Building AI Data Centers with Apstra - Optimizing Fabrics for Best Performance with DLB (Demo)

Demo Drop Data Center

AIDC Now: Optimizing Fabrics for Best Performance with DLB

In this AIDC Now demo, we’ll cover how Apstra can help optimize AI fabrics for peak performance using dynamic load balancing (DLB), explicit congestion notification (ECN) and priority flow control (PFC).

Show more

You’ll learn

  • How Apstra can help optimize AI Fabrics using Dynamic Load Balancing

Who is this for?

Network Professionals Network Professionals

Transcript

0:00 For this demo.

0:01 Let's talk about ways that Apstra can help optimize

0:04 A.I. fabrics for the best possible performance.

0:07 We'll use our representative customer, A1 Arcade, as our example.

0:12 As you know, load balancing is an important way to optimize link capacity.

0:16 But Juniper's solution goes a step further using dynamic load balancing,

0:21 which takes into account link utilization when hashing flows.

0:24 For more intelligent traffic distribution. Configs like load balancing

0:28 would normally be configured upfront,

0:30 but I'm going to show you how easily Apstra can add configurations

0:34 to A1 Arcade's fabric in a live network scenario.

0:37 While we have our rail optimized fabric which can reduce spine traffic,

0:41 we still need to optimize for efficiency and performance.

0:44 This is where Apstra can really help. From the dashboard Apstra

0:49 analytics shows us that A1 Arcade's link utilization is unbalanced.

0:53 You can drill down to look at byte and packet stats,

0:56 but ultimately we're going to need to add DLB.

0:59 To do this, I can just go to our Apstra library and pull down a DLB configlet.

1:04 Once staged, we simply commit the changes to the fabric

1:08 and we've resolved the bottleneck.

1:10 You can look at historic performance over time to show before

1:14 and after profiles to measure the impact of our efforts.

1:20 Shifting to the front end.

1:22 A1 Arcade needs to use technologies like explicit congestion

1:25 notification or ECN and priority flow control or PFC to shut down

1:31 traffic congestion both end to end and within the fabric respectively.

1:35 During periods of high congestion.

1:37 ECN uses congestion notifications in the packets to reduce the transmission

1:42 rates of the servers transmitting traffic into the fabric.

1:45 This shuts down the congestion at the source to provide immediate relief.

1:50 PFC targets the switch fabric using congestion notifications.

1:54 This allows the switch that is sending traffic into a congested fabric

1:58 to throttle low priority traffic without impacting the throughput of high

2:02 priority traffic.

2:04 Back at the Apstra dashboard.

2:05 We are alerted to a spike in congestion at the spine.

2:09 Like our previous example with DLB, Apstra makes configuration changes

2:13 to a live network easy and instantaneous

2:16 to update the fabric and correct the congestion.

2:19 We simply pull down a cost configlet from the library and commit it to

2:23 the network.

Show more