Environment

When Huge Knowledge Meets Sustainability


Since scalability and stability are paramount for BreezoMeter’s mission, to enhance the lives of billions, partnering with Google Cloud was a no brainer. On this overview, we find out about among the challenges we confronted alongside the best way, how we truly use Google Cloud to facilitate our purpose, and why sustainability is so vital when addressing local weather change. 

Read the Case Study

Knowledge Challenges We Overcame – How We Use Google Cloud Platform

BreezoMeter takes in a staggering quantity of environmental information from an extremely huge and numerous vary of sources. Along with that, our APIs deal with tens of millions upon tens of millions of requests each hour from our vary of huge and small purchasers.  Since air high quality could be very dynamic, we’ve got to recalculate it each single hour, which we do, for 500 million geographical places around the globe.

As a result of our focus was on scalability and stability, we constructed our platform with App Engine supported by Compute Engine digital machines and Cloud Storage buckets. We had been early adopters of managed cloud providers, and this fortunately allowed us to bypass the upper prices of putting in and sustaining infrastructure and enabled our builders to focus purely on constructing the very best platform they may.

Maxing Out On Early Infrastructure

Over time, our infrastructure developed whereas incorporating extra automation with Cloud Capabilities and Cloud Run. 

Ultimately, nevertheless, we grew so large that, with a purpose to scale with out hiring DevOps specialists, we knew we wanted to maneuver to a serverless infrastructure.

Constructing Greater & Higher

We constructed the following part of our infrastructure round microservices orchestrated with Google Kubernetes Engine (GKE). With this new structure, we may scale up and down far faster than earlier than, thus minimizing the sources we waste and maximizing energy.

We’re continually having to schedule greater and extra masses, and we use 1000’s of CPUs each hour, and the numbers preserve rising. Fortunately, Google Kubernetes Engine lets us scale up in an economical means. 

We additionally moved our information platform to BigQuery, which permits us to load and analyze ten terabytes of information a day, one thing we couldn’t do earlier than. Along with scale, this transfer additionally helps us utilizing new sorts of knowledge, geographical information, for instance, one thing completely essential for our newest merchandise.

Why We Selected Google Cloud Platform

Google Cloud helped us adapt and overcome each impediment we encountered, and we had been capable of develop our buyer base and supply them greater and higher options. 

And we’re nonetheless rising.

Scalability Made Attainable With BigQuery

We now run billions of calculations each hour on Google Cloud, incorporating new sorts of environmental information. And we’re constructing new merchandise to supply our prospects higher worth, going from merely offering dry information to offering real-time actionable environmental insights that empower folks to guard their wellbeing and well being.

Transferring BreezoMeter’s information platform to BigQuery modified the best way we deal with our information. Earlier than the transition, we needed to place captured information into Cloud Storage buckets quickly after evaluation with a purpose to make means for brand new information. That made historic evaluation very inconvenient and troublesome. 

However now, we will retailer information in BigQuery and analyze it at will. Utilizing BigQuery as our information lake democratized our information, making it a complete lot simpler to extract significant data than we may earlier than. Anybody who is aware of the right way to write an SQL question can see the information and go to work on it.

Enabling Our Builders To Give attention to the Core Points

In fact, working at scale is essential to us, however one other benefit of Google Cloud is that it additionally lets our builders work smarter. GCP’s managed providers deal with our infrastructure operations, and that lets builders think about our core enterprise challenges. 

With out having to fret about infrastructure, our devs can maximize effectivity with improvements resembling preemptible digital machines to mechanically shut down situations as soon as their process is finished, or use the most recent, strongest CPUs for quicker calculations.

This stage of management does greater than assist BreezoMeter to scale back operational prices, it additionally embodies the sustainable values we’re continually striving to popularize.

Sustainability is Vital to Us

As an organization wholly targeted on defending folks from environmental hazards like air air pollution, the very last thing we would like is to someway contribute to the very drawback we’re advocating towards.

With CO2 ranges on the rise the world over, local weather change is now greater than ever an actual risk to the whole world inhabitants, and we’re nothing wanting zealots for sustainable expertise as one of many key options. 

Working with Google Cloud lets us proceed evolving and optimizing our processes and merchandise with out compromising on the sustainability side. We’re now closely within the improvement of newer, higher instruments and are very completely happy to proceed working with Google Cloud, not solely due to the unimaginable effectivity it permits however due to the sustainability values we share. 

BreezoMeter’s merchandise require huge sources to run with 1000’s of machines within the cloud, so our requirements of service are very excessive. They need to be. And sustainability is non-negotiable. The commitments we’ve seen just lately from Google Cloud, resembling working carbon-free by 2030, reassure us that we’re working with the appropriate companion.



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