AI Powered Self-Healing 4G LTE Networks with Altran – Intel on AI – Episode 58
Intel on AI17 Jun 2020

AI Powered Self-Healing 4G LTE Networks with Altran – Intel on AI – Episode 58

In this Intel on AI podcast episode: 4G/ LTE network is a preferred method of information transfer today and is becoming more and more crucial in our extremely connected lives. To keep up with the ever-increasing volume of traffic, the network is constantly changing and becoming more and more complex. Legacy rules-based network automation techniques are not working, and communication service providers need to use predictive health analytics to monitor, predict and optimizing the behavior of 4G/LTE network continuously. Networks need to become 'intelligent' and can take care of themselves?. Subhankar Pal, the Assistant Vice President of Research and Innovation at Altran, joins the Intel on AI podcast to discuss how Altran's NetAnticipate framework is driving state-of-the-art self-learning networks through continuous self-feedback.

Subhankar illustrates how Altran's NetAnticipate uses advanced deep learning (DL) models for channel quality prediction and health analytics of 4G/LTE radio networks. He talks about how the solution involves network behavior prediction using key performance indicators in multi-cell mobility scenarios along with several regression and classification models chained together to achieve its network prediction. Subhankar also describes how the Intel AI Builders team helped with optimization testing of Intel optimized Python and Tensorflow to enable Altran to reduce training time and improve model performance so their customers can use existing Intel based hardware to achieve their network automation. Finally, Subhankar discusses the future of 5G technology and how Altran is enabling the future of LTE networks.

To learn more, visit:
altran.com

Visit Intel AI Builders at:
builders.intel.com/ai

Episoder(137)

Building AI Tools to Transform Sales and Marketing, an Inside Look

Building AI Tools to Transform Sales and Marketing, an Inside Look

Learn about building cutting-edge AI tools, tailored for internal use with Intel experts Boaz Efroni Rotman and Barbara Roos. They dive into the creation of IGPT and VITA, Intel's innovative solutions...

5 Des 202428min

Real-world applications driving sustainability and productivity, with Scott Tease

Real-world applications driving sustainability and productivity, with Scott Tease

Explore real-world applications driving sustainability, productivity, and accessibility, from disaster prediction to personalized banking and interactive kiosks. Join Scott Tease, VP and GM of Lenovo...

21 Nov 202432min

Accelerating Enterprise AI Adoption with RAG Solutions

Accelerating Enterprise AI Adoption with RAG Solutions

Dive into the transformative potential of Retrieval Augmented Generation (RAG) with Intel's Bill Pearson and Deloitte's Baris Sarer. In this episode, they discuss how RAG combines enterprise data with...

8 Nov 202430min

Building AI for Low-Resource Languages: Bezoku's Innovative Approach

Building AI for Low-Resource Languages: Bezoku's Innovative Approach

Learn about the development of low-resource language models with Ian Gilmour, founder of Euler Digital and creator of Bezoku. Ian shares how Bezoku evolved from AI Forum, addressing the challenge of ...

10 Okt 202430min

Improving Developer Benefits Through AWS and Hugging Face Collaboration

Improving Developer Benefits Through AWS and Hugging Face Collaboration

Tune in to learn about the future of AI deployments, from cost-effective CPU instances to the seamless integration of multiple models for robust AI systems with Jeff Boudier from Hugging Face and Sude...

26 Sep 202423min

Accelerating AI at the Edge with Oracle Roving Edge Infrastructure

Accelerating AI at the Edge with Oracle Roving Edge Infrastructure

Learn about the origins of Oracle's Roving Edge Device, and how the next-gen iteration with updated Intel processors is leading to breakthrough advancements in defense, agriculture, and healthcare. Re...

11 Sep 202415min

Leveraging the Transformative Power of Agentic Workflows

Leveraging the Transformative Power of Agentic Workflows

In this episode, Sean Phan from Pixel ML explores the transformative power of agentic workflows in automating complex processes and enhancing operational efficiency across industries. He shares insigh...

29 Aug 202423min

Enterprise AI Insights: Navigating the Future of Business

Enterprise AI Insights: Navigating the Future of Business

Explore the transformative potential of AI in the enterprise, guided by insights from Anil Nanduri, Vice President and Head of Intel AI Accelerator Office. Learn why integrating AI is crucial for stay...

15 Aug 202431min

Populært innen Politikk og nyheter

giver-og-gjengen-vg
aftenpodden
aftenpodden-usa
forklart
popradet
stopp-verden
dine-penger-pengeradet
rss-gukild-johaug
det-store-bildet
nokon-ma-ga
fotballpodden-2
lydartikler-fra-aftenposten
hanna-de-heldige
rss-ness
aftenbla-bla
rss-espen-lee-usensurert
rss-dannet-uten-piano
rss-penger-polser-og-politikk
frokostshowet-pa-p5
e24-podden