Follow the links provided in the sheet to study topic-wise.
https://docs.google.com/spreadsheets/d/1LUtqhOEjUMySCfn3zj8Arhzcmazr3vrPzy7VzJwIshE/edit?source=post_page-----bb6a0812a1b1--------------------------------&pli=1&gid=0#gid=0
Cloud SQL
This is an online database that works as MySQL or SQL or PostgreSQL databases.
DataFlow
Batch processing and streamline data flow
Exactly once processing
Clous Spanner
Cloud SQL database for relational data to handle large amount of data smoothly
Not efficient for analysis
Process more than 3 billion requests per second at peak
Gaming, retail, global financial ledger, supply chain / inventory management
Cross Region Database
AlloyDB
Cloud PostgreSQL
BigTable
Cloud No-SQL database to handle large amount of data
Not efficient for analysis
In Bigtable, you want to separate the workload so that some nodes respond to read requests and others to write requests. How would you do this to minimize your operational load?
You should create multiple clusters in the Bigtable instance and use Bigtable replication to synchronize the clusters.
Process more than 7 billion records per second at peak
Datastore
No-SQL database.
Best for User sessions data and data coming from IoT devices.
BigQuery
We can run SQL queries in it
Primary purpose is data analysis
Used to store large data like petabytes of size
Serverless and cost effective
FileStorage
Also called as NAS- Network attached storage
Use this when you to want to share this disk with multiple machines. Whereas Persistent Disk or Local SSD is only available for a single machine.
Dataprep
Visually explore, clean and prepare data for analysis and Machine Learning
Dataproc
Hadoop and spark
CloudRun
Compute intensive workloads
Not always ON
Scale up cost effectively
Define CPU and RAM
Cloud Functions
enables organizations to deliver decentralized applications at scale.
network management in kubernetes deployed on various clouds.
Service Mesh
Enables services to detect each other and communicate.