Session Smart Routing and The Power of AI with Patrick MeLampy
Tunnels be gone! Welcome to the modern age of networking
Watch as Juniper Fellow Patrick MeLampy, previously founder of 128 Technology and now part of Juniper Networks, discusses the powerful benefits of machine learning and AI in the networking industry.
How 128 Technology was able to build a tunnel-less multipath network
Why MeLampy thinks that session smart routing using AI and ML will transform the industry
The most frustrating aspect of networking — and how Juniper data scientists are solving the problem
Who is this for?
0:04 Hi, I'm Patrick MeLampy, I was a founder of 128 Technology and now I am a Juniper Fellow.
0:10 Prior to 128 Technology, I started a company called Acme Packet which created the session
0:15 border controller industry.
0:17 We built a product that actually solves network problems.
0:21 For the voice application, the voice over IP application.
0:24 We figured out when we started the company that there was
0:26 a way to do multipath routing without using tunnels.
0:29 And it required us to become very active in sessions, much like a firewall.
0:34 So, if you took a firewall and a load balance and a router, and you put it in a blender,
0:40 you would actually kind of.
0:41 get what we've built.
0:42 We think routers should be session stateful rather than flow stateful.
0:46 We think routers should understand services Application guys forever have been using application
0:52 cookies to communicate key information or state.
0:56 An application cookie is something that has information that
0:59 indicates the user and tells you what was going on in that application
1:02 at that point in time.
1:04 We said why can't network routers do that?
1:06 Why can't a router tell another router key network messages about packets?
1:12 And so we added metadata into the first packet And only the first packet of every session,
1:17 and routers can learn about the sessions and route correctly.
1:21 You're able to signal the next router information when you need to it, and we were able to build
1:27 a multipath network that didn't use tunnels.
1:30 We're able to do things that are surprisingly elegant and simple.
1:35 I was really not aware of how powerful machine learning and artificial intelligence could
1:41 be in networking.
1:43 When I got to know the Juniper data scientist, I was dumbfounded at the amazing things they're
1:47 able to do.
1:49 Now I believe that AI and ML are going to transform our industry.
1:55 Juniper's approach, not just doing it by a single product at a time, but by the entire
2:00 client to cloud sort of infrastructure, so that a single body of knowledge can be used
2:06 to run that entire category of products is leap years ahead of what anybody else is doing.
2:13 They can detect when cables are going to fail.
2:15 A bad cable is something that is the most frustrating thing in networking.
2:19 Data scientists at Juniper did by studying cables that were returned.
2:23 They were able to build a model.
2:24 For how they behave, they think of all this data from routers that they collect routinely,
2:31 and they analyze it and they can tell you that the cable is bad.
2:33 In the places where they've applied their AI, they've reduced 80% of the trouble ticket.
2:39 Now I can tell you from experience that that is a game changer.