Stephen Foskett and Andy Thurai are joined by Chris Grundemann to discuss how AI is used in enterprise networking, and how it is changing the industry. They begin with a discussion of AI in enterprise networking, connecting it with software-defined networking and other trends. What network management tasks can be improved through the use of AI? Grundemann looks to using the technology in root cause analysis and fault correlation as well as prediction of network events. The discussion then turns to the ways that AI workloads will change the workload or demand on networking. AI systems demand data, throughput, and low latency, and the networking must adapt to support these workloads.

As Chris’ Editor for Exploring IPv6, a Day One book, he kept to his schedule, output exceedingly lucid prose, and gave a sense of instructional design to an extraordinary tough technology to deploy. On time, better than could be expected, and executed with grace.

Patrick Ames, Juniper Networks

Chris is a consummate professional. Motivated, expressive, talented in everything he attempts. His skills in making things happen for the better are top notch.

Mark Woodworth, CableLabs

We appreciated his work ethics and clarity of thought. His mind was always on the “next step” and kept us all on our toes.

Ed Partch, American Tech Support

Chris is one of the most professional individuals I have ever worked with. His dedication to the success of our organization was paramount. I always relied on him to engage in intricate troubles knowing they would receive appropriate attention and follow through. Chris is an immediate asset to any organization and is most certainly.

Jim Meslovich, CenturyLink Business for Enterprise

In a wireless organization the network your products operate on needs to be reliable, dependable and operating at top efficiency. Chris made sure that was a reality. Chris was a leader in the day to day operation of our network, on initiating improvement designs for the future and helping out the other departments to close performance gaps. There was never a problem to hard to solve, a solution he was not willing to seek out or a cutting edge idea he hadn’t already researched.

Wayne Gibson, WavMax

Ben Book, GigaOm

Together we conquered many challenges, won impossible battles in the vendor industry and created a unique security practice. He has an interesting set of talents of being an engineer, innovator, and a thought leader, but never mixes any of these roles. That is what makes him successful as a leader. “Never be comfortable” is what Chris would tell me, which is what pushed me to do my first tech talk. I now have dozens behind me within some of the largest conferences known in the security vendor industry. Chris is nothing short of supernatural.

Leo Cruz, Myriad360

Chris is technically creative, hard working, and extraordinarily effective at working with both internal and external technical expert communities. A pleasure to have had on the team at CableLabs. I fully expect him to significantly move his organization and the industry.

Tom Lookabaugh, CableLabs

Chris has the talent to completely embrace and encompass a technology and from that drive results. It is obvious that Chris enjoys sharing his knowledge base and ideas with others. It was a pleasure working with Chris.

John McQueen, Broadcom

I’ve never met anyone who worked as hard as he did at learning and absorbing new skills and technologies and then applying them to his work. He’s a very fast learner and an asset to anyone who has the fortune to work with him.

Kaelyn Bowman, Virtella Communications

Chris was one of the go-to guys whenever there were complex problems. He has the knowledge, desire and potential to advance in any position he chooses. It was a pleasure working with him.

Ushesh Desai, Virtela Communications

Chris was an amazing colleague to work with. I admire his ability to understand very technical concepts as well as business and market driven ones. He has amazing stakeholder management skills, and has the ability to build relationships and manage working groups and teams. He is a true leader who is very passionate about whatever he is working on. His desire for framing strategic direction and leading execution would be an asset to any organization. I would welcome any opportunity to work with Chris again.

Rupal Patel, CableLabs

Chris consistently generates and delivers on new and creative ideas both within the guided bounds of a project or team goal as well as when left unbounded and allowed to explore. In addition Chris is a great team player willing to help whenever asked. Chris is also a competent and organized leader with great communication skills capable of managing projects from inception to completion.

Joey Padden, CableLabs

Chris is extremely knowledgeable and, more importantly, readily shares that knowledge with his peers to promote better overall understanding and improvement.

Dan Zumar, Virtela Technology Services Incorporated

Chris is an excellent worker with a driving pulse for new technology and leading the industry. His work ethic is second-to-none and his teaming with others always ensures fantastic collaboration with positive outcomes. I am confident that Chris will continue to drive new technology evolution in our industry.

Mike McNamara, tw telecom

Chris is one of the most brilliant technologists and charismatic speakers I’ve met in a long time. He’s an absolute creative, has a mind focused on solutions, and is driven by a deep belief in what he does. He’s both an inspirational leader and great colleague. I’d work with Chris again any day of the week.

Lia Kiessling, Internet Society

Chris is an exceptionally energetic individual, a talented thinker and an accomplished public speaker. He is a very rewarding person to work with due to the level of organization he brings to every project. He has vision and probity, a rare combination. I has been a great privilege to work with him.

John Springer, ARIN Advisory Council

Kenyanna Cornely, GigaOm

Chris was always on top of current technology and how this technology would fit into his current network environment. Chris was a pleasure to work with and will be an asset to any organization lucky enough to hire him.

Steve Braden, Streakwave Wireless

Chris is very knowledgeable, is always willing to explain and discuss, and is great at pulling together everyone’s input and moving things forward. Working with him has been a great experience.

Lisa Ruby, Motorola

We hired Chris with high expectations. He quickly proved to be a good choice as he grasped new concepts exceptionally well and showed an aggressive personal learning regimen, surpassing his peers. I would highly recommend Chris in his future endeavors.

Ryan Privette, Virtela Technology Services Incorporated

Catina Ross, GigaOm

Chris is a strong team player with tremendous attention to detail. His approach was always well thought out with solid backing to his ideas. His role and growth in the company were key to its survival. He was also very willing and able to wear multiple hats and was a flexible asset to have on hand.

Mikael Rasmussen, WavMax Broadband

Chris was an excellent coach, mentor and problem solver. Chris consistently possesses a “can do” attitude while taking on more and more responsibility and taking the time to fully understand, upskill and learn as required for success. Chris is very organized and patient. He is proactive in identifying and addressing risks and issues that could erstwhile derail hard-earned successes. Chris’ list of talents and intangibles is long, but never a surprise once you get the opportunity to work with him.

Scott Perricone, Myriad360

His intelligence and wit are only outshone by his friendly and helpful nature. Working with Chris is always a pleasure and a smashing success.

Susan Forsman, tw telecom

Working with Chris has been a real pleasure. He is open, friendly, intelligent, discreet, skilled, productive, driven, resourceful and trustworthy! Our organisation has really benefitted from Chris’s skills and knowledge.

Howard Baggott, Internet Society

Chris is a focused individual, willing to go the extra mile to help customers, and do the job correctly. He is a great teacher, and a smart man.

Tyson Schaetzle, Tikkom Wire

Don MacVittie, Ingrained Technology, LLC

Jon Collins, GigaOm

Chris is an excellent organizer and leader with vision and energy. He pulled together the Colorado Chapter of the Internet Society, wrote the inital by-laws and saw the process through to the actual chapter formation.

Karen Mulberry, Internet Society

Chris is a talented technologist with a keen eye for marketing. This combination of skills has been a powerful asset in his role. Over the course of the 4 years that I worked with Chris, he presented at numerous events & conferences, and was a thought leadership partner. He was pivotal in honing Myriad360’s mission and developing a cohesive strategy for the company. Chris earns my highest recommendation.

Kirsten Gonzalez, Myriad360

Chris is objective, strategically insightful, sharp and on top of his game. He’s a great collaborator who is willing to change his approach mid stream or whenever, to accommodate others. He’s a very dedicated professional with strong personal leadership qualities as well as being open and willing to inspire and empower others.

Duangthip Chomprang, Internet Society

Chris was the driving force behind the creation of the ISOC Colorado chapter. I appreciated his leadership and technical skills and his determination. I enjoyed working with Chris on this project and I am looking forward to doing it again.

Yannis Konstantopoulos, Lumen Technologies

He would always be available as a sounding board for complex issues and provided me with amazing insight on long term planning and ways to scale up teams and business processes.

Alex Tief,