MaxLinear Enhances Overall Wi-Fi Experience and Lowers Costs for MSOs with New MaxAI™ Use Case Aware AI/ML Framework
MaxLinear has unveiled MaxAI™, a groundbreaking hardware-optimized, use-case aware, native-ML technology framework designed to enhance user experience, improve quality of service (QoS), and lower support costs for Multiple System Operators (MSOs). The framework addresses the challenges of diverse Wi-Fi environments and application requirements in homes and businesses.
MaxAI is integrated into MaxLinear's AnyWAN™ solutions, enhancing network performance, security, issue triage, and diagnostics. It adapts intelligently to usage patterns while adhering to application KPIs. The framework is scalable and flexible, offering implementation options from pre-trained recipes to advanced cloud compute configurations.
MaxLinear will showcase this technology on its AnyWAN-based Wi-Fi 7 platform at Network X 2024 in Paris, featuring the URX852 network processor SoC and MxL31712 Wi-Fi 7 radio. The demo will highlight hardware-optimized AI, natural language interaction, and intelligent diagnostics.
MaxLinear ha svelato MaxAI™, un quadro tecnologico innovativo ottimizzato per l'hardware, consapevole dei casi d'uso e nativo per il machine learning, progettato per migliorare l'esperienza utente, incrementare la qualità del servizio (QoS) e ridurre i costi di supporto per i Multipli Sistemi Operativi (MSOs). Il quadro affronta le sfide di ambienti Wi-Fi diversificati e dei requisiti applicativi in case e aziende.
MaxAI è integrato nelle soluzioni AnyWAN™ di MaxLinear, migliorando le prestazioni della rete, la sicurezza, la gestione dei problemi e la diagnostica. Si adatta in modo intelligente ai modelli di utilizzo mantenendo i KPI delle applicazioni. Il framework è scalabile e flessibile, offrendo opzioni di implementazione che variano da ricette pre-addestrate a configurazioni avanzate di calcolo in cloud.
MaxLinear presenterà questa tecnologia sulla sua piattaforma Wi-Fi 7 basata su AnyWAN al Network X 2024 a Parigi, con il processore di rete URX852 SoC e il radio Wi-Fi 7 MxL31712. Il demo metterà in evidenza l'AI ottimizzata per l'hardware, l'interazione in linguaggio naturale e la diagnostica intelligente.
MaxLinear ha presentado MaxAI™, un marco tecnológico revolucionario optimizado para hardware, consciente de los casos de uso y nativo para el aprendizaje automático, diseñado para mejorar la experiencia del usuario, aumentar la calidad del servicio (QoS) y reducir los costos de soporte para los Operadores de Múltiples Sistemas (MSOs). El marco aborda los desafíos de diversos entornos Wi-Fi y los requisitos de aplicación en hogares y empresas.
MaxAI está integrado en las soluciones AnyWAN™ de MaxLinear, mejorando el rendimiento de la red, la seguridad, la gestión de problemas y la diagnosticación. Se adapta de manera inteligente a los patrones de uso mientras cumple con los KPI de las aplicaciones. El marco es escalable y flexible, ofreciendo opciones de implementación que van desde recetas preentrenadas hasta configuraciones avanzadas de computación en la nube.
MaxLinear mostrará esta tecnología en su plataforma Wi-Fi 7 basada en AnyWAN en el Network X 2024 en París, con el procesador de red URX852 SoC y la radio Wi-Fi 7 MxL31712. La demostración destacará la IA optimizada para hardware, la interacción en lenguaje natural y la diagnóstico inteligente.
MaxLinear는 MaxAI™를 공개했습니다. 이는 하드웨어 최적화 및 사용 사례 인식을 기반으로 한 혁신적인 네이티브 머신러닝 기술 프레임워크로, 사용자 경험을 향상하고 서비스 품질(QoS)을 개선하며 다수 시스템 운영자(MSO)의 지원 비용을 절감하도록 설계되었습니다. 이 프레임워크는 가정과 비즈니스의 다양한 Wi-Fi 환경과 애플리케이션 요구 사항의 과제를 해결합니다.
MaxAI는 MaxLinear의 AnyWAN™ 솔루션에 통합되어, 네트워크 성능, 보안, 문제 triage 및 진단을 향상시킵니다. 이 기술은 사용 패턴에 스마트하게 적응하면서도 애플리케이션 KPI를 준수합니다. 프레임워크는 확장 가능하고 유연하여, 사전 훈련된 레시피부터 고급 클라우드 컴퓨팅 구성까지 다양한 구현 옵션을 제공합니다.
MaxLinear는 파리에서 열리는 Network X 2024에서 Wi-Fi 7 플랫폼 기반의 AnyWAN을 선보일 예정이며, URX852 네트워크 프로세서 SoC 및 MxL31712 Wi-Fi 7 라디오를 특징으로 합니다. 이 데모는 하드웨어 최적화 AI, 자연어 상호작용 및 지능형 진단을 강조할 것입니다.
MaxLinear a dévoilé MaxAI™, un cadre technologique révolutionnaire optimisé pour le matériel, conscient des cas d'utilisation et natif pour le machine learning, conçu pour améliorer l'expérience utilisateur, optimiser la qualité de service (QoS) et réduire les coûts de support pour les opérateurs de plusieurs systèmes (MSOs). Ce cadre relève les défis des environnements Wi-Fi diversifiés et des exigences des applications dans les foyers et les entreprises.
MaxAI est intégré dans les solutions AnyWAN™ de MaxLinear, améliorant les performances du réseau, la sécurité, la gestion des problèmes et le diagnostic. Il s'adapte intelligemment aux modèles d'utilisation tout en respectant les indicateurs de performance clés (KPI) des applications. Le cadre est évolutif et flexible, offrant des options d'implémentation allant des recettes pré-entraînées aux configurations avancées de calcul en cloud.
MaxLinear présentera cette technologie sur sa plateforme Wi-Fi 7 basée sur AnyWAN lors du Network X 2024 à Paris, avec le processeur de réseau URX852 SoC et la radio Wi-Fi 7 MxL31712. La démonstration mettra en avant l'IA optimisée pour le matériel, l'interaction en langage naturel et le diagnostic intelligent.
MaxLinear hat MaxAI™ enthüllt, ein bahnbrechendes, hardware-optimiertes, anwendungsfallbewusstes, natives ML-Technologie-Framework, das darauf abzielt, die Benutzererfahrung zu verbessern, die Qualität des Dienstes (QoS) zu erhöhen und die Supportkosten für Multiple Systemanbieter (MSOs) zu senken. Das Framework geht auf die Herausforderungen vielfältiger Wi-Fi-Umgebungen und Anwendungsanforderungen in Haushalten und Unternehmen ein.
MaxAI ist in die AnyWAN™-Lösungen von MaxLinear integriert und verbessert die Netzwerkleistung, Sicherheit, Problemtrennung und Diagnostik. Es passt sich intelligent an die Nutzungsmuster an und hält gleichzeitig die KPI der Anwendungen ein. Das Framework ist skalierbar und flexibel und bietet Implementierungsoptionen von vortrainierten Rezepturen bis hin zu fortschrittlichen Cloud-Computing-Konfigurationen.
MaxLinear wird diese Technologie auf seiner AnyWAN-basierten Wi-Fi 7-Plattform auf der Network X 2024 in Paris präsentieren und dabei den URX852-Netzwerkprozessor-SoC sowie das MxL31712 Wi-Fi 7-Radio vorstellen. Die Demo wird hardware-optimierte KI, natürliche Sprachinteraktion und intelligente Diagnostik hervorheben.
- Introduction of MaxAI™ technology framework to enhance user experience and lower support costs for MSOs
- Integration of MaxAI into AnyWAN™ solutions, improving network performance and security
- Demonstration of MaxAI technology on Wi-Fi 7 platform at Network X 2024
- Potential for MaxAI to be a significant growth driver for MaxLinear
- None.
- MaxAI is a robust, use case aware, native-ML, technology framework, designed to enhance and improve the quality of service across communication links, improve overall end-to-end user experience, and lower support costs
MaxAI AI / ML Framework Enhances Overall Wi-Fi Experience and Lowers Costs for MSOs (Graphic: Business Wire)
With ubiquitous Wi-Fi across the globe, hundreds of millions of people rely on it for their daily tasks. Work From Home (WFH) has made that reliance even stronger, making the job of MSOs and service providers even more challenging. Poor Wi-Fi experience translates into bad customer experience and increased support costs for the service provider. While Wi-Fi speed is one component of the experience, it does not always translate into overall satisfaction.
The uniqueness and complexity of people’s homes and businesses, combined with the diversity of Wi-Fi devices, create a unique problem where a one size fits all solution does not work. Each application has its own throughput, latency, and concurrency requirements that need to be addressed individually. The home gateway and router need the intelligence to be use-case and application aware to manage each individual’s requirement intelligently. MaxAI, MaxLinear’s native-ML technology framework, is designed to solve this problem.
At a time when MSOs and end customers are asking for solutions to help mitigate some of the pain points of the access and connectivity ecosystem, MaxAI provides the AI framework, scalability, and flexibility to craft compelling solutions that are designed to meet the needs of today’s most demanding multi-user applications like XR, video conferencing, and multi-player gaming. The integration of MaxAI into MaxLinear’s AnyWAN™ solutions significantly enhances network performance, security, issue triage, and diagnostics and also improves user experience by intelligently adapting to usage patterns while still adhering to application KPIs.
“At MaxLinear, we are not just integrating AI into our products—we’re innovating at the forefront of technology to create value for our customers and shareholders,” said Will Torgerson, VP/GM Broadband Group at MaxLinear. “We believe MaxAI will be a significant growth driver for our company, strengthening our competitive position and contributing to our financial success. By delivering unparalleled performance and efficiency, we’re enabling service providers to differentiate their offering in a crowded market.”
MaxAI technology framework has been architected to be scalable and flexible. The APIs allow for application intersection at multiple layers depending on one’s needs. From choosing curated, pre-trained recipes with on-device compute to supporting more advanced, compute intensive implementations leveraging on platform or cloud compute, the framework provides implementation flexibility at any layer/compute configuration.
MaxLinear will showcase the implementation of this technology on its AnyWAN-based Wi-Fi 7 platform at Network X 2024 in
Key features of the demo include:
- Hardware-Optimized, Native-ML, On-device AI: MaxLinear will demonstrate the versatility of its gateway platform by running a demanding Wi-Fi multi-user application while also running the MaxAI native-ML framework in parallel. This demonstration will also show MaxAI in action including intelligent, application-aware traffic management, and overall robustness in responding to challenging RF and bandwidth constraints in real-time while keeping the application running smoothly.
- Natural Language Interaction: Enables interaction using natural voice, support for user queries, application prioritization, and application performance/debug related questions etc. with real-time voice responses.
- Intelligent Diagnostics and Log Collection on Demand: Demonstrates automated debug and log collection for transmission to relevant Level 1/2 customer support if needed. This alleviates the need for additional handholding for an end user and saves MSO and service provider support costs.
The MaxLinear team will talk more about the demo and the importance of AnyWAN and Wi-Fi 7 AI integration at Network X 2024. Visit https://www.maxlinear.com/anywan and https://www.maxlinear.com/wifi7 to learn more about MaxLinear’s AnyWAN and Wi-Fi 7 solutions.
About MaxLinear, Inc.
MaxLinear, Inc. (Nasdaq: MXL) is a leading provider of radio frequency (RF), analog, digital, and mixed-signal integrated circuits for access and connectivity, wired and wireless infrastructure, and industrial and multimarket applications. MaxLinear is headquartered in
MaxLinear, the MaxLinear logo, any other MaxLinear trademarks are all property of MaxLinear, Inc. or one of MaxLinear's subsidiaries in the
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MaxLinear, Inc. Press Contact:
Debbie Brandenburg
Sr. Marketing Communications Manager
Tel: +1 669.265.6083
dbrandenburg@maxlinear.com
MaxLinear, Inc. Corporate Contact:
Will Torgerson
Vice President & General Manager of the Broadband Group
Tel: +1 760-692-0711
wtorgerson@maxlinear.com
Source: MaxLinear, Inc.
FAQ
What is MaxLinear's new MaxAI™ technology framework?
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