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DevCon 2025: A DevOps and Cyberinfrastructure Success Story

· 3 min read
Arpita Patel
DevOps Manager and Enterprise Architect

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.

The Power of Collaboration

DevCon 2025 represented an outstanding example of what's possible when public institutions and private enterprises work together:

  • Corporate Sponsors: AWS and Google Cloud provided funding and infrastructure for the event.
  • Infrastructure Partners: NSF JetStream and 2i2c JupyterHub delivered the computational backbone.
  • Technical Implementation: The CIROH Research Cyberinfrastructure and DevOps Team managed IT access and software packaging.

Our Technical Approach

Supporting 200+ workshop attendees required careful planning and execution. Our DevOps team implemented:

Infrastructure as Code

  • Automated deployment of workshop environments
  • Scalable JupyterHub instances configured for concurrent users
  • Pre-packaged software environments ensuring consistency across all workstations

Cloud-Native Solutions

  • Leveraged AWS S3 bucket and Google Cloud BigQuery
  • Implemented auto-scaling to handle peak workshop loads
  • Ensured high availability across multiple availability zones

Seamless User Experience

  • Single sign-on authentication for 100+ participants using CIROH 2i2c JupyterHub
  • Pre-configured JetStream2 environments with all necessary tools
  • Real-time support channels for immediate issue resolution

Key Achievements

  • Zero Downtime: Maintained 100% uptime throughout the entire event
  • Rapid Onboarding: All 200 attendees were able to access their environments within minutes
  • Consistent Experience: Every participant had identical, fully-functional development environments
  • Real-time Support: Our team resolved technical issues with average response time under 5 minutes

Lessons Learned

This event perfectly demonstrated how DevOps principles—bridging development and operations—combined with cloud computing can transform organizational capabilities. Key takeaways include:

  1. Automation is Essential: Pre-event automation allowed us to focus on attendee support rather than infrastructure management.
  2. Public-Private Partnerships Work: Combining NSF's research infrastructure with commercial cloud providers created a best-of-both-worlds solution.
  3. Preparation Prevents Problems: Our extensive pre-event testing and redundancy planning paid dividends during the live event.

Looking Forward

The success of DevCon 2025's IT infrastructure demonstrates that large-scale technical events no longer need to be limited by traditional IT constraints. By embracing DevOps practices and leveraging cloud partnerships, we can create learning environments that scale effortlessly while maintaining reliability and performance.

We're proud to have supported the DevCon 2025 community and look forward to applying these lessons to future events. The combination of public research infrastructure, private cloud resources, and dedicated DevOps expertise created an environment where 200+ developers could focus on learning and innovation without worrying about technical barriers.

DevCon 2025: Hydroinformatics and Research CyberInfrastructure Keynote

· 5 min read
Arpita Patel
DevOps Manager and Enterprise Architect

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.


Our keynote aimed to showcase the comprehensive ecosystem that CIROH offers. We highlighted four key pillars:

  • Computing Resources: CIROH offers accress to public cloud infrastructure, on-premises HPC, and NSF ACCESS resources.
  • Data Management: CIROH members handle and share vast datasets crucial for hydrological modeling. We've provided platforms to do so through HydroShare and CIROH AWS S3 buckets, as well as streamlining access and analysis of this data through tools like Google BigQuery API and Tethys Platform.
  • Model Development: CIROH develops tools and frameworks for developing and refining hydrological models, including the NGIAB ecosystem.
  • Knowledge Sharing: CIROH disseminates findings and best practices through the DocuHub and Portal platforms.

Value and Impact

During the keynote, we emphasized the value that CIROH brings to new students and researchers. This includes access to:

  • Computational resources that would normally cost thousands of dollars.
  • Datasets that would take months to compile.
  • Tools that streamline research and increase its impact.

We also highlighted several key tools within the CIROH ecosystem that are pushing hydrology forward:

  • NGIAB (NextGen In A Box) ecosystem: Provides power and portability to the NextGen water modeling framework through leading open-source software development.
  • CIROH's DocuHub: A central repository for documentation, as well as a platform for monthly blog and news updates.
  • CIROH Portal: Facilitates to data, tools, and research findings.
  • Google BigQuery NWM API: An efficient alternative for accessing and querying National Water Model data.
  • Tethys Platform: Empowers intuitive, accessible web applications to deliver data and model results.
  • Pantarhei and Wukong HPC: CIROH's high-performance computing cluster for demanding computations.
  • And many more!

Our overall message was that CIROH’s hydroinformatics and research cyberinfrastructure ecosystem is designed to support and amplify research efforts. We encouraged attendees to explore these resources and consider how they could be applied to their own work. Whether it's streamlining data workflows, tackling computationally intensive tasks, or sharing findings, CIROH provides the tools and infrastructure to push the boundaries of hydrological science.

We want to thank everyone who attended our keynote and engaged in the Mentimeter quiz. It’s an exciting time for hydroinformatics, and we’re thrilled to be a part of this dynamic community!

Video voiced by Quinn Lee and prepared by Manjila Singh, Nia Minor, and Arpita Patel.

Application of NOAA-OWP's NextGen Framework: DevCon 2025 and EWRI Congress 2025 Highlights

· 4 min read
Sifan A. Koriche
Research [Hydrologic] Scientist

AWI Science and Technology Team @ CIROH DevCon2025

CIROH-AWI Science and Technology Team.
Left to right: Sagy Cohen, Steven Burian, Manjila Singh, Saide Zand, Savalan N. Neisary, Arpita Patel, Nia Minor, Trupesh Patel, Sifan A. Koriche, Jonathan Frame, Reza S. Alipour, Hari T. Jajula, Chad Perry; Josh Cunningham.

May was a pivotal month for representing the Cooperative Institute for Research to Operations in Hydrology (CIROH) and our collective work in advancing water science. As one of CIROH's Ambassadors, I had the privilege of connecting with the broader scientific community at two key events: the Environmental and Water Resources Institute (EWRI) Congress in Anchorage, Alaska, and the 2025 CIROH Developers Conference in Burlington, Vermont.

Empowering the Community at the 2025 CIROH Developers Conference

The annual CIROH Developers Conference is a premier three-day event that convenes hundreds of scientists, engineers, and software developers from across the consortium and its partner institutions. It serves as a vital hub for innovation and collaboration, where attendees engage with the latest research findings, project highlights, and hands-on workshops on cutting-edge tools, workflows, and methodologies.

For me, this year's conference in the beautiful city of Burlington, Vermont, felt like coming full circle, as it marked my one-year anniversary since joining the consortium through The University of Alabama.

I had the privilege of leading a hands-on training workshop on hydrological model calibration. It was a fantastic experience engaging with the talented developers, researchers, and scientists who are all dedicated to the advancement and acceleration of Community Water Resources Modeling. Our session provided comprehensive, hands-on guidance for calibrating one of core components of the NextGen National Water Model model-confifuration—specifically the Conceptial Functional Equivalent (CFE) coupled with Noah-OWP-Modular—within the NextGen In A Box (NGIAB) ecosystem.

The NGIAB ecosystem is a comprehensive platform that revolutionizes how we approach hydrological research with integrated capabilities for:

  • 1. Data preprocessing
  • ⚙️ 2. Hydrology model simulations and calibration
  • 📊 3. Advanced evaluation tools
  • 📈 4. Rich visualization capabilities

A huge thank you to CIROH for organizing such an insightful conference, and to the University of Vermont for being an excellent host!

For everyone who attended or is interested in learning more, all training materials, codes, and data from the workshop are openly available in our GitHub repository:

➡️ NGIAB-Calibration-DevCon25 Workshop Materials
➡️ More NextGen Workshops: DocuHub News; May 2025 Updates

I'm inspired by the passion for innovation shown and look forward to seeing how the community leverages these tools to advance water modeling.

A speaker presents at a conference, with a large screen displaying presentation slides and organization logos.

Disseminating Research at the EWRI Congress

The EWRI Congress was a valuable opportunity to disseminate our research and connect with hundreds of engineers and scientists. I had the privilege of delivering three oral presentations that showcase the use-inspired science outcomes emerging from the CIROH Science and Technology Team and our partners.

1. Advancing Hydrologic Modeling through Community-Driven Development: The NextGen Framework

This presentation introduced the Community NextGen initiative, a collaborative effort aimed at fostering open innovation and accelerating the framework's development. These efforts aim to facilitate efficient research-to-operations (R2O) and operations-to-research (O2R) transitions, ultimately enhancing our ability to model and predict water resources at various scales.

2. Enhancing Catchment Based Hydrological Model Performance through Dynamic Sub-Discretization Using Land Surface Attributes

This talk addressed how the simplifications in lumped models can lead to reduced accuracy when applied uniformly in catchments with significant land-surface heterogeneity. The study explores the potential to enhance lumped model performance by introducing dynamic discretization based on key land-surface heterogeneities such as land use, soil type and soil layering, slope aspect, and elevation.

3. Multi-model Predictions of Design Low Flow Conditions in the Great Salt Lake Basin Using NextGen Water Resources Modeling Framework

This research focused on the challenge of accurately estimating low flow conditions in ungauged basins, such as those in the Great Salt Lake (GSL) region. The study paves the way to investigate how different models perform in predicting design low flow, a critical standard for water supply planning, management, and ensuring water quality in the GSL basin at both gauged and ungauged locations.

These works directly reflects the ongoing efforts and use-inspired science outcomes of the CIROH Science and Technology Team and Partners across the consortium. The congress served as a successful platform for showcasing these advancements and CIROH's leadership in community-driven, next-generation water resource prediction.

A speaker presents at the World Environmental & Water Resources Congress, with a large screen displaying presentation details and a 'Say Cheese' graphic with a QR code.

CIROH Developers Conference 2024

· 2 min read
Arpita Patel
DevOps Manager and Enterprise Architect

CIROH Developers Conference 2024

DevCon2024

The CIROH team recently participated in the 2nd Annual CIROH Developers Conference (DevCon24), held from May 29th to June 1st,2024. The conference brought together a diverse group of water professionals to exchange knowledge and explore cutting-edge research in the field of hydrological forecasting.