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...

06/05/2026

ZEISS CinCraft LensCore: Cinema Lens Looks for Compositing

ZEISS CinCraft LensCore: Cinema Lens Looks for Compositing Brie Clayton May 6, 2026 0 Comments ZEISS announces the launch of CinCraft LensCore, a nove...

06/05/2026

Wisycom Solves Extreme RF Challenges Across Miles of Live Action for Gravity Media

Wisycom Solves Extreme RF Challenges Across Miles of Live Action for Gravity Med...

06/05/2026

NAB Launches Weekly Podcast on Local Broadcast Policy

Share Copy link Facebook X Linkedin Bluesky Email...

06/05/2026

Mavis Launches Mavis Studio iPad For Media Production

Share Copy link Facebook X Linkedin Bluesky Email...

06/05/2026

Narrative Entertainment partners with Encompass to provid...

Narrative Entertainment has partnered with Encompass to deliver high-quality subtitling of its Great! network content using the Altitude Intelligence AI assiste...

06/05/2026

SipRadius extends its seamless creation and connectivity...

SipRadius, widely recognized for making content processing and connectivity secure and seamless, is proud to launch a dramatic new approach to AI content creati...

06/05/2026

Big Blue Marble at ANGA COM - TV as a Service in the spot...

When the broadband and media industry gathers at ANGA COM in Cologne from May 19 to 21, Big Blue Marble will be at the forefront. The international broadcast an...

06/05/2026

Cinegy makes its MPTS debut with software-defined televis...

Cinegy GmbH, a leading developer of software-defined television technology, is proud to exhibit at MPTS for the first time. Visitors to the stand will discover ...

06/05/2026

Val Jeanty Receives 2026 Doris Duke Artist Award

Val Jeanty Receives 2026 Doris Duke Artist Award Jeanty, a composer, percussionist, and turntablist, is the fourth Berklee recipient of the prestigious award ...

06/05/2026

Zeiss Launches CinCraft LensCore

Share Copy link Facebook X Linkedin Bluesky Email...

06/05/2026

Gomez Urges Rigorous FCC Review of Paramount-WBD Merger

Share Copy link Facebook X Linkedin Bluesky Email...

06/05/2026

Wisycom Solves Extreme RF Challenges Across Miles of Live...

When live cycling races and international marathons stretch for miles across cities and countryside, there is no margin for RF failure in live broadcast. As Chi...

06/05/2026

ZEISS CinCraft LensCore - Cinema Lens Looks for Compositi...

Oberkochen/Germany, May 5, 2026 ZEISS announces the launch of CinCraft LensCore, a novel solution for creating physically based cinematic lens looks for visual...

06/05/2026

Calling all animal lovers, The Shelter: Animal SOS returns for a sixth season

Friday 8 May on RT One and RT Player Meet the NSPCA team caring for and protecting animals in need in this six-part series Fly on the wall, six-part series...

06/05/2026

NVIDIA Spectrum-X - the Open, AI-Native Ethernet Fabric - Sets the Standard for Gigascale AI, Now With MRC

The race to build the world's most powerful AI factories demands networking ...

06/05/2026

May 05, 2026

How changes to proteins can alter drug interactions for new precision therapies Scripps Research team maps how chemical modifications to proteins affect drug bi...

05/05/2026

Lessons from fragile contexts on responding to disinformation

Experts from the world of academia, tech, business, politics and media convened for a Thomson Talks at the Cambridge Disinformation Summit in April. It's th...

05/05/2026

Samsung Galaxy S26 Ultra Phone Cameras Bring New Excitement to Street League Skateboarding

Three phones were hardwired for power and transmission to the truck; camera feat...

05/05/2026

Case Study: How Zaki Rose Rebuilt Its Production Infrastructure, and What It Means for Sports Content Creators

The creative studio behind campaigns for the NBA, Fanatics Sportsbook & Casino, ...

05/05/2026

Nielsen Co-Viewing Pilot Shows Average 4% Viewership Increase for February Live Events

Nielsen has announced results from a co-viewing pilot program covering February&...

05/05/2026

Nippon TV and FOR-A Win NAB Product of the Year and Future Best of Show Awards for viztrick AiDi

viztrick AiDi, an on-device AI solution developed by Nippon TV, delivered global...

05/05/2026

ARRI Introduces Omnibar LED Linear Fixture for Film, Live Entertainment, and Content Creation

ARRI has announced Omnibar, a battery-powered, IP65-rated multi-color LED linear...

05/05/2026

France Tlvisions Becomes First Broadcaster to Deploy Imagine Communications SNP-XS

Imagine Communications has announced that France T l visions is the first broadc...

05/05/2026

WNBA Announces Historic Canadian Media Rights Agreement with Bell Media

The Women's National Basketball Association (WNBA) and Bell Media today announced a multiyear agreement to broadcast and stream WNBA games in Canada beginni...

05/05/2026

Save the Date: SVG Remote Production Forum Heads to WBD's Techwood Studios in Atlanta on Sept. 23-24

SVG is proud to announce Warner Bros. Discovery's Techwood Studios in Atlant...

05/05/2026

Look Who's Talking: ESPN Integrates New Automated Commentator-ID Technology Into Scorebar Graphic for UFL Coverage

With no operator required, AutoMic workflow automates talent identification on U...

05/05/2026

Return Flight: How Live Broadcast Drones Died - and Were Reborn - on the Ski Slopes of Northern Italy

A crash in 2015 set the industry back, but this winter proved that drones are he...

05/05/2026

RADAR Spotlights the Next Generation of Asian Artists, From Indonesia to Taiwan

Another year, and more proof that Asia continues to shape some of the world's most exciting new sounds. This year's RADAR artists draw from deep local r...

05/05/2026

Spotify and ACL Music Fest Team Up to Give Fans a Personalized Experience for 2026

The Austin City Limits Music Fest 2026 lineup just dropped, and this year, Spoti...

05/05/2026

Bjooks to launch Beat Gems Kickstarter

New drum machine book campaign incoming Bjooks have announced that during Superbooth 2026, they will be launching a Kickstarter campaign to fund the product...

05/05/2026

Native Instruments release Komplete 26

Flagship all-in-one production bundle updated The latest version of Native Instruments' flagship virtual instrument and plug-in bundle has just been ann...

05/05/2026

Rohde & Schwarz to host RF Testing Innovations Forum 2026, helping design engineers elevate their RF expertise

Rohde & Schwarz to host RF Testing Innovations Forum 2026, helping design engine...

05/05/2026

L3Harris Provides Key Technologies for Newly Commissioned Navy Submarines

L3Harris provides communications, electronic warfare, sensors and mission systems that enable Virginia-class submarine crews to operate with confidence in conte...

05/05/2026

AgileTV consolidates its strength in 2025: EBITDA and cash conversion increase thanks to revenue growth and operational efficiency

The company grew by 7.6% in net revenue and 16.3% in EBITDA, achieving a 33% inc...

05/05/2026

Gray Media Closes Purchase of 10 Allen Media Group Stations

Share Copy link Facebook X Linkedin Bluesky Email...

05/05/2026

Dang Ly Joins Operative as Chief Product Officer

Share Copy link Facebook X Linkedin Bluesky Email...

05/05/2026

CIMM, TVB Release Local TV Currency Measurement Guidelines

Share Copy link Facebook X Linkedin Bluesky Email...

05/05/2026

ARRI Introduces Omnibar LED Linear Fixture

Share Copy link Facebook X Linkedin Bluesky Email...

05/05/2026

France Televisions Continues ST 2110 Migration With Imagi...

Project Marks First Major Broadcast Deployment of Latest Addition to SNP Lineup Imagine Communications today announced that France T l visions is the first br...

05/05/2026

Shotoku Broadcast Systems Wins 2026 NAB Show Product of t...

Shotoku Broadcast Systems Wins 2026 NAB Show Product of the Year Award Shotoku Broadcast Systems announced today that its Swoop range of robotic cranes has be...

05/05/2026

DigitalGlues creativespace Intelligence Wins Futures Best...

DigitalGlue's creative.space Intelligence Wins Future's Best of Show Award, Presented by TV Tech creative.space Intelligence (CSI), part of the creativ...

05/05/2026

Zixi Showcases Next-Generation Live Video Workflows and M...

Zixi, a leader in live video delivery and workflow orchestration, will showcase next-generation broadcast workflows at the Media Production and Technology Show ...

05/05/2026

Stingr marks its launch with a new approach to second-screen interactivity

Stingr marks its launch with a new approach to second-screen interactivity Brie Clayton May 5, 2026 0 Comments Huge leap forward in revenues and engag...

05/05/2026

Shotoku Broadcast Systems Wins 2026 NAB Show Product of the Year Award

Shotoku Broadcast Systems Wins 2026 NAB Show Product of the Year Award Brie Clayton May 5, 2026 0 Comments Shotoku Broadcast Systems announced today tha...

05/05/2026

DHD to Promote Latest Advances in Audio Production at MPT...

Following a successful NAB Show in Las Vegas, DHD will promote examples from its wide range of broadcast-quality audio production equipment at the May 13th-14th...

05/05/2026

LucidLink Redefines Cloud Media Workflows at MPTS 2026

LucidLink today announced its programme for MPTS 2026, where it will exhibit at Stand M59 at Olympia London, 13 to 14 May. The company will showcase its latest ...