Which modern data stack component are you looking for?
Real-time Database21%
Low Latency Database35%
Real-Time OLAP Engine25%
Production Database10%
Not looking for any data stack components7%
Something Else
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I work for an electrical grid operator (MISO) and my company is looking to completely revamp the control room display to modernize the tech. stack and increase the situational awareness of the operators. Looking for recommendations of what other companies out there (not necessarily in energy sector) would have a state of art control centers, so that we could potentially have a conversation about the architectural approach, integrations, etc.
Shutdown25%
Turnaround40%
Outage25%
STO (Shutdown, Turnaround, and Outage)5%
Other (please comment)3%
Our organization is implementing an Internal Developer Platform (IDP) to enable self-service infrastructure provisioning, and we're evaluating Terraform Cloud workspace management strategies. We're debating between: - VCS-driven approach: Repository-based workspace management with GitOps workflows - API-driven approach: Programmatic workspace creation and management via Terraform Cloud APIs Specific Questions: - Which approach have you found more effective for true self-service at scale? - How do these approaches handle multi-tenancy and isolation requirements? - What integration challenges did you encounter with developer portals/service catalogs? - How did your choice impact developer adoption and platform team operational overhead? Would love to hear about your real-world experiences, particularly around the trade-offs you discovered post-implementation.
Where do you currently stand in your plans for NaaS (Network as a Service)?
NaaS is defined by me as combining multiple transports from providers that offer PAYG (Pay As You Go) service to reduce dependency on dependency on legacy telco connectivity such as MPLS or Fiber dedicated links. Does not matter if you use your own overlay or leverage one from a Service provider. .
Unaware of the value of NaaS for my organization21%
Exploring the potential with NaaS providers64%
Performing a limited PoC to understand and validate value14%
In process of large deployment with one or more NaaS providers1%
Unified data governance