TeraVM AI RSG
A NITRO Wireless Product
TeraVM AI RSG is an evolution of the market leading RIC Test tool. Maintaining all of the features of RIC Test the AI RSG enhances the simulated system-level RAN behavior, creating a RAN Digital Twin that mirrors real network conditions. This powerful tool can emulate various topologies, configurations, mobility patterns, and traffic profiles on both real and synthetic maps to aid the train and test of AI apps.
What is the AI RSG?
AI RSG is an AI enabler for Intelligent SON applications and r/xApps development. It is an AI enablement tool focussing on data generation for AI training and test.
TeraVM AI RSG can simulate up to 10,000 user equipment (UEs) and several thousand cells (between 1,000 and 5,000) per reference server. It can be deployed in Docker containers within cloud environments or on dedicated servers. The scale depends on the specific use case, with the ability to generate data at various granularities, from one minute to daily intervals. The tool’s scalability matrix helps define parameters for different scenarios.
Users can import real-world maps with streets, buildings, and network configurations to create UE profiles that simulate movements, handovers, and resource requests. The more real the network scenarios and user behaviours are the more ‘what if’ scenarios can be generated to train the AI apps. Traffic demand profiles can also be generated, enabling UEs to switch between idle and active states while consuming varying amounts of Physical Resource Blocks (PRBs). Layer 1 radio conditions are modeled and fed into the Layer 2 scheduler, which assigns PRBs based on the Channel Quality Indicator (CQI).
Three pillars of the AI RSG
- Hybrid Data Lakes
Users can import real-world maps with streets, buildings, and network configurations to create UE profiles that simulate movements, handovers, and resource requests - RAN Scenario Generator
Train AI and ML apps through exposure to RAN Scenarios with real traffic - App Validation Test & RAN Digital Twin
Test the effectiveness of app decisions in realistic network environment
Challenges when deploying the RIC
Users can import real-world maps with streets, buildings and network configurations to create UE profiles that simulate movements, handovers and resource requests. Traffic demand profiles can also be generated, enabling UEs to switch between idle and active states while consuming varying amounts of Physical Resource Blocks (PRBs). Layer 1 radio conditions are modeled and fed into the Layer 2 scheduler, which assigns PRBs based on the Channel Quality Indicator (CQI). AI RSG supports various scheduling types and allows users to introduce anomalies like interference to study their effects on signal-to-noise ratio (SNR) and throughput.
AI Optimization
Integrating real network traffic patterns and KPIs enhances realism, transforming the system into a comprehensive Digital Twin that reflects the operator’s actual network, fully training AI/ML optimization algorithms for improved performance.
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Пресс-релизы
VIAVI Demonstrates Leadership in RAN Intelligence Test and Training at 2024 RIC Forum
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Пресс-релизы
VIAVI and Broadcom Expand RIC Testbed as a Service to Advance Digital Twin Environments
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Пресс-релизы
MWC Barcelona: VIAVI to Demonstrate AI, Cloud & Open Network Optimization With More Than 20 Industry Partners
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Пресс-релизы
At MWC Barcelona, VIAVI Will Showcase Solutions to Optimize Networks In The Age of AI and The Cloud
Литература
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Практические кейсы
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Видео
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Repair and Calibration
Our products live in rugged environments for over 10 years with 1000s of test connect/disconnect cycles. We will be there to support you to ensure components that require maintenance like connectors, batteries, and software updates to ensure you are ready to test accurately for years to come. We apply factory procedures that use fast, automated calibration and functional verification, maintenance using OEM parts and the application of all engineering change orders and software updates. Services are available through contract Care plans, FleetCare or per incident as requests.
Top 4 Reasons to Choose VIAVI for Your Repair and Calibration Needs:
- Minimize business disruption
- Budget
- Measurement Accuracy and Product Reliability
- Measurement Compliance, TL9000 certification and OEM Standards
Поддержка на каждом этапе работы
Мы оказываем техническую поддержку, предоставляем услуги, программы обучения и все необходимые материалы. Наша деятельность направлена на максимальное повышение отдачи от ваших капиталовложений в систему VIAVI.
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