Turning Distributed Properties into One Large-Scale Data Center Network with Cerbrec on AWS
Learn how multiple smaller edge data center sites can be unified into one large-scale network using Cerbrec on AWS; enabling faster capacity delivery, AI-driven workload orchestration, and coordinated failover without the risks of building a single massive facility.
Authors
Charles Zhao | Director of Marketing @ Cerbrec
Vishwa Kurakundi | Partner Solutions Architect @ AWS
Introduction
Demand for AI infrastructure is creating a new opportunity for real estate developers. Underused or repositionable properties with suitable power, connectivity, zoning, and physical infrastructure can have a new economic use as edge data centers. But converting a property into a data center is only the first step. Developers must also make the resulting capacity attractive to cloud providers and enterprises, then operate the portfolio as mission-critical infrastructure.
Cloud providers and enterprises need meaningful compute capacity, yet a single large data center can require lengthy permitting, power delivery, construction, and commissioning. Because its power, water, land-use, traffic, and construction impacts are concentrated in one location, such a project may also face heightened community and regulatory review. Individual edge sites can become ready sooner, but each site alone is often too small or operationally fragmented to meet tenant requirements. The opportunity is to unite capacity across multiple locations and present it as one coordinated, large-scale offering.
Cerbrec, an AWS ISV Partner, helps real estate developers achieve this by operating multiple edge data centers as one large-scale network. Built on AWS, Cerbrec coordinates operations across the portfolio, so developers can create value from suitable properties, offer meaningful capacity with coordinated redundancy and reliability, support service-level commitments, and manage the portfolio efficiently. As a result, cloud providers and enterprises can access capacity sooner and with less delivery risk than if they depended entirely on one large facility.
Creating a New Economic Use for Distributed Properties
Real estate developers create value by repositioning assets for new uses. Edge data centers extend that model to properties that are well suited for digital infrastructure but no longer support their previous use. The opportunity is not simply to construct a building, but to create a tenant-ready infrastructure service that can attract long-term demand from cloud providers and enterprises.
Cerbrec supports that opportunity through three developer outcomes:
- Create new value from underused properties. Reposition suitable assets as edge data center infrastructure and establish a new economic use for them.
- Make capacity easier to lease as a larger network. Cerbrec combines multiple edge sites into one tenant-ready offering with network-wide capacity, coordinated redundancy and reliability, and the operational foundation to support tenant service-level commitments.
- Operate the portfolio efficiently. Operators get a unified view across facilities while AI agents monitor telemetry, diagnose issues, and coordinate responses. This allows one operations team to oversee the broader portfolio without full staffing at each edge location.
Giving Tenants Meaningful Capacity Faster and with Lower Delivery Risk
For cloud providers and enterprises, waiting on a single large data center project means waiting on every permitting, utility, construction, community-review, and readiness milestone it must clear. A network of distributed edge sites offers another path.
Cerbrec enables a developer to offer capacity across multiple edge sites as one coordinated service, with three key benefits:
- Access meaningful capacity sooner. Capacity is aggregated across multiple sites instead of waiting for one large facility to become fully ready.
- Reduce single-project delivery risk. The offering does not depend on one permitting process, construction schedule, power commitment, commissioning program, nor on the community and regulatory review associated with concentrating a large infrastructure footprint in one location.
- Consume distributed capacity as one offering. Cerbrec operates the portfolio as one large-scale data center network, so the tenants receive a coordinated capacity platform rather than a collection of unrelated facilities.
From Separate Edge Sites to One Tenant-Ready Network
When operated independently, each edge site is constrained by its own capacity, staff, and failover resources. Tenants must evaluate each location separately, while the developer must manage every facility as a distinct operation. This fragmentation can make valuable assets harder to commercialize at scale.
Cerbrec removes the site-by-site operating boundary. Its orchestration platform connects facility infrastructure, IT equipment, and compute resources across locations and manages them through one network-wide operating model. Capacity at separate properties becomes part of a shared offering, and operational decisions are based on the condition of the portfolio rather than a single site.
Working from that portfolio-wide view, the platform assigns new workload to locations with sufficient healthy capacity by weighing availability, utilization, power conditions, cooling efficiency, and redundancy requirements. At the same time, it continuously monitors site and equipment health, removing unhealthy resources from placement decisions, and coordinating recovery across available capacity. Throughout, AI agents analyze telemetry, diagnose issues, and give operators a consistent view across facilities, reducing the need for a full operations team at every location.
How Cerbrec Uses AWS to Operate the Network
AWS is the foundation that enables Cerbrec to deploy and coordinate its operating model across multiple properties, providing the intelligence, telemetry processing, and agent orchestration the network requires.
Amazon Bedrock AgentCore provides the foundation to deploy, connect, secure, monitor, and improve Cerbrec's AI agents, which span facility infrastructure, IT equipment, and multi-site coordination so Cerbrec can evaluate conditions and support decisions across the portfolio. Amazon SageMaker AI trains and serves the custom models that interpret telemetry from power systems, cooling equipment, network infrastructure, servers, GPUs, and other compute resources, helping identify anomalies, correlate conditions, and determine whether a resource or site should keep receiving work. Amazon Timestream provides the time-series data foundation for the event and telemetry signals used in those network-wide decisions.
Together, these services give Cerbrec the scalable, secure foundation needed to operate edge infrastructure as one tenant-ready network.
How the Network Responds When One Site Becomes Unavailable
The value of this operating model becomes clearest when conditions change at one location. Consider a cloud provider consuming capacity across several edge data centers operated through Cerbrec as one coordinated offering. If one site becomes unavailable, Cerbrec responds across the network rather than treating the event as an isolated facility failure.
First, Cerbrec detects the change. It continuously analyzes telemetry from power and cooling systems, network infrastructure, IT equipment, GPUs, and compute resources, and its AI agents correlate those signals across the portfolio to determine when a site or resource should stop receiving work. It then redirects and restores work, removing the affected site from active placement and directing new demand to healthy locations with sufficient capacity. Services running elsewhere keep responding, and failed compute is restored on healthy infrastructure without manual site-by-site placement.
Throughout, Cerbrec maintains service across the portfolio, evaluating available capacity, site health, utilization, redundancy requirements, and operating conditions network-wide. Tenants continue to see one coordinated service, and developers retain the foundation to support reliability and service-level commitments across properties.
Summary and Next Steps
Cerbrec, built on AWS, helps real estate developers turn suitable underused properties into one large-scale, tenant-ready data center network. It creates new asset value for developers while giving cloud providers and enterprises another path to capacity, one that does not depend on the delivery timeline of a single large project.
Enjoyed reading this content? Let the author know!
Your likes, comments, shares, and saves help creators reach more builders.
Loading recommendations
Loading article