Sony Pixel Power calrec Sony

Open for Development: NVIDIA Works With Cloud-Native Community to Advance AI and ML

14/11/2024

Cloud-native technologies have become crucial for developers to create and implement scalable applications in dynamic cloud environments.

This week at KubeCon + CloudNativeCon North America 2024, one of the most-attended conferences focused on open-source technologies, Chris Lamb, vice president of computing software platforms at NVIDIA, delivered a keynote outlining the benefits of open source for developers and enterprises alike - and NVIDIA offered nearly 20 interactive sessions with engineers and experts.

The Cloud Native Computing Foundation (CNCF), part of the Linux Foundation and host of KubeCon, is at the forefront of championing a robust ecosystem to foster collaboration among industry leaders, developers and end users.

As a member of CNCF since 2018, NVIDIA is working across the developer community to contribute to and sustain cloud-native open-source projects. Our open-source software and more than 750 NVIDIA-led open-source projects help democratize access to tools that accelerate AI development and innovation.

Empowering Cloud-Native Ecosystems NVIDIA has benefited from the many open-source projects under CNCF and has made contributions to dozens of them over the past decade. These actions help developers as they build applications and microservice architectures aligned with managing AI and machine learning workloads.

Kubernetes, the cornerstone of cloud-native computing, is undergoing a transformation to meet the challenges of AI and machine learning workloads. As organizations increasingly adopt large language models and other AI technologies, robust infrastructure becomes paramount.

NVIDIA has been working closely with the Kubernetes community to address these challenges. This includes:

Work on dynamic resource allocation (DRA) that allows for more flexible and nuanced resource management. This is crucial for AI workloads, which often require specialized hardware. NVIDIA engineers played a key role in designing and implementing this feature.

Leading efforts in KubeVirt, an open-source project extending Kubernetes to manage virtual machines alongside containers. This provides a unified, cloud-native approach to managing hybrid infrastructure.

Development of NVIDIA GPU Operator, which automates the lifecycle management of NVIDIA GPUs in Kubernetes clusters. This software simplifies the deployment and configuration of GPU drivers, runtime and monitoring tools, allowing organizations to focus on building AI applications rather than managing infrastructure.

The company's open-source efforts extend beyond Kubernetes to other CNCF projects:

NVIDIA is a key contributor to Kubeflow, a comprehensive toolkit that makes it easier for data scientists and engineers to build and manage ML systems on Kubernetes. Kubeflow reduces the complexity of infrastructure management and allows users to focus on developing and improving ML models.

NVIDIA has contributed to the development of CNAO, which manages the lifecycle of host networks in Kubernetes clusters.

NVIDIA has also added to Node Health Check, which provides virtual machine high availability.

And NVIDIA has assisted with projects that address the observability, performance and other critical areas of cloud-native computing, such as:

Prometheus: Enhancing monitoring and alerting capabilities

Envoy: Improving distributed proxy performance

OpenTelemetry: Advancing observability in complex, distributed systems

Argo: Facilitating Kubernetes-native workflows and application management

Community Engagement NVIDIA engages the cloud-native ecosystem by participating in CNCF events and activities, including:

Collaboration with cloud service providers to help them onboard new workloads.

Participation in CNCF's special interest groups and working groups on AI discussions.

Participation in industry events such as KubeCon + CloudNativeCon, where it shares insights on GPU acceleration for AI workloads.

Work with CNCF-adjacent projects in the Linux Foundation as well as many partners.

This translates into extended benefits for developers, such as improved efficiency in managing AI and ML workloads; enhanced scalability and performance of cloud-native applications; better resource utilization, which can lead to cost savings; and simplified deployment and management of complex AI infrastructures.

As AI and machine learning continue to transform industries, NVIDIA is helping advance cloud-native technologies to support compute-intensive workloads. This includes facilitating the migration of legacy applications and supporting the development of new ones.

These contributions to the open-source community help developers harness the full potential of AI technologies and strengthen Kubernetes and other CNCF projects as the tools of choice for AI compute workloads.

Check out NVIDIA's keynote at KubeCon + CloudNativeCon North America 2024 delivered by Chris Lamb, where he discusses the importance of CNCF projects in building and delivering AI in the cloud and NVIDIA's contributions to the community to push the AI revolution forward.
LINK: https://blogs.nvidia.com/blog/open-source-cloud-native-ai-ml/...
See more stories from nvidia

Most recent headlines

05/01/2027

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be demoed at CES 2026

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...

04/08/2026

Dalet Announces Commercial Availability of Dalia, Bringing Media-Aware Agentic AI to Enterprise Productions

Dalet, a leading technology and service provider for media-rich organizations, t...

04/07/2026

Detective Conan: Fallen Angel of the Highway Opens in Dolby Cinemas Across Japan, Presented in Dolby Atmos and Dolby ...

April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...

01/06/2026

Dolby Sets the New Standard for Premium Entertainment at CES 2026

January 6 2026, 05:30 (PST) Dolby Sets the New Standard for Premium Entertainment at CES 2026 Throughout the week, Dolby brings to life the latest innovatio...

02/05/2026

Dalet Flex LTS Delivers Smarter Search, Faster Editing, and an AI-Ready Foundation for Modern Media

Dalet, a leading technology and service provider for media-rich organizations, t...

01/05/2026

NBCUniversal's Peacock to Be First Streamer to Integrate Dolby's Full Suite of Premium Picture and Sound Innovations

January 5 2026, 18:30 (PST) NBCUniversal's Peacock to Be First Streamer to ...

22/04/2026

Bolin Demos New PTZ Cameras and Controller at 2026 NAB Show

Share Copy link Facebook X Linkedin Bluesky Email...

22/04/2026

Anchor Audio Launches Beacon 3

Share Copy link Facebook X Linkedin Bluesky Email...

22/04/2026

FCC Grants WSWB TV License Transfer to Sinclair

Share Copy link Facebook X Linkedin Bluesky Email...

22/04/2026

Telemundo Puerto Rico Streaming Channel Launches On Prime Video

Share Copy link Facebook X Linkedin Bluesky Email...

22/04/2026

Chyron Announces PRIME Translate

Share Copy link Facebook X Linkedin Bluesky Email...

22/04/2026

TV Tech Announces Winners of Best of Show Awards at 2026 NAB Show

Share Copy link Facebook X Linkedin Bluesky Email...

21/04/2026

Live From NAB 2026: BitFires Colin Bonzey on Growing Spark Platform for Live Cloud-Based Productions

Cloud-based production isnt going anywhere, and BitFire is doubling down by prov...

21/04/2026

Live From NAB 2026: AWSs Jason Dvorkin, Regina Rossi on Driving Innovation With Al-Based Workflows

The topic of artificial intelligence has a stranglehold on the sports-video-prod...

21/04/2026

Live From NAB 2026: T-Mobile for Business' Jason Schnellbacher on Enhancing 5G for Sports Fans, Broadcasters

5G is still a hot topic in live event production, and this workflow continues to...

21/04/2026

Live From NAB 2026: Appears Ed McGivern on Fox Sports Deal, New XM Platform, and VX Software Debut

At the 2026 NAB Show, Ed McGivern, GM and President of Appear US, discusses the ...

21/04/2026

NAB 2026: Studio Network Solutions launches on-premise AI suite for media production workflows

Studio Network Solutions (SNS) has announced an on-premise AI suite designed for...

21/04/2026

NAB 2026: Suite Studios integrates file-streaming technology into Frame.io Drive

Suite Studios has integrated its file-streaming technology into the newly announced Frame.io Drive, a desktop application from Adobe company Frame.io. The colla...

21/04/2026

NAB 2026: Net Insight integrates InSync FrameFormer into Nimbra Edge for media processing

Net Insight has integrated InSync Technology's FrameFormer into the Nimbra E...

21/04/2026

NAB 2026: Fox Sports selects Appear X Platform for live production infrastructure

Fox Sports has selected Appear as a technology partner to support the next phase...

21/04/2026

NAB 2026: Diversified appoints Tyler Affolter as Chief Revenue Officer

Diversified has appointed Tyler Affolter as Chief Revenue Officer (CRO) to lead the company's commercial organisation. The appointment follows the firm'...

21/04/2026

NAB 2026: Layercake integrates Bitmovin into Streamcake platform for end-to-end media orchestration

Layercake has formalised the integration of Bitmovin's video streaming infra...

21/04/2026

NAB 2026: International Judo Federation extends global content distribution partnership with SES

The International Judo Federation (IJF) has extended its distribution partnershi...

21/04/2026

NAB 2026: Glookast integrates Cinnafilm Tachyon plugin to enable GPU-accelerated video processing

Glookast has launched the Cinnafilm Tachyon plugin for its Media Producer and Me...

21/04/2026

NAB 2026: Cadena Tres selects Eutelsat for television signal distribution in Mexico

Eutelsat has entered into an agreement with Cadena Tres, a division of Grupo Ima...

21/04/2026

NAB 2026: Dolby and TV Azteca deploy Dolby Atmos for free-to-air broadcast

Dolby Laboratories and TV Azteca have partnered to introduce Dolby Atmos immersive audio to free-to-air television broadcasts. The implementation utilises the A...

21/04/2026

Verizon and FOX Entertainment leverage 5G and AI for remote production of Extracted

FOX Entertainment partnered with Verizon to overcome significant production hurd...

21/04/2026

NAB 2026: Osprey Video to showcase expanded IP infrastructure and orchestration at NAB Show 2026

Osprey Video has announced its technology showcase for the NAB Show 2026, highli...

21/04/2026

NAB 2026: Riedel introduces IP-based production updates including multiviewer, commentary control and audio connectivity solutions

Riedel Communications (Booth C4908) introduced a range of new solutions at NAB S...

21/04/2026

SportsTechBuzz at NAB 2026, Day 3: Live Reports From the Show Floor in Vegas

The NAB Show is in full swing, and the SVG and SVG Europe editorial teams are chasing down the hottest stories from all over the Las Vegas Convention Center. He...

21/04/2026

NAB 2026: Blackmagic Design Announces URSA Cine Immersive 100G and URSA Cine Live Encoder

Blackmagic Design has announced the URSA Cine Immersive 100G, an immersive cinem...

21/04/2026

Live From NAB 2026: Clark Wire & Cables David McCarthy Showcases New Connectivity, Enclosure Solutions for Modern Broadcast Workflows at NAB Show 2026

Clark Wire & Cable is continuing its evolution from cable supplier to full-scale solutions partner for broadcast and live production. At the 2026 NAB Show, we s...

21/04/2026

Ricky Sensitively Portrays a Post-Incarceration Coming-of-Age

Rashad Frett attends the 2025 Sundance Film Festival premiere of Ricky at Eccles Theatre on January 24, 2025, in Park City, UT. (Photo by George Pimentel/Shut...

21/04/2026

5 Years of Spotify in Pakistan: The Trends Shaping the Country's Music Scene

Five years ago, Spotify arrived in Pakistan, opening a new chapter in the country's music scene. Since then, local listeners have explored across genres, ge...

21/04/2026

The Next Wave of RADAR Spain Artists Arrives for 2026

Since its launch in 2020, RADAR has been our program for spotlighting emerging artists around the world. This year marks the sixth edition of RADAR Spain, our o...

21/04/2026

EverSync SP-10 from Cloudvocal

Offers compact wireless solution for pedalboards Taiwanese audio brand Cloudvocal have announced the availability of a new pedalboard-friendly wireless syst...

21/04/2026

Arturia launch Augmented Persia

Latest hybrid sampling/synthesis instrument arrives Arturia's Augmented series offerings rely on a mixture of sampling and synthesis, allowing users to ...

21/04/2026

Rohde & Schwarz to host Power Electronics Online Conference From Design to Validation in May

Rohde & Schwarz to host Power Electronics Online Conference From Design to Vali...

21/04/2026

MAS and Lockheed Martin Announce F-35 Sustainment Partnership in Quebec

MAS and Lockheed Martin partner to establish an F-35 depot in Canada, enabling in-country sustainment and creating high-skilled aerospace jobs....

21/04/2026

Nielsen data shows Australian outdoor and sport retailers are changing how they advertise to win over outdoor enthusiasts

Advertising strategies shift as competition grows for a large, active and qualit...

21/04/2026

ATSC Celebrates 3.0's Global Expansion

Share Copy link Facebook X Linkedin Bluesky Email...

21/04/2026

Cinematic Feel Makes Survivor' Built to Last

Share Copy link Facebook X Linkedin Bluesky Email...

21/04/2026

Live Event Technology Expands Fan Engagement

Share Copy link Facebook X Linkedin Bluesky Email...

21/04/2026

MS NOW Uses Community to Build Up Its Brand

Share Copy link Facebook X Linkedin Bluesky Email...

21/04/2026

Why Broadcast Is Well-Positioned to Safeguard Freedom of Speech

Share Copy link Facebook X Linkedin Bluesky Email...

21/04/2026

AWS Demos AI Tools to Deliver Vertical Video

Share Copy link Facebook X Linkedin Bluesky Email...

21/04/2026

Video Podcasting Leaps in Popularity

Share Copy link Facebook X Linkedin Bluesky Email...

21/04/2026

Audio Systems Get Boost From Cloud and AI

Share Copy link Facebook X Linkedin Bluesky Email...

21/04/2026

Layercake Deepens Bitmovin Integration to Power End-to-End Media Orchestration with Streamcake

Layercake Deepens Bitmovin Integration to Power End-to-End Media Orchestration w...