Skip to main content

8 posts tagged with "Google Cloud"

View All Tags

Powering CIROH DevCon 2026: How CIROH and 2i2c Ran Cloud Computing at Scale

· 9 min read
Arpita Patel
Assistant Director, IT and DevOpsAlabama Water Institute
April Johnson
Community and People Lead2i2c
Benjamin Lee
Development Operations EngineerAlabama Water Institute
Nia Minor
Graduate Research AssistantAlabama Water Institute
Harsha Vemula
DevOps EngineerAlabama Water Institute

At the 2026 CIROH Developers Conference (University of Utah, May 27–29) participants used a variety of tools and models on cloud infrastructure they'd never had to install, configure, or even think about. To enable that seamless experience, our Research Cyberinfrastructure team provisioned cloud resources for 15 hands-on workshops across three days in close collaboration with our partners at 2i2c. Here's what we ran, and how.

What we provisioned, by the numbers

Running an event of this scale requires more than just a single cloud context, as each workshop posed its own computing and data access requirements. CIROH Cyberinfrastructure met this challenge via a coordinated stack spanning multiple cloud providers and services. Across the 15 workshops that needed infrastructure (14 requests), the R2OHC cloud provisioned the following:

ProviderWorkshopsWhat it carried
2i2c JupyterHub on GCP12A mix of Small, Medium, Large, and GPU servers; 9 workshops ran on custom-built images
AWS3NRDS, HydroServer, TEEHR
Google NWM BigQuery API2Input data for Flood Inundation Mapping (multi-source DB / HAND visualization) and Hydroinformatics (Essential Geospatial Skills)
NSF Access1GPU-powered VMs for the "Talk to NRDS" LLM workshop

For 12 of these workshops, their backbone was the CIROH–2i2c JupyterHub, a managed JupyterHub environment that 2i2c operates on Google Cloud. For the conference, we provisioned a dedicated Workshop Hub: an ephemeral environment that lives only for the duration of the event and then spins back down.

DevCon 2025: A DevOps and Cyberinfrastructure Success Story

· 3 min read
Arpita Patel
DevOps Manager and Enterprise ArchitectAlabama Water Institute

The recent DevCon 2025 event showcased not just cutting-edge development practices, but also demonstrated how modern DevOps principles and cloud infrastructure can seamlessly support large-scale technical workshops. Our team had the privilege of providing IT infrastructure and support for over 200 attendees, creating a robust learning environment through an exemplary public-private partnership.

Image of CIROH's Research Cyberinfrastructure and DevOps team. On the left, two graphs are shown depicting usage for the Google Cloud-2i2c and Jetstream2 environments.

CIROH's Research Cyberinfrastructure and DevOps team.
Left to right, top to bottom:
Manjila Singh, Arpita Patel, Nia Minor, Trupesh Patel, James Halgren; Benjamin Lee.

DevCon 2025: Hydroinformatics and Research CyberInfrastructure Keynote

· 5 min read
Arpita Patel
DevOps Manager and Enterprise ArchitectAlabama Water Institute

Last week, I had the incredible opportunity to co-present a keynote at the CIROH Developers Conference (DevCon 2025), which attracted over 200 attendees. This presentation, which I presented alongside Dan Ames, focused on "CIROH HydroInformatics and Research Cyberinfrastructure." It was a fantastic experience to share insights into the powerful tools and technologies that CIROH engineers, students, researchers have been developing to advance hydrological research and operations.


Google Cloud Next 2025: Innovation at Scale ✨

· 5 min read
Arpita Patel
DevOps Manager and Enterprise ArchitectAlabama Water Institute

Last week at Google Cloud Next representing our CIROH cloud-based computing efforts! With more than 30,000 participants, Google Next always amazes me! It's huge, engaging on so many levels! Engaging booths, networking opportunities, great presentations, workshops, AI coach for basketball, incredible keynote from an amazing team! Event was not just a conference, but a celebration of innovation and a glimpse into the future of cloud computing! Great to see how Gemini is transforming data manipulation in BigQuery. The ability to use natural language to query, transform, and visualize data is revolutionizing how we interact with massive datasets. Gabe Weiss's demo particularly showcased the potential for non-specialists to derive insights from complex data.

If you missed the keynote, I highly recommend watching the recording here: GCN25 Keynote Video

Accessing National Water Model (NWM) Data via Google Cloud BigQuery API

· 4 min read
Arpita Patel
DevOps Manager and Enterprise ArchitectAlabama Water Institute
gcp architectrure diagram

Image Source: https://github.com/BYU-Hydroinformatics/api-nwm-gcp



Several important historical and ongoing National Water Model (NWM) datasets are now available on Google Cloud BigQuery, which makes them queryable through SQL using Google Cloud console. Some of these data sets are also accessible through an API (e.g. using Python). These datasets and their current status are as follows:

ProductCloud Console SQLCIROH APIHistoricalDaily Updates
Medium-range forecastsXXXX
Long-range forecastsXXXX
Analysis and AssimilationXXXX
Retrospective Data (NWM v3)XX
Return PeriodsXX

CIROH Cloud User Success Story

· 3 min read
Arpita Patel
DevOps Manager and Enterprise ArchitectAlabama Water Institute

This month, we are excited to showcase two case studies that utilized our cyberinfrastructure tools and services. These case studies demonstrate how CIROH's cyberinfrastructure is being utilized to support hydrological research and operational advancements.

1. ngen-datastream and NGIAB

ngen-datastream image

CIROH Research CyberInfrastructure Update

· 2 min read
Arpita Patel
DevOps Manager and Enterprise ArchitectAlabama Water Institute

We're excited to share some recent developments and updates from CIROH's Research CyberInfrastructure team:

Cloud Infrastructure

  • CIROH's Google Cloud Account is now fully operational and managed by our team. You can find more information here.
  • We're in the process of migrating our 2i2c JupyterHub to CIROH's Google Cloud account.
  • We've successfully deployed the Google BigQuery API (developed by BYU and Google) for NWM data in our cloud. To access this API, please contact us at ciroh-it-support@ua.edu. Please refer to NWM BigQuery API to learn more.

Google Cloud Next '24: A Flood of Innovation and Inspiration

· 5 min read
Arpita Patel
DevOps Manager and Enterprise ArchitectAlabama Water Institute

Google Cloud Next '24

Hello everyone, and thanks for stopping by!

I recently had the incredible opportunity to attend Google Cloud Next 2024 in person for the first time, and it was truly an amazing experience. From insightful keynote presentations and workshops to vibrant booths buzzing with connections, the event was a whirlwind of innovation and inspiration.