Cisco Application Centric Infrastructure (Cisco ACI) vs. Cisco Nexus Dashboard vs. Datadog

The ACI solution is perfectly fit for a large or multi-site data center environment. It permits simplifying deployment, management, automation, and security. ACI is especially valuable when strong scalability, automation, security, and segmentation are required. However, ACI is less suitable for a small environment due to its complexity and high cost.

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We used Cisco Nexus Dashboard specifically for automating the creation of networks in our private cloud environment using a VXLAN EVPN multisite environment. It integrates into Infoblox well. It's also very suited in network troubleshooting for past and present issues. Where I don't see it being used much is in the campus but it's nice to know we have the ability to add catalyst if needed.

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Datadog may be better suited for teams that have a more out-of-the-box infrastructure, on the primary platforms Datadog supports. You may also have better results if you have a bigger team dedicated to devops and/or a bigger budget. We found that trying to adapt it to our use case (small team, .NET on AWS Fargate) wasn't feasible. We continually ran into roadblocks that required us to dig through documentation (and at times, having to figure out some documentation was wrong), go back and forth with support, and in my opinion, waste money on excessive and unintended usages due to opaque pricing models and inaccurate usage reports, as well as broken/non-functional rate sampling controls.

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• Cisco ACI, The object model is very complicated. It's something difficult to understand and also because there is a user interface, there's a web user interface, but it's not optimal to use it because if you want to deploy a large amount of VLAN or a large amount of tenants, it's quite difficult to do it or it's quite challenging. Maybe if you want to configure a large amount of ports using the web interface, it's not appropriate because it takes a lot of time. It also provides APIs to do that, but as I say, the object model is very difficult to understand and there is very little documentation about automation of the ACI and maybe there is but it's not so easy to find.

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• It is a flexible tool that helps streamline and facilitate the development of new services.
• Ideal for automating tasks such as network modification, configuration, and removal, which provides great time savings.
• Ensures services without interruption and without difficult scheduling.
• It has a simple user interface and excellent support, made up of several providers.
• It facilitates the administration of managed services.

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• The thing which Datadog does really well, one of them are its broad range of services integrations and features which makes it one step observability solution for all. We can monitor all types of our application, infrastructure, hosts, databases etc with Datadog.
• Its custom dashboard feature which helps us to visualize the data in a better way . It supports different types of charts through those charts we can create our dashboard more attractive.
• Its AI powered alerting capability though that we can easily identify the root cause and also it has a low noise alerting capability which means it correlated the similar type of issues.

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• I think something I've just went to a session with hyper fabric and the ideas that hyper fabric has. Keep it really simple because Cisco ACI is a complex system and adopt some of the ideas behind hyper fabric, bring it to ACI that will be really beneficial. So as I said, automation is a great thing, but it's still, you need to have the background and the really complex stuff that happens behind the scenes to leverage the value of that solution. And by adding more simplicity to it, I think that will be a great thing. And also integrating with other applications in terms of the automation.

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• With the latest version release of Cisco Nexus Dashboard to version 3.0.1 I can say that most of the features have already improved but one of the wishlists that I want for ND is the possibility of extracting lists of Anomaly.
• Include older versions of Firmware in the list of choices when doing the firmware upgrade analysis, currently only the recommended is in the list of choices.
• If possible, include all the prechecks in the Firmware pre-upgrade analysis same in the script provided by Cisco.

• Alert windows cause lag in notifications (e.g. if the alert window is X errors in 1 hour, we won't get alerted until the end of the 1 hour range)
• I would appreciate more supportive examples for how to filter and view metrics in the explorer
• I would like a more clear interface for metrics that are missing in a time frame, rather than only showing tags/etc. for metrics that were collected within the currently viewed time frame

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Provided with the intensive fault isolation for the CISCO ACI, we are glad that we have this Data Center Solution in place and we will continue to renew as long as the future needed requirements are meet and more helpful features will be enabled in the future with the integration of security

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We observe significant product development with each release, along with substantial expansion of functionality. The program code has been consolidated into a single image, which simplifies installation and routine system update operations. Additionally, it is possible to install it outside the production network, which further enhances the solution’s availability.Additionally, the new graphical interface is very simplified and user-friendly.

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Definitely will not revisit after our issues and, in my opinion, poor support.

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You'll need a lot of training and hands on experience to get the most out of the product. There are a lot of very useful features in the ACI product. Often times there are a lot of ways to get to a solution for chalanges in the field. The solutions might be different eacht time. Knowing which one to implement is somtimes a challenge.

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For the end user, it is relatively easy to use. However, some training and practice is a must because the NSO is not as straightforward as the traditional router CLI. For the administrator, Cisco Network Service Orchestrator (NSO) is just like another program running on the Linux system--there is no big difference.

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There are so many features that it can be hard to figure out where you need to go for your own use case. For example, RUM monitoring us buried in a "Digital Experience" sidebar setting when this is one of our key use cases that I sometimes struggle to find in the application. It appears that ECS + Fargate monitoring was recently released which is great because we had to build a lambda reporting solution for ephemeral task monitoring. But this new feature was never on my radar until I starting clicking around the application.

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It allways works. If there are problems with links going down by accident (say someone accidentally unpatches something they shouldn't have), we rarely miss more then one packet over the link. Also, using VPCs we are able to upgrade the software on the switches without the attached EPs ever noticing.

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Day to day operations on Cisco ACI do not require much human intervention, the platform ticks over without any major faults. Being able to rapidly replicate the communication between two groups of machines across multiple sub networks speeds up new application delivery, and the integration into vmWare allows multiple teams within IT to work together to problem solve rapidly.

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For us, it's not yet a single pane of glass for the ACI network as Network Assurance Engine is not yet integrated into the [Cisco] Nexus Dashboard. This will be the case after the next update we plan to do. Today it's a tool I use daily to figure out if something unusual or unexpected happened in the SDN part of our network. The legacy network is still monitored with different tools.

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Cisco provides users and partners with a multitude of data for you to consume. I think that the stuff in the public domain goes a long way to assisting you find any answers you may need, plus insights and information from areas such as DevNet provide you with access to more than just the traditional release notes and the like

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here was never a need to contact support, as the system includes several commands that allow for self-healing. Even if, after the upgrade process, one of the processes was not running, I was able to quickly find the appropriate sequence of commands that definitively resolved the issue. The entire architecture was designed in such a way as to be resilient to the failure of one node in a three-server setup.

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The support team usually gets it right. We did have a rather complicate issue setting up monitoring on a domain controller. However, they are usually responsive and helpful over chat. The downside would be I don’t think they have any phone support. If that is important to you this might not be a good fit.

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The Cisco ACI training provided by Cisco was in depth, covered all of our requirements, and allowed us to implement and maintain the platform without issues.

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Being involved in the implmentation gives you more overview on how things are supposed to be working and communicating, you can easily performce troubleshooting and understanding the troubleshooting scenario

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Honestly, the product implementation took 1–2 days to comprehensively manage the client’s entire infrastructure. The delivered on-premise solution, provided as physical servers, quickly builds the required environment in which individual data centers are rapidly added. The data collection process takes some time but also depends on the number of devices in the network.

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Documentation was difficult to work through, rollout was catastrophic (completely outage)

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Actually we start our learning in networking career with Cisco. So it is very useful or easier to learn this product. And honestly speaking, I didn't work in any other data center solution other than Cisco. So I cannot compare what it gives us more than other popular stuff. But this is very nice product like from Cisco.

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The Cisco Nexus Series switches perform admirably in our blended distributed system. We have been dealing with any of these sorts of switches for over 5 years and have been exceptionally happy with their functionality. Several of our other computer networks in our data rooms have proved effective with Cisco equipment. Because of the simplicity of maintenance and the high quality of technical support provided by Cisco representatives, there is a high level of trust in these switches.

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Our logs are very important, and Datadog manages them exceptionally well. We frequently use Datadog services for our investigations. Use case: Monitor your apps, infrastructure, APIs, and user experience.


Key features:


Logs, metrics, and APM (Application Performance Monitoring)


Real-time alerting and dashboards


Supports Kubernetes, AWS, GCP, and other integrations


RUM (Real User Monitoring) and Synthetics





✅ Best for backend, server, and distributed systems monitoring.

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Cisco ACI scales well and is suited in scenarios such as multi-cloud or large data centre implementations. It is not suited to smaller deployments as the efficiencies that it provides are not fully realised. It is well suited in large environments that contain both virtual and bare-metal machines allowing a great deal of flexibility. It is also perfect to support multi-tenancy platforms.

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It's a very secure platform that can manage all the business networks, monitor various network traffic, and is easy project management software. Cisco Nexus Dashboard Fabric Controller can centralize all the network traffic in one room for easy and secure management and threat detection capability and even the secure channels offered are excellent.

• We've definitely spent quite a bit of time relearning how to do things in ACI, but I think the investment has been well worth while considering that we can now deploy tenants and leaves from the ground up in a matter of seconds.
• We can if we choose to upgrade an entire datacenters worth of switches in a single night. (We've chosen to break it up for availability requirements, but if you didn't require 99.999% uptime like us you may be able to do it)

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• Bit pricey.
• Need to be purchased with vendor support. As far as I know, now support other vendors.
• It's upgrade from DCNM and worth looking into.
• It's still evolving and may need minor cosmetic adjustment
• Easy to create and maintain vxlan and non vxlan fabrics.

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• Saved us (time & money) from developing our own monitoring utilities that would pale in comparison
• Alerts allow us to remedy issues before our customers even know about them
• Tracking resource usage over time allows us to better plan for future needs, before it becomes a pain-point.

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