Hace 05 minutos — Ver Kung Fu Panda 4 dos Online Gratis en español, Latino,Castellano ySubtitulado sin registrarse. Ver estrenos de películas y también las mejores películasen HD Kung Fu Panda 4 2024 película Completa en español o con subtítulos en tu idioma,en HD y hasta en calidad 2024 HD con Audio español Latino y

EXCLUSIVE UPDATED MARCH 19, 2024

VER AHORA :red_circle::white_heavy_check_mark::backhand_index_pointing_right: Kung Fu Panda 4 (2024) Películas Completa Online

DESCARGAR :red_circle::white_heavy_check_mark::backhand_index_pointing_right: Kung Fu Panda 4 (2024) Películas Completa Online

Kung Fu Panda 4 (2024) es una Ciencia ficción película dirigida Stephen E. Rivkinyprotagonizada por Sam Worthington, Zoe Saldaña. Ambientada más de unadécada después delos acontecimientos de la primera película, ‘Avatar:The Way of Water’ empieza contando lahistoria de la familia Sully (Jake, Neytiri ysus hijos), los problemas que los persiguen, lo quetienen que hacer paramantenerse a salvo, las batallas que libran para seguir con vida y lastragediasque sufren.Transmita su película o programa de TV favorito ahora mismo! Tenemos lo último ylo mejorde los clásicos. Regístrese gratis. Películas de acción y drama, películasrománticas para chicas,Thrillers que te mantendrán al borde de tu asiento, lotenemos todo para que lo disfrutes en tuPC

Kung Fu Panda 4 (2024) Película completa Ver película COMPLETA en línea¡Regístrate123 películas en línea! [DvdRip-HINDI]] Venom: ¡Que hayacarnicería! (2024) Película completaVer en línea gratis 123 Películas en línea !! Kung Fu Panda 4 (2024) Mira Avatar: Elsentidodel agua (2024) Transmisión de películas HD en línea completa Descargagratuitailimitada, Kung Fu Panda 4 Seriecompleta 2024 Película en línea gratis DVD Rip FullHD con subtítulos en ingléslistos para Descargar.Mira Kung Fu Panda 4 (2024) Película completa en línea Streaming 123Movies gratisDónde puedes mirar? Kung Fu Panda 4 Movie (2024) Acceso de prueba gratuito enlínea.Veneno: Que haya matanza [BlUrAy] | Mira Kung Fu Panda 4 Online 2024Películacompleta Gratis HD.720Px | Mira Avatar: El sentido del agua Online 2024Películacompleta Gratis HD !! Kung Fu Panda 4 (2024) con subtítulos en inglés listosparadescargar, Kung Fu Panda 4 2024 720p, 1080p, BrRip, DvdRip, Youtube, Avatar:Elsentido del aguadit, multilenguaje y alta calidad.mira Kung Fu Panda 4 Transmisión gratuita en línea, Mira Kung Fu Panda 4Transmisióncompleta en línea en calidad HD. Vamos a ver las últimas películas de tuspelículasfavoritas, Kung Fu Panda 4. vamos únete a Venom: ¡¡Que haya carnicería !!123Movies o 123movieshub era un sistema de sitios de transmisión de archivos quefuncionabadesde Vietnam, lo que permitía a los clientes ver películas de formagratuita. La Avatar: Elsentido del agua 123Movies todavía está activa a través desitios de clonación. 123Movies esuna buena alternativa para Kung Fu Panda 4 (2024)Película en línea Avatar: Elsentido del aguars, proporciona las mejores y másrecientes películas, series de televisión,episodios y anime en línea, etc. Tiene unbuen equipo de soporte al que podemos preguntar ysolicite cargar las últimaspelículas, programas de TV, etc. deseados. Aquí podemos dar unacalificación a Lamonja II viendo la película. La transmisión en línea es excelentepara ver películasgratis en línea. 123Movies tiene excelentes pestañas de filtro en la página deinicioque podemos seleccionar y ver las películas Destacadas, Más vistas, Másfavoritas, Mejorcalificación, Mejores películas de IMDb en línea. Aquí podemosdescargar y ver películas de123movies sin conexión. Los sitios web de 123Moviesson la mejoralternativa para ver Avatar:El sentido del agua (2024) gratis en línea.Recomendaremos 123Movies es la mejor alternativade Solarmovie. 123Movies hadividido su contenido multimedia en películas, series detelevisión, destacados,episodios, género, IMDB superior, solicitados y años de lanzamientosabiamente.

Ver la película de Kung Fu Panda 4 online en Español sin cortes y sin publicidad,La monjaII pelicula completa online latino, esta disponible, como siempre enRepelisplay clubNuestro contenido está adaptado al Subtitulada Español, Castellano y Latino.Ya se puede ver película Kung Fu Panda 4 online latino completas gratis, Disfruta delcineonline gratis y sin salir de tu casa. Ver Kung Fu Panda 4 (2024) online enespañol,castellano y latino. Película completa gratis en calidad HD y subtitulada.Kung Fu Panda 4: Todo sobre la nueva película James Bond, Fecha de estreno yDóndever la películaNada puede prepararte para No Time to Die: protégete de los spoilers paradisfrutarplenamente de esta película y cerrar así el arco de quince años y cincopelículas en las quehemos disfrutado del gran Daniel Craig. en el papel deJames Bond.No Time to Die (Kung Fu Panda 4) es la vigesimoquinta película de James BondLinkstoan external site. producida por Eon Productions. Contará con Daniel Craig en suquinta y últimaactuación como James Bond. Cary Fukunaga dirigirá la cinta tras larenuncia del director DannyBoyle argumentando “diferencias creativas”. La películaserá escrita por Neal Purvis y RobertWade, habituales guionistas de la franquicia.El desarrollo comenzó en 2016. Será la primera película de Bond distribuida porUniversalPictures, que adquirió los derechos de distribución internacional tras laexpiración del contratode Sony Pictures tras el estreno de Spectre en 2015. Lasubsidiaria de Metro-Goldwyn-Mayer,United Artists Releasing posee losderechos para América del Norte, incluidos los derechosdigitales y de televisiónen todo el mundo. Universal también tiene los derechos de los mediosfísicosdomésticos en todo el mundo.¿Cuándo se estrena Kung Fu Panda 4 en Chile?Kung Fu Panda 4 tiene fecha de estreno para el 1 de octubre de 2024 en Chile ylosLatinoamérica.Detalles de la pelicula Kung Fu Panda 4Daniel Craig (James Bond), Rami Malek (Lyutsifer Safin), Ralph Fiennes (M),Naomie Harris (EveMoneypenny), Ana de Armas (Paloma), Ben Whishaw (Q),Jeffrey Wright (Felix Leiter), LéaSeydoux (Madeleine Swann), Rory Kinnear(Tanner), Dali Benssalah (Primo), Billy Magnussen(Logan Ash), David Dencik (ValdoObruchev), Lashana Lynch (Nomi)

Historia de Película Kung Fu Panda 4 (2024)“Kung Fu Panda 4”: Un 007 para la historia. Han sido seis largos años y varios mesesdeespera tras la pandemia, pero por fin ha llegado la ansiada despedida de DanielCraig comoJames Bond. Kung Fu Panda 4 (No Time to Die) es la quinta y definitivaentrega deuna saga que empezó en 2006, y que esta vez cuenta con Cary JojiFukunaga (Beasts of NoNation, สัปเหร่อ) detrás de cámaras. Estreno en salasde cine españolas el 1 de octubrede 2024.¿Qué pasó con el estreno de Kung Fu Panda 4?Año y medio después de su fecha prevista de estreno, que ha sido aplazado envarias ocasionespor la pandemia, llega por fin a los cines Kung Fu Panda 4 (No timeto die), lo últimode James Bond, una cinta que supone la despedida de DanielCraig del agente secreto másfamoso del mundo¿Dónde Ver Kung Fu Panda 4 online, la Película Completa Español Latino?Kung Fu Panda 4 película completa (2024) ya esta disponibles en plataformadestreaming como Netflix, HBO Max, Amazon Prime Video, Repelis, y otros paraver películas.Kung Fu Panda 4 película completa (2024) ya esta disponibles en plataformadestreaming como Netflix, HBO Max, Amazon Prime Video, Repelis, y otros paraver películas.Páginas para ver pelicula Kung Fu Panda 4 gratis? Ver película Avatar: El sentidodelagua online gratis en HD sin cortes? Ver Kung Fu Panda 4 películas online gratisenespañol? ¡VER AQUI!Si quieres ver películas gratis y series online en español y latino solo debes depáginas webcomo Repelis-play, ponerte al día. Y no necesitas una cuenta en deNetflix, HBO, Amazon PrimeVideo, Blim, y otros para ver películas.Ver Kung Fu Panda 4 películas online gratis en español y latino | Gracias a Internetesposible ver pelis Kung Fu Panda 4 gratis onlineen español y también sub latino sinnecesidad de pagar una cuenta de premiumcomo Netflix, HBO Go, Amazon Prime Video oRepelis. Si eres de las personas quebusca en Google términos como “páginas para ver pelisonline”, “estrenos españolonline”, “películas online en español”, “películas gratis online”, “verpelis online”, entreotros keywords, seguramente has sido llevado a páginas web dedudosaprocedencia o que te obligan a registrarte con alguna cuenta en La monja

IIessociales. Si te hartaste de eso, a continuación podrás ver las mejores películasgratis online paradisfrutar sin problemas, sin interrupciones y sin publicidad paraconvertir tu casa en un cine.Esta páginas para ver Kung Fu Panda 4 online sin publicidad y sin cortes, así queprestaatención y apunta, que la buena experiencia cinéfila -o seriéfila- estáplenamentegarantizada en estos websites. Si no tienes los códigos de Netflix a lamano o tu conexión no tepermite descargar películas gratis en Mega HD, conocecómo ver películas de acción, terror,comedias, clásicos y hasta teen movies de laforma más fácil con solo unos clics. Hasta pelis deestreno puedes encontrar enespañol.Páginas web para ver película Kung Fu Panda 4 gratis son de fácil acceso. eso sí,solonecesitas crear una cuenta para ver y descargar de películas, La mayoría deestas páginas webpara ver películas gratis son de fácil acceso y no es necesario elregistro. Eso sí, algunas incluyenpublicidad antes de la reproducción del títuloelegido, aunque esta es casi imperceptible.Repelis es una plataforma donde puedesver películas de manera gratuita sin publicidad y legalcon un amplio catálogo depelículas, donde el usuario puede filtrar los filmes por el género, esdecir, Romance,Acción, Comedia, Drama, Horror, Aventura, Animación, Animes,Superhéroes.Cómic. DC Comics, Marvel, Disney, entre otros. Todas las películasson de alta calidad, incluyeuna sólida colección de programas de televisión, Paraacceder a ellas gratis solo necesitas crear una cuenta. Esta página es gratuita y librede anuncios. Además, ofrece artículos sobre estrenosindependientes y comerciales.

​Hace 05 minutos — Ver Kung Fu Panda 4 dos Online Gratis en español, Latino,Castellano ySubtitulado sin registrarse. Ver estrenos de películas y también las mejores películasen HD Kung Fu Panda 4 2024 película Completa en español o con subtítulos en tu idioma,en HD y hasta en calidad 2024 HD con Audio español Latino y EXCLUSIVE UPDATED MARCH 19, 2024 VER AHORA :red_circle::white_heavy_check_mark::backhand_index_pointing_right: Kung Fu Panda 4 (2024) Películas Completa Online DESCARGAR :red_circle::white_heavy_check_mark::backhand_index_pointing_right: Kung Fu Panda 4 (2024) Películas Completa Online Kung Fu Panda 4 (2024) es una Ciencia ficción película dirigida Stephen E. Rivkinyprotagonizada por Sam Worthington, Zoe Saldaña. Ambientada más de unadécada después delos acontecimientos de la primera película, ‘Avatar:The Way of Water’ empieza contando lahistoria de la familia Sully (Jake, Neytiri ysus hijos), los problemas que los persiguen, lo quetienen que hacer paramantenerse a salvo, las batallas que libran para seguir con vida y lastragediasque sufren.Transmita su película o programa de TV favorito ahora mismo! Tenemos lo último ylo mejorde los clásicos. Regístrese gratis. Películas de acción y drama, películasrománticas para chicas,Thrillers que te mantendrán al borde de tu asiento, lotenemos todo para que lo disfrutes en tuPC Kung Fu Panda 4 (2024) Película completa Ver película COMPLETA en línea¡Regístrate123 películas en línea! [DvdRip-HINDI]] Venom: ¡Que hayacarnicería! (2024) Película completaVer en línea gratis 123 Películas en línea !! Kung Fu Panda 4 (2024) Mira Avatar: Elsentidodel agua (2024) Transmisión de películas HD en línea completa Descargagratuitailimitada, Kung Fu Panda 4 Seriecompleta 2024 Película en línea gratis DVD Rip FullHD con subtítulos en ingléslistos para Descargar.Mira Kung Fu Panda 4 (2024) Película completa en línea Streaming 123Movies gratisDónde puedes mirar? Kung Fu Panda 4 Movie (2024) Acceso de prueba gratuito enlínea.Veneno: Que haya matanza [BlUrAy] | Mira Kung Fu Panda 4 Online 2024Películacompleta Gratis HD.720Px | Mira Avatar: El sentido del agua Online 2024Películacompleta Gratis HD !! Kung Fu Panda 4 (2024) con subtítulos en inglés listosparadescargar, Kung Fu Panda 4 2024 720p, 1080p, BrRip, DvdRip, Youtube, Avatar:Elsentido del aguadit, multilenguaje y alta calidad.mira Kung Fu Panda 4 Transmisión gratuita en línea, Mira Kung Fu Panda 4Transmisióncompleta en línea en calidad HD. Vamos a ver las últimas películas de tuspelículasfavoritas, Kung Fu Panda 4. vamos únete a Venom: ¡¡Que haya carnicería !!123Movies o 123movieshub era un sistema de sitios de transmisión de archivos quefuncionabadesde Vietnam, lo que permitía a los clientes ver películas de formagratuita. La Avatar: Elsentido del agua 123Movies todavía está activa a través desitios de clonación. 123Movies esuna buena alternativa para Kung Fu Panda 4 (2024)Película en línea Avatar: Elsentido del aguars, proporciona las mejores y másrecientes películas, series de televisión,episodios y anime en línea, etc. Tiene unbuen equipo de soporte al que podemos preguntar ysolicite cargar las últimaspelículas, programas de TV, etc. deseados. Aquí podemos dar unacalificación a Lamonja II viendo la película. La transmisión en línea es excelentepara ver películasgratis en línea. 123Movies tiene excelentes pestañas de filtro en la página deinicioque podemos seleccionar y ver las películas Destacadas, Más vistas, Másfavoritas, Mejorcalificación, Mejores películas de IMDb en línea. Aquí podemosdescargar y ver películas de123movies sin conexión. Los sitios web de 123Moviesson la mejoralternativa para ver Avatar:El sentido del agua (2024) gratis en línea.Recomendaremos 123Movies es la mejor alternativade Solarmovie. 123Movies hadividido su contenido multimedia en películas, series detelevisión, destacados,episodios, género, IMDB superior, solicitados y años de lanzamientosabiamente. Ver la película de Kung Fu Panda 4 online en Español sin cortes y sin publicidad,La monjaII pelicula completa online latino, esta disponible, como siempre enRepelisplay clubNuestro contenido está adaptado al Subtitulada Español, Castellano y Latino.Ya se puede ver película Kung Fu Panda 4 online latino completas gratis, Disfruta delcineonline gratis y sin salir de tu casa. Ver Kung Fu Panda 4 (2024) online enespañol,castellano y latino. Película completa gratis en calidad HD y subtitulada.Kung Fu Panda 4: Todo sobre la nueva película James Bond, Fecha de estreno yDóndever la películaNada puede prepararte para No Time to Die: protégete de los spoilers paradisfrutarplenamente de esta película y cerrar así el arco de quince años y cincopelículas en las quehemos disfrutado del gran Daniel Craig. en el papel deJames Bond.No Time to Die (Kung Fu Panda 4) es la vigesimoquinta película de James BondLinkstoan external site. producida por Eon Productions. Contará con Daniel Craig en suquinta y últimaactuación como James Bond. Cary Fukunaga dirigirá la cinta tras larenuncia del director DannyBoyle argumentando “diferencias creativas”. La películaserá escrita por Neal Purvis y RobertWade, habituales guionistas de la franquicia.El desarrollo comenzó en 2016. Será la primera película de Bond distribuida porUniversalPictures, que adquirió los derechos de distribución internacional tras laexpiración del contratode Sony Pictures tras el estreno de Spectre en 2015. Lasubsidiaria de Metro-Goldwyn-Mayer,United Artists Releasing posee losderechos para América del Norte, incluidos los derechosdigitales y de televisiónen todo el mundo. Universal también tiene los derechos de los mediosfísicosdomésticos en todo el mundo.¿Cuándo se estrena Kung Fu Panda 4 en Chile?Kung Fu Panda 4 tiene fecha de estreno para el 1 de octubre de 2024 en Chile ylosLatinoamérica.Detalles de la pelicula Kung Fu Panda 4Daniel Craig (James Bond), Rami Malek (Lyutsifer Safin), Ralph Fiennes (M),Naomie Harris (EveMoneypenny), Ana de Armas (Paloma), Ben Whishaw (Q),Jeffrey Wright (Felix Leiter), LéaSeydoux (Madeleine Swann), Rory Kinnear(Tanner), Dali Benssalah (Primo), Billy Magnussen(Logan Ash), David Dencik (ValdoObruchev), Lashana Lynch (Nomi) Historia de Película Kung Fu Panda 4 (2024)“Kung Fu Panda 4”: Un 007 para la historia. Han sido seis largos años y varios mesesdeespera tras la pandemia, pero por fin ha llegado la ansiada despedida de DanielCraig comoJames Bond. Kung Fu Panda 4 (No Time to Die) es la quinta y definitivaentrega deuna saga que empezó en 2006, y que esta vez cuenta con Cary JojiFukunaga (Beasts of NoNation, สัปเหร่อ) detrás de cámaras. Estreno en salasde cine españolas el 1 de octubrede 2024.¿Qué pasó con el estreno de Kung Fu Panda 4?Año y medio después de su fecha prevista de estreno, que ha sido aplazado envarias ocasionespor la pandemia, llega por fin a los cines Kung Fu Panda 4 (No timeto die), lo últimode James Bond, una cinta que supone la despedida de DanielCraig del agente secreto másfamoso del mundo¿Dónde Ver Kung Fu Panda 4 online, la Película Completa Español Latino?Kung Fu Panda 4 película completa (2024) ya esta disponibles en plataformadestreaming como Netflix, HBO Max, Amazon Prime Video, Repelis, y otros paraver películas.Kung Fu Panda 4 película completa (2024) ya esta disponibles en plataformadestreaming como Netflix, HBO Max, Amazon Prime Video, Repelis, y otros paraver películas.Páginas para ver pelicula Kung Fu Panda 4 gratis? Ver película Avatar: El sentidodelagua online gratis en HD sin cortes? Ver Kung Fu Panda 4 películas online gratisenespañol? ¡VER AQUI!Si quieres ver películas gratis y series online en español y latino solo debes depáginas webcomo Repelis-play, ponerte al día. Y no necesitas una cuenta en deNetflix, HBO, Amazon PrimeVideo, Blim, y otros para ver películas.Ver Kung Fu Panda 4 películas online gratis en español y latino | Gracias a Internetesposible ver pelis Kung Fu Panda 4 gratis onlineen español y también sub latino sinnecesidad de pagar una cuenta de premiumcomo Netflix, HBO Go, Amazon Prime Video oRepelis. Si eres de las personas quebusca en Google términos como “páginas para ver pelisonline”, “estrenos españolonline”, “películas online en español”, “películas gratis online”, “verpelis online”, entreotros keywords, seguramente has sido llevado a páginas web dedudosaprocedencia o que te obligan a registrarte con alguna cuenta en La monja IIessociales. Si te hartaste de eso, a continuación podrás ver las mejores películasgratis online paradisfrutar sin problemas, sin interrupciones y sin publicidad paraconvertir tu casa en un cine.Esta páginas para ver Kung Fu Panda 4 online sin publicidad y sin cortes, así queprestaatención y apunta, que la buena experiencia cinéfila -o seriéfila- estáplenamentegarantizada en estos websites. Si no tienes los códigos de Netflix a lamano o tu conexión no tepermite descargar películas gratis en Mega HD, conocecómo ver películas de acción, terror,comedias, clásicos y hasta teen movies de laforma más fácil con solo unos clics. Hasta pelis deestreno puedes encontrar enespañol.Páginas web para ver película Kung Fu Panda 4 gratis son de fácil acceso. eso sí,solonecesitas crear una cuenta para ver y descargar de películas, La mayoría deestas páginas webpara ver películas gratis son de fácil acceso y no es necesario elregistro. Eso sí, algunas incluyenpublicidad antes de la reproducción del títuloelegido, aunque esta es casi imperceptible.Repelis es una plataforma donde puedesver películas de manera gratuita sin publicidad y legalcon un amplio catálogo depelículas, donde el usuario puede filtrar los filmes por el género, esdecir, Romance,Acción, Comedia, Drama, Horror, Aventura, Animación, Animes,Superhéroes.Cómic. DC Comics, Marvel, Disney, entre otros. Todas las películasson de alta calidad, incluyeuna sólida colección de programas de televisión, Paraacceder a ellas gratis solo necesitas crear una cuenta. Esta página es gratuita y librede anuncios. Además, ofrece artículos sobre estrenosindependientes y comerciales.  Read More

​

Microsoft is looking to enable TLS 1.3 for Azure Service Bus, and Azure Event Hubs.  We found however that there is a problem with some clients that use both Java and our AMQP or JMS interfaces.  Java clients that use Apache Proton-J with a version older than proton-j-0.31.0 along with Java 11+ can’t support TLS 1.3.  The Proton-J library is used in AMQP and JMS implementations. The nature of the problem lies in the handshake and is thus not detectable by our application layer.  This means that we can’t detect and work around the issue from the service side.  To avoid this problem, customers need to update any instances of Apache Proton-J that have a version older than proton-j-0.31.0.  The link for the Proton-J issue is tracked at https://issues.apache.org/jira/browse/PROTON-1972

Required action

Proton-J may also be in a dependent library and may not be directly used by your code. To determine if you have an incompatibility with TLS 1.3, we have enabled the West Central US region with TLS 1.3 support for AMQP traffic.  To test if you have a compatibility issue

first evaluate if you are using AMQP or JMS
Second, determine if you are using Java 11+ with your client code
Third, if you are using AMQP or JMS and also Java 11+, then create a namespace in West Central US and attempt to connect to it with your code. 

If your client fails to connect, you need to find where you are using Proton-J and get the version used updated to a version that is newer than proton-j-0.30.0.

Timeline

As already noted, this only affects AMQP or JMS traffic.  It does not affect web service or Kafka traffic which does have TLS 1.3 enabled now.  We are going to enable TLS 1.3 for AMQP and JMS on October 31, 2024.  That is also the same day that TLS 1.0 and TLS 1.1 is being removed from Azure Event Hubs and Azure Service Bus.  Please take action as soon as possible to guarantee no interruption to your service use when we enable TLS 1.3.

​Microsoft Tech Community – Latest Blogs –Read More 

Azure NC H100 v5 virtual machines (VMs) are an excellent platform for executing diverse AI and High-Performance Computing (HPC) workloads. These workloads demand substantial computational power, large capacity of high-performance memory, and advanced GPU acceleration. In addition to AI, the Azure NC H100 v5 VMs are particularly well-suited for extreme modelling and simulation demands in the following science and mathematics disciplines: Computational Fluid Dynamics (CFD), Molecular Dynamics, Quantum Chemistry, Weather Forecasting and Climate Modeling, and Financial Analytics.

The AI landscape is constantly expanding and evolving, moving at a dizzying pace. Generative AI technology has played a pivotal role, enabling a diverse array of use cases. These range from powering AI assistants, chatbots, and search engines to facilitating creative content generation. As Generative AI applications expand at incredible speed, the fundamental language models that empower them will expand also to include both Small Language Models (SMLs) and Large Language Models (LLMs). In addition, Artificial Narrow Intelligence (ANI) models will continue to evolve focused on more precise predictions rather than creation of novel data to continue to enhance its use cases. Their applications include tasks such as image classification, object detection, and broader natural language processing.

At Microsoft, our mission is to empower every person and every organization on the planet to achieve more.  Leveraging the robust capabilities and scalability of Microsoft Azure, we offer computational tools that empower organizations of all sizes, regardless of their resources. Azure NC H100 v5 VMs is yet another computational tool made generally available today that will do just that.

Here are some examples of what our customers are doing with our existing NC-series VMs and planning with the power of Azure NC H100 v5 GPU Virtual Machines at their fingertips:

Snorkel AI is a Microsoft for Startups Pegasus partner that helps enterprises move AI projects from prototype to production. A founding member of the Stanford Center for Research on Foundation Models, Snorkel AI is grounded in years of academic research and endeavors to remain at the forefront of new scholarship in data-centric AI and foundation models.

“Snorkel’s recent top tier ranking on the AlpacaEval 2.0 LLM leaderboard would not have been possible without the Microsoft for Startups Pegasus Program. Access to SoTA NVIDIA A100s via a seamless Azure experience has empowered us to drive cutting-edge research in programmatic alignment/DPO in a quick & efficient manner. For example, Azure AI Infrastructure VMs allow our research team to run quick experiments from small projects to large-scale distributed jobs reliably and with full monitoring mechanisms. Designing research projects on Azure’s next generation NC H100 v5-series powered by NVIDIA H100 NVL PCIe GPU will help our researchers deliver value for our customers and the OSS community even faster.”- Hoang Tran, Senior Research Scientist, Snorkel AI

Northflank is a self-service developer platform that automates and unifies deployment of any workload, on any cloud, at any scale.

“Northflank’s customers want to build scale-out apps on top of a sizeable number of Azure NC H100 v5 series VMs that feature the NVIDIA 100 GPUs running in a Kubernetes clusters, while keeping the self-service experience that Northflank’s developer platform provides. With NC H100 v5, Azure is the fastest way for us to help those customers ship apps on scale-out GPU infrastructure.” – Will Stewart, CEO & Co-Founder @ Northflank

Introducing the new NC H100 v5 series virtual machine, now generally available

Today, we are excited to announce that Azure NC H100 v5 Virtual Machines are now generally available. The NC H100 v5-series virtual machine (VM) is a cutting-edge addition to the Azure GPU virtual machines family. Designed for mid-range AI model training and generative inferencing, and HPC simulation workloads. This series combines the power of NVIDIA H100 NVL GPUs with 4th-generation AMD EPYC™ Genoa processors.

The NC H100 v5-series offers two classes of virtual machines, ranging from one to two NVIDIA H100 94GB NVL Tensor Core GPUs. It is more cost-effective than ever before, while still giving customers the options and flexibility they need for their workloads. We can’t wait to see what you’ll build, analyze, and discover with the new Azure NC H100 v5 platform.

For AI Inference workloads, customers will experience between 1.6x-1.9x inference performance on one GPU size depending on the types of workloads. The NC H100 v5 VMs offer significant performance improvements over the previous generations of Azure VMs in the NC series. The H100 NVL PCIe GPUs provide up to 2x the compute performance, 2x the memory bandwidth, and 17% larger HBM GPU memory capacity per VM compared to the A100 GPUs. The H100 NVL PCIe GPUs support PCIe Gen5, which provides the highest communication speeds (128GB/s bi-directional) between the host processor and the GPU. This reduces the latency and overhead of data transfer and enables faster and more scalable AI and HPC applications.

The NC H100 v5-series VMs empower your AI and HPC workloads, providing the performance and flexibility you need. Whether you’re training models, running inferencing tasks, or developing cutting-edge applications, these VMs have you covered. Explore the future of AI with the NC H100 v5-series on Azure!

Learn more

Microsoft AI 
Azure AI portfolio 
Azure AI infrastructure 
high-performance computing (HPC) in Azure
Azure HPC optimized OS images.
Azure GPU virtual machines
NC H100 v5-series VM

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In a recent support case, our customer faced an intriguing issue where a query execution in a .NET application was unexpectedly canceled during asynchronous operations against Azure SQL Database. This experience highlighted the nuances of handling query cancellations, which could stem from either a CommandTimeout or a CancellationToken. Through this concise article, I aim to elucidate these two cancellation scenarios, alongside strategies for managing SQL errors, ensuring connection resilience through retries, and measuring query execution time. The accompanying code serves as a practical guide, demonstrating how to adjust timeouts dynamically in an attempt to successfully complete a query, should it face cancellation due to timeout constraints. This narrative not only shares a real-world scenario but also provides actionable insights for developers looking to fortify their .NET applications interacting with Azure SQL Database.

Introduction:

Understanding and managing query cancellations in asynchronous database operations are critical for maintaining the performance and reliability of .NET applications. This article stems from a real-world support scenario where a customer encountered unexpected query cancellations while interacting with Azure SQL Database. The issue brings to light the importance of distinguishing between cancellations caused by CommandTimeout and those triggered by CancellationToken, each requiring a distinct approach to error handling and application logic.

Cancellations: CommandTimeout vs. CancellationToken:

In asynchronous database operations, two primary types of cancellations can occur: one due to the command’s execution time exceeding the CommandTimeout limit, and the other due to a CancellationToken being invoked. Understanding the difference is crucial, as each scenario demands specific error handling strategies. A CommandTimeout cancellation typically indicates that the query is taking longer than expected, possibly due to database performance issues or query complexity. On the other hand, a cancellation triggered by a CancellationToken may be due to application logic deciding to abort the operation, often in response to user actions or to maintain application responsiveness.

Error Handling and Connection Resilience:

Errors during query execution, such as syntax errors or references to non-existent database objects, necessitate immediate attention and are not suitable for retry logic. The application must distinguish these errors from transient faults, where retry logic with exponential backoff can be beneficial. Moreover, connection resilience is paramount, and implementing a retry mechanism for establishing database connections ensures that transient network issues do not disrupt application functionality.

Measuring Query Execution Time:

Gauging the execution time of queries is instrumental in identifying performance bottlenecks and optimizing database interactions. The example code demonstrates using a Stopwatch to measure and log the duration of query execution, providing valuable insights for performance tuning.

Adaptive Timeout Strategy:

The code snippet illustrates an adaptive approach to handling query cancellations due to timeouts. By dynamically adjusting the CommandTimeout and CancellationToken timeout values upon encountering a timeout-related cancellation, the application attempts to afford the query additional time to complete in subsequent retries, where feasible.

Conclusion:

The intersection of CommandTimeout, CancellationToken, error handling, and connection resilience forms the crux of robust database interaction logic in .NET applications. This article, inspired by a real-world support case, sheds light on these critical aspects, offering a pragmatic code example that developers can adapt to enhance the reliability and performance of their applications when working with Azure SQL Database. The nuanced understanding and strategic handling of query cancellations, as discussed, are pivotal in crafting responsive and resilient .NET database applications.

Example C# code:

using System;
using System.Diagnostics;
using System.Data;
using System.Threading;
using System.Threading.Tasks;
using Microsoft.Data.SqlClient;

namespace CancellationToken
{
class Program
{
private static string ConnectionString = “Server=tcp:servername.database.windows.net,1433;User Id=MyUser;Password=MyPassword;Initial Catalog=MyDB;Persist Security Info=False;MultipleActiveResultSets=False;Encrypt=True;TrustServerCertificate=False;Connection Timeout=30;Pooling=true;Max Pool size=100;Min Pool Size=1;ConnectRetryCount=3;ConnectRetryInterval=10;Application Name=ConnTest”;
private static string Query = “waitfor delay ’00:00:20′”;

static async Task Main(string[] args)
{
SqlConnection connection = await EstablishConnectionWithRetriesAsync(3, 2000);
if (connection == null)
{
Console.WriteLine(“Failed to establish a database connection.”);
return;
}

await ExecuteQueryWithRetriesAsync(connection, 5, 1000, 30000,15);

connection.Close();
}

private static async Task<SqlConnection> EstablishConnectionWithRetriesAsync(int maxRetries, int initialDelay)
{
SqlConnection connection = null;
int retryDelay = initialDelay;

for (int attempt = 1; attempt <= maxRetries; attempt++)
{
try
{
connection = new SqlConnection(ConnectionString);
await connection.OpenAsync();
Console.WriteLine(“Connection established successfully.”);
return connection;
}
catch (SqlException ex)
{
Console.WriteLine($”Failed to establish connection: {ex.Message}. Attempt {attempt} of {maxRetries}.”);
if (attempt == maxRetries)
{
Console.WriteLine(“Maximum number of connection attempts reached. The application will terminate.”);
return null;
}

Console.WriteLine($”Waiting {retryDelay / 1000} seconds before the next connection attempt…”);
await Task.Delay(retryDelay);

retryDelay *= 2;
}
}

return null;
}

private static async Task ExecuteQueryWithRetriesAsync(SqlConnection connection, int maxRetries, int initialDelay, int CancellationTokenTimeout, int CommandSQLTimeout)
{
int retryDelay = initialDelay;

for (int attempt = 1; attempt <= maxRetries; attempt++)
{
using (var cts = new CancellationTokenSource())
{
cts.CancelAfter(CancellationTokenTimeout*attempt); // Set CancellationToken timeout

try
{
using (SqlCommand command = new SqlCommand(Query, connection))
{
command.CommandTimeout = CommandSQLTimeout*attempt;

Stopwatch stopwatch = Stopwatch.StartNew();

await command.ExecuteNonQueryAsync(cts.Token);

stopwatch.Stop();
Console.WriteLine($”Query executed successfully in {stopwatch.ElapsedMilliseconds} milliseconds.”);

return;
}
}
catch (TaskCanceledException)
{
Console.WriteLine($”Query execution was canceled by the CancellationToken. Attempt {attempt} of {maxRetries}.”);
}
catch (SqlException ex) when (ex.Number == -2)
{
Console.WriteLine($”Query execution was canceled due to CommandTimeout. Attempt {attempt} of {maxRetries}.”);
}
catch (SqlException ex) when (ex.Number == 207 || ex.Number == 208 || ex.Number == 2627)
{
Console.WriteLine($”SQL error preventing retries: {ex.Message}”);
return;
}
catch (Exception ex)
{
Console.WriteLine($”An exception occurred: {ex.Message}”);
return;
}

Console.WriteLine($”Waiting {retryDelay / 1000} seconds before the next query attempt…”);
await Task.Delay(retryDelay);

retryDelay *= 2;
}
}
}
}
}

Tests and Results:

In the course of addressing the query cancellation issue, we conducted a series of tests to understand the behavior under different scenarios and the corresponding exceptions thrown by the .NET application. Here are the findings:

Cancellation Prior to Query Execution:

Scenario: The cancellation occurs before the query gets a chance to execute, potentially due to reasons such as application overload or a preemptive cancellation policy.
Exception Thrown: TaskCanceledException
Internal Error Message: “A task was canceled.”
Explanation: This exception is thrown when the operation is canceled through a CancellationToken, indicating that the asynchronous task was canceled before it could begin executing the SQL command. It reflects the application’s decision to abort the operation, often to maintain responsiveness or manage workload.

Cancellation Due to CommandTimeout:

Scenario: The cancellation is triggered by reaching the CommandTimeout of SqlCommand, indicating that the query’s execution duration exceeded the specified timeout limit.
Exception Thrown: SqlException with an error number of -2
Internal Error Message: “Execution Timeout Expired. The timeout period elapsed prior to completion of the operation or the server is not responding.”
Explanation: This exception occurs when the query execution time surpasses the CommandTimeout value, prompting SQL Server to halt the operation. It suggests that the query may be too complex, the server is under heavy load, or there are network latency issues.

Cancellation Before CommandTimeout is Reached:

Scenario: The cancellation happens before the CommandTimeout duration is met, not due to the CommandTimeout setting but possibly due to an explicit cancellation request or an unforeseen severe error during execution.
Exception Thrown: General Exception (or a more specific exception depending on the context)
Internal Error Message: “A severe error occurred on the current command. The results, if any, should be discarded.rnOperation cancelled by user.”
Explanation: This exception indicates an abrupt termination of the command, potentially due to an external cancellation signal or a critical error that necessitates aborting the command. Unlike the TaskCanceledException, this may not always originate from a CancellationToken and can indicate more severe issues with the command or the connection.

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Are you a Viva Glint administrator looking for information on how to build your survey program? Are you looking for People Science best practices or to learn from fellow administrators such as yourself? As an administrator, you have access to a wealth of resources to help you take full advantage of everything Viva Glint has to offer.  

Check out this page for more information on: 

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Documentation – Find technical articles and guidance to help you through your Viva Glint journey  
Badging – Complete our recommended learning paths and modules to earn a digital badge and showcase your achievements 
Ask the Experts sessions – Join our monthly live sessions to learn best practices and get your questions answered about the product 

Learning with us  

Events – Attend our Viva Glint events that cover a range of topics sourced from our customer feedback 
Blogs – Stay up-to-date with thought leadership, newsletters, and program launches 

Connecting with us 

Newsletter – Register for this recurring email that highlights new announcements, features, and Viva Glint updates 
Product council – Be a part of a community that provides our team with feedback on how we can improve our products and services 

Connecting with others  

Learning Circles – Participate in these diverse groups to share knowledge, experiences, and challenges with fellow Viva Glint customers 
Cohorts – Join these groups to be connected to like-minded Viva Glint customers and hear topic-based best practices from our Viva Glint team (Coming Soon) 
Community – Engage with the Viva Community to ask questions, share ideas, and learn best practices through this online forum 

Be sure to leverage these resources to make the most of your role as an administrator and empower your organization to achieve more with Viva Glint! 

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In the realm of big data and cloud computing, efficiently managing and transferring data between different platforms and formats is paramount. Azure SQL Database, a fully managed relational database service by Microsoft, offers robust capabilities for handling large volumes of data. However, when it comes to importing data from Parquet files, a popular columnar storage format, Azure SQL Database’s native BULK INSERT command does not directly support this format. This article presents a practical solution using a C# console application to bridge this gap, leveraging the Microsoft.Data.SqlClient.SqlBulkCopy class for high-performance bulk data loading.

Understanding Parquet and Its Significance

Parquet is an open-source, columnar storage file format optimized for use with big data processing frameworks. Its design is particularly beneficial for complex nested data structures and efficient data compression and encoding schemes, making it a favored choice for data warehousing and analytical processing tasks.

The Challenge with Direct Data Loading

Azure SQL Database’s BULK INSERT command is a powerful tool for importing large volumes of data quickly. 

A C# Solution: Bridging the Gap

To overcome this limitation, we can develop a C# console application that reads Parquet files, processes the data, and utilizes SqlBulkCopy for efficient data transfer to Azure SQL Database. This approach offers flexibility and control over the data loading process, making it suitable for a wide range of data integration scenarios.

Step 1: Setting Up the Environment

Before diving into the code, ensure your development environment is set up with the following:

.NET Core or .NET Framework compatible with Microsoft.Data.SqlClient.
Microsoft.Data.SqlClient package installed in your project.
Parquet.Net package to facilitate Parquet file reading.

Step 2: Create the target table in Azure SQL Database.

create table parquet (id int, city varchar(30))

Step 3: Create Parquet File in C#

The following C# code allows to Parquet file using two columns ID and city. 

using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
using System.IO;
using Parquet;
using Parquet.Data;
using Parquet.Schema;

namespace ManageParquet
{
class ClsWriteParquetFile
{
public async Task CreateFile(string filePath)
{
var schema = new ParquetSchema( new DataField<int>(“id”), new DataField<string>(“city”));
var idColumn = new DataColumn( schema.DataFields[0], new int[] { 1, 2 });
var cityColumn = new DataColumn( schema.DataFields[1], new string[] { “L”, “D” });
using (Stream fileStream = System.IO.File.OpenWrite(filePath))
{
using (ParquetWriter parquetWriter = await ParquetWriter.CreateAsync(schema, fileStream))
{
parquetWriter.CompressionMethod = CompressionMethod.Gzip;
parquetWriter.CompressionLevel = System.IO.Compression.CompressionLevel.Optimal;
// create a new row group in the file
using (ParquetRowGroupWriter groupWriter = parquetWriter.CreateRowGroup())
{
groupWriter.WriteColumnAsync(idColumn);
groupWriter.WriteColumnAsync(cityColumn);
}
}
}
}
}
}

Step 4: Reading Parquet Files in C#

The first part of the solution involves reading the Parquet file. We leverage the ParquetReader class to access the data stored in the Parquet format.

In the following source code you could find two methods. The first method only read the parquet file and the second one reads and saves the data in a table of Azure SQL Database.

using Parquet;
using Parquet.Data;
using Parquet.Schema;
using System;
using System.Data;
using System.IO;
using System.Threading.Tasks;
using Microsoft.Data.SqlClient;

namespace ManageParquet
{

class ClsReadParquetFile
{
public async Task ReadFile(string filePath)
{
ParquetReader parquetReader = await ParquetReader.CreateAsync(filePath);//, options);

ParquetSchema schema = parquetReader.Schema;
Console.WriteLine(“Schema Parquet file:”);
foreach (var field in schema.Fields)
{
Console.WriteLine($”{field.Name}”);
}

for (int i = 0; i < parquetReader.RowGroupCount; i++)
{
using (ParquetRowGroupReader groupReader = parquetReader.OpenRowGroupReader(i))
{
foreach (DataField field in schema.GetDataFields())
{
Parquet.Data.DataColumn column = await groupReader.ReadColumnAsync(field);

Console.WriteLine($”Column Data of ‘{field.Name}’:”);
foreach (var value in column.Data)
{
Console.WriteLine(value);
}
}
}
}
}

public async Task ReadFileLoadSQL(string filePath)
{
ParquetReader parquetReader = await ParquetReader.CreateAsync(filePath);//, options);
//ParquetSchema schema = parquetReader.Schema;
var schema = new ParquetSchema(new DataField<int>(“id”), new DataField<string>(“city”));
DataTable dataTable = new DataTable();
dataTable.Columns.Add(“id”, typeof(int));
dataTable.Columns.Add(“city”, typeof(string));

for (int i = 0; i < parquetReader.RowGroupCount; i++)
{
using (ParquetRowGroupReader groupReader = parquetReader.OpenRowGroupReader(i))
{

var idColumn = new Parquet.Data.DataColumn(schema.DataFields[0], new int[] { 1, 2 });
var cityColumn = new Parquet.Data.DataColumn(schema.DataFields[1], new string[] { “L”, “D” });
for (int j = 0; j < idColumn.Data.Length; j++)
{
var row = dataTable.NewRow();
row[“id”] = idColumn.Data.GetValue(j);
row[“city”] = cityColumn.Data.GetValue(j);
dataTable.Rows.Add(row);
}
}
}

using (SqlConnection dbConnection = new SqlConnection(“Server=tcp:servername.database.windows.net,1433;User Id=MyUser;Password=MyPassword!;Initial Catalog=MyDb;Persist Security Info=False;MultipleActiveResultSets=False;Encrypt=True;TrustServerCertificate=False;Connection Timeout=30;Pooling=true;Max Pool size=100;Min Pool Size=1;ConnectRetryCount=3;ConnectRetryInterval=10;Application Name=ConnTest”))
{
await dbConnection.OpenAsync();
using (SqlBulkCopy s = new SqlBulkCopy(dbConnection))
{
s.DestinationTableName = “Parquet”;
foreach (System.Data.DataColumn column in dataTable.Columns)
{
s.ColumnMappings.Add(column.ColumnName, column.ColumnName);
}

await s.WriteToServerAsync(dataTable);
}
}
}
}
}

Conclusion

This C# console application demonstrates an effective workaround for loading data from Parquet files into Azure SQL Database, circumventing the limitations of the BULK INSERT command. By leveraging the .NET ecosystem and the powerful SqlBulkCopy class, developers can facilitate seamless data integration processes, enhancing the interoperability between different data storage formats and Azure SQL Database.

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Microsoft 365 offers the cloud-backed apps, security, and storage that customers worldwide rely on to achieve more in a connected world – and lays a foundation for leveraging generative AI to go even further. However, we know that some customers have niche yet important scenarios that require a truly long-term servicing channel: regulated devices that cannot accept feature updates for years at a time, process control devices on the manufacturing floor that are not connected to the internet, and specialty systems like medical testing equipment that run embedded apps that must stay locked in time. For these special cases, Microsoft continues to offer and support the Office Long-Term Servicing Channel (LTSC). Today we are pleased to announce that the commercial preview of the next Office LTSC release – Office LTSC 2024 – will begin next month, with general availability to follow later this year.  

About this release

Like earlier perpetual versions of Office, Office LTSC 2024 will include only a subset of the value found in Microsoft 365 Apps, building on the features included in past releases. New features for Office LTSC 2024 include: new meeting creation options and search enhancements in Outlook, dozens of new Excel features and functions including Dynamic Charts and Arrays; and improved performance, security, and accessibility.  Office LTSC 2024 will not ship with Microsoft Publisher, which is being retired, or with the Microsoft Teams app, which is available to download separately.

While Office LTSC 2024 offers many significant improvements over the previous Office LTSC release, as an on-premises product it will not offer the cloud-based capabilities of Microsoft 365 Apps, like real-time collaboration; AI-driven automation in Word, Excel, and PowerPoint; or cloud-backed security and compliance capabilities that give added confidence in a hybrid world. And with device-based licensing and extended offline access, Microsoft 365 offers deployment options for scenarios like computer labs and submarines that require something other than a user-based, always-online solution. Microsoft 365 (or Office 365) is also required to subscribe to Microsoft Copilot for Microsoft 365; as a disconnected product, Office LTSC does not qualify.

As with previous releases, Office LTSC 2024 will still be a device-based “perpetual” license, supported for five years under the Fixed Lifecycle Policy, in parallel with Windows 11 LTSC, which will also launch later this year. And because we know that many customers deploy Office LTSC on only a subset of their devices, we will continue to support the deployment of both Office LTSC and Microsoft 365 Apps to different machines within the same organization using a common set of deployment tools.

Office LTSC is a specialty product that Microsoft has committed to maintaining for use in exceptional circumstances, and the 2024 release provides substantial new feature value for those scenarios. To support continued innovation in this niche space, Microsoft will increase the price of Office LTSC Professional Plus, Office LTSC Standard, Office LTSC Embedded, and the individual apps by up to 10% at the time of general availability. And, because we are asked at the time of release if there will be another one, I can confirm our commitment to another release in the future.

We will provide additional information about the next version of on-premises Visio and Project in the coming months.

Office 2024 for consumers

We are also planning to release a new version of on-premises Office for consumers later this year: Office 2024. Office 2024 will also be supported for five years with the traditional “one-time purchase” model. We do not plan to change the price for these products at the time of the release. We will announce more details about new features included in Office 2024 closer to general availability.  

Embracing the future of work

The future of work in an AI-powered world is on the cloud. In most customer scenarios, Microsoft 365 offers the most secure, productive, and cost-effective solution, and positions customers to unlock the transformative power of AI with Microsoft Copilot. Especially as we approach the end of support for Office 2016 and Office 2019 in October 2025, we encourage customers still using these solutions to transition to a cloud subscription that suits their needs as a small business or a larger organization. And for scenarios where that is not possible – where a disconnected, locked-in-time solution is required – this new release reflects our commitment to supporting that need.

FAQ

Q: Will the next version of Office have a Mac version?

A: Yes, the next version of Office will have both Windows and Mac versions for both commercial and consumer.

Q: Will the next version of Office be supported on Windows 10?

A: Yes, Office LTSC 2024 will be supported on Windows 10 and Windows 10 LTSC devices (with the exception of Arm devices, which will require Windows 11).

Q: Will the next version support both 32- and 64-bit?

A: Yes, the next version of Office will ship both 32-and 64-bit versions.

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We recently identified an issue where users with iOS/iPadOS devices enrolling with Automated Device Enrollment (ADE) are unable to sign in to the Intune Company Portal app for iOS/iPadOS. Instead, they’re incorrectly prompted to navigate to the Intune Company Portal website to enroll their device, and they are unable to complete enrollment. This issue occurs for newly enrolled ADE users that are targeted with an “Account driven user enrollment” or “Web based device enrollment” enrollment profile and just in time (JIT) registration has not been set up.

While we’re actively working on resolving this issue, we always recommend organizations using iOS/iPadOS ADE to have JIT registration set up for their devices for the best and most secure user experience. For more information review: Set up just in time registration.

Stay tuned to this blog for updates on the fix! If you have any questions, leave a comment below or reach out to us on X @IntuneSuppTeam.

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This is your chance to be recognized as part of the Microsoft Partner of the Year Awards! Nominate before the April 3 deadline.

Celebrated annually, these awards recognize the incredible impact that Microsoft partners are delivering to customers and celebrate the outstanding successes and innovations across Solution Areas, industries, and key areas of impact, with a focus on strategic initiatives and technologies. Partners of all types, sizes, and geographies are encouraged to self-nominate. This is an opportunity for partners to be recognized on a global scale for their innovative solutions built using Microsoft technologies.

In addition to recognizing partners for the impact in our award categories, we also recognize partners from over 100 countries/regions around the world as part of the Country/Region Partner of the Year Awards. In 2024, we’re excited to offer additional opportunities to recognize partner impact through new awards – read our blog to learn more and download the official guidelines for specific eligibility requirements.

Find resources on how to write a great entry, FAQs and more on our the Partner of the Year Awards website.

Nominate here!

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