON very quickly. Here in the code attached, What’s inside curly brackets is called a JSON object and it’s always made up of a string, which is the key of the field, and a value which can be a string, a number, a Boolean, a list, null or another object. In Flutter, you can decide between manually parsing strings using facilities from import "dart:convert", or using automatic code generation, which doe

15 days ago

ahmedtariq1Community Moderator

posted in DevOps and SRE

Cloud-native approach for implementing DevOps

Cloud Native Apps and DevOps Services Cloud-native is an approach for building and running applications that exploits the advantages of the cloud computing delivery model. When companies build and operate applications using a cloud-native architecture, they bring new ideas to market faster and respond sooner to customer demands. A cloud-native application is a program, which is designed for a cloud computing architecture. These applications are run and hosted in the cloud and are designed to capitalize on the inherent characteristics of a cloud computing software delivery model. A native app is a software that is developed for use on a specific platform or device.Cloud-native applications use a microservice architecture. This architecture efficiently allocates resources to each service that the application uses, making the application flexible and adaptable to a cloud architecture. These microservices that are part of the cloud-native app architecture are packaged in containers that co

15 days ago

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