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To be what they are today, these systems need significantly large amount of data so they can run models such as pattern recognition, prediction systems, key value search etc.

Storing this huge data require resilient databases that are highly available, durable, can handle huge data writes/reads (throughput)…


Cloud Spanner under the right circumstances could be a great choice but when chosen without proper investigation, a lot of things can go wrong making it a terrible choice.

Like other migrations, one cannot lift and shift databases on to Spanner.

An organization that uses traditional RDBMS will have certain…


Google Cloud Spanner, often termed as NewSQL database for it’s ability to offer features of both relational and non relational database has come into general availability starting June 2017.

Data in Cloud Spanner is redistributed across multiple machines and zones thus by achieving high availability. …


Whether you are developing BI dashboards or analyzing data to make critical business decisions, you need to access data from various data marts, data warehouses or transactional databases in order to perform aggregation or derive statistics as necessary for the report.

If you are working with BigQuery as data warehouse…


Cloud SQL fall under the category of Database as a service (DBAAS). In other words, Cloud SQL is a virtual machine hosted on Google Compute Engine, which runs a MySQL image through which you get to access MySQL server without having to SSH.

Whether you are using MySQL on-prem or…


If you are already familiar with FaaS (Function-as-a-Service) then Cloud Functions need no introduction.

Google Cloud Functions is a server less execution environment for building and connecting cloud services. With Cloud Functions, you write simple, single-purpose functions that are attached to events emitted from your cloud infrastructure and services. Your…


Source: Trifacta webpage

Cloud Dataprep is a managed service from Google Cloud and is a partner service developed by Trifacta. Cloud Dataprep help analysts reduce time required to prepare data for analysis. Within the console, you have tools that help explore, cleanse, and transform data without configuring or provisioning servers.

Dataprep comes in…


Cloud Data Fusion is a fully managed, code free web based data integration service that helps build data pipelines quickly and efficiently. An instance in Data Fusion is composed of several Google cloud services such as Cloud Storage, Persistent disk, Cloud Key Management Service etc. …


Whether you want to migrate your on-prem data to cloud or between cloud providers, teams within an Organization should come together, choose a service that best fits, estimate costs, plan and execute.

Storage Transfer Service or simply Transfer Service is one of GCP’s offering that help you move data either…

SP Kumar Rachumallu

Lead Programmer at Novartis Healthcare Pvt Ltd.

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