How Prometheus Monitoring works | Prometheus Architecture explained
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- Опубликовано: 1 июн 2024
- ► Part of the DevOps Bootcamp 🚀 More infos here: bit.ly/41Wc1cM
Fully understand how Prometheus Monitoring works | Explaining Prometheus Architecture | What is Prometheus Monitoring | Prometheus Monitoring Tutorial
Demo Part 1: Setup Prometheus Monitoring and Grafana on Kubernetes using Prometheus Operator ► • Setup Prometheus Monit...
Demo Part 2: In the 2nd part we will actually configure Prometheus to expose /metrics endpoint and configure Prometheus to scrape it. ► • Prometheus Monitoring ... 🤓
Prometheus has become the mainstream monitoring tool of choice in container and microservice world. 🔥
In this video you will learn:
1) Why Prometheus is so important in such infrastructure and what are some specific use cases
2) How Prometheus works? What are targets and metrics?
3) How does Prometheus collect those metrics from its targets?
4) Furthermore, I explain Prometheus Architecture with simple diagrams and animations and go through the main components: Prometheus Server, Pushgateway, Alertmanager
5) The advantages of Prometheus Pull System compared to alternative monitoring tools, which use Push System
6) Using Prometheus Monitoring with Docker and Kubernetes
You will also understand better why it’s important to monitor your applications/infrastructure in general.
▬▬▬▬▬▬ T I M E S T A M P S ⏰ ▬▬▬▬▬▬
0:00 - Intro
0:31 - What is Prometheus?
1:06 - Where and why is Prometheus used?
2:21 - Specific Use Cases for using Prometheus Monitoring
5:57 - How does Prometheus work? Prometheus Architecture explained
6:04 - Prometheus Server
7:02 - Targets and Metrics
7:53 - Metrics
8:50 - How does Prometheus collect those metrics from targets?
9:21 - Target Endpoints and Exporters
11:12 - Monitoring your own application
12:03 - Pull Mechanism - Unique advantage of Prometheus
13:38 - Pushgateway for short-lived jobs
14:14 - Configuring Prometheus - Example YAML Configuration
16:20 - Alert Manager - Triggering alerts
16:55 - Prometheus Data Storage - Where does Prometheus store the data?
17:38 - PromQL Query Language
18:37 - My Experience
19:23 - Key Characteristics - advantages and disadvantages of Prometheus
20:40 - Prometheus Monitoring with Docker and Kubernetes
▬▬▬▬▬▬ Useful Links 🛠 ▬▬▬▬▬▬
Official Prometheus Exporters List ► prometheus.io/docs/instrument...
Prometheus Client Libraries ► prometheus.io/docs/instrument...
Photo source for Metrics Example: itnext.io/prometheus-for-begi...
#prometheus #prometheusmonitoring #devops #techworldwithnana
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Check out the demo parts:
► Demo Part 1: Setup Prometheus Monitoring and Grafana on Kubernetes using Prometheus Operator ► ruclips.net/video/QoDqxm7ybLc/видео.html
► Demo Part 2: ruclips.net/video/mLPg49b33sA/видео.html
In the 2nd part we will actually configure Prometheus to expose /metrics endpoint and configure Prometheus to scrape it.
0:31 - What is Prometheus?
1:06 - Where and why is Prometheus used?
2:21 - Specific Use Cases for using Prometheus Monitoring
5:57 - How does Prometheus work? Prometheus Architecture explained
6:04 - Prometheus Server
7:02 - Targets and Metrics
7:53 - Metrics
8:50 - How does Prometheus collect those metrics from targets?
9:21 - Target Endpoints and Exporters
11:12 - Monitoring your own application
12:03 - Pull Mechanism - Unique advantage of Prometheus
13:38 - Pushgateway for short-lived jobs
14:14 - Configuring Prometheus - Example YAML Configuration
16:20 - Alert Manager - Triggering alerts
16:55 - Prometheus Data Storage - Where does Prometheus store the data?
17:38 - PromQL Query Language
18:37 - My Experience
19:23 - Key Characteristics - advantages and disadvantages of Prometheus
20:40 - Prometheus Monitoring with Docker and Kubernetes
👉🏼 For any questions/issues/feedback, please leave me a comment and I will get back to you as soon as possible.
Please don't forget to subscribe and give me a thumbs up if you liked my video 😊🙏
TechWorld with Nana
Nice and simple explanation! Subbed 👍
Best introduction on Prometheus. Appreciated!
@@CeezGeez Cool thanks for your feedback and subscribing :D
@@kalankaraivilakkam Thanks a lot! :)
@@TechWorldwithNana
I have a doubt with respect to Prometheus setup for Django applications. If we have a load balancer which redirects to three application servers where the Django applications are running. Which of these setups will work and is optimally correct?
1. Having Prometheus installed in one of the application servers and then having a job for every Django application we need to monitor and provide all three application server's Django configuration details in the targets entry in prometheus.yml?
- One more doubt, in this case, is when the targets are authenticated using OAuth, how can we manage in this scenario?
2. Installing Prometheus on any server and mentioning all the Django applications details in the targets entry in prometheus.yml file?
- Do we need to have ssh trust set up in this case when the setup has to be done like this?
It will be very helpful if you please give some insights on this. Thanks in advance :)
Nana, you're doing a great job. Don't stop what you're doing. This is helping a lot of people.
Thank you Noah 🙏. 😊
I second this! I'm on my second video and looking forward to more. You have put out great content. Thank you.
Agree with you 💯
The quality of this tutorial is truly excellent. Nana doesn’t jump into solutions, but describes the problem or issue first, consistently. That helps to understand not only the ‘how’, but also the ‘why’ and the ‘what’. In addition, Nana tells a coherent story at the right pace. Kudos for this great video!
First thing I am always doing on Nana videos is click Like button first and only then watch the videos! She absolutely deserves that and never dissapoints!
Whenever I am looking for something, if it's available on this channel then I do not need to go anywhere else. This channel has the most clear and concise explanation. Thanks, Nana.
I'm starting my DevOps career and this is my first-to-go RUclips channel whenever I want to understand the overview and the fundamental knowledge of a DevOps tool.
From Vietnam, thank you so much, Nana!
This is one of the most didactic videos I have ever seen. Newbies all over the world will forever be grateful to you. Truly fantastic video!
I wish to have teachers like you Nana
Kudos to you and your Parents !!👏
This tutorial helped me quickly understand Prometheus and answer few questions in my interview recently. Thank you, Nana!
Your tutorials are amazing and very easy to follow and helps in understandings the concepts. Great work!!
Your english is so clear, and easy to understand. A 4 year old would know what you are talking about despite the complexity of the stuff you are teaching. This shows how well you know what you are doing. Keep up the good work.
Probably one of the best teachers I've ever had. Wow!
In a week-end, I've learned more on DevOps solutions, going through your video series, than I did in months with official documentation and reference manuals. You make things so simple and easy to grasp. Great job! Thank you so much
That's so amazing to hear! Thank you for taking your time to write such great feedback! Appreciate it 😊
@@TechWorldwithNana Thank YOU for taking the time to reply back. You didn't have to, but I'm so happy to read it. Keep up the good work!
Thank you so much. I usually cannot tolerate video tutorials, but you approach and simple slides made it work.
Capturing the concepts with great clarity, this was a much needed one. Been looking for something like this for a while now. Great quality. Appreciated.
Wow thanks a lot Vikas, happy you think it's that good :)
Amazing! The bestest tutorial I have ever seen! Clear and crisp!!
I have started watching your tutorials recently and I am happy with whatever you are doing.Thanks alot and keep on with the good job Nana.
As always your explanation was clear and concise, and the visuals were very helpful in understanding the concepts. You really have a talent for explaining complex technical topics in an approachable way. Keep up the great work! 💯
Good sum up ! Thanks !
A timeline : 0:44 bare servers traditional servers 11:31 own applications client libraries languages 17:56 Grafana 18:57 Grafana
Wow! I just arrived at your video and channel. Thank you! You explained every detail of the foundation behind all of this. The usual tutorials move through the demo, but if you need more features or adapt them to your needs, you still have to dig a lot.
This is fantastic in so many levels, i finally understood prometheus... wow
Nana, your explanation is quite simple and powerful. This is the first time I was studying Prometheus and understood the basics in just a few minutes. Next, I'm figuring out on setting it up in Linux to monitor my Spring MicroServices. Let me know if you have any videos on this. Also, I am subscribing to your channel now. Keep up the good work. Thanks!
Would love to see part 2! Part 1 was really helpful. Thank you!
Just wanted to say this video is brilliant. Ive joined a new team that use Prometheus and Grafana and this video gave me such a good understanding on Prometheus. You are a really good teacher. Keep doing what you do and thank you for your work !!
that's amazing, really great to hear my video helped! 🙌
Hi Nana, you are great. You are helping many people with your knowledge and all this is free of cost. So kind of you. Can you please upload a session on airflow -- what it is, how to install it on local machine and create the DAG and run some pipelines and also possibly how to monitor the data pipelines.
Everytime I finish watching your videos, I feel I have a Master's Degree in DevOps from Harvard. I learn so much. Cant thank you enuff Nana.
Prometheus is always a special monitoring tool for me. This was very interesting to watch. Waiting for the next one ISTIO 😁😁😁.
Thanks, glad you enjoyed watching :) Yes Istio will be one of the next videos, because so many people asked for it, so stay tuned 🙂
By far the best explanation, not for just this video but overall content of channel. Focusing on basic make it easy to understand. Big Thanks Nana
absolute legend..please reproduce so that we have more people like you
~22 min lecture with no need of going backwards to understand !! Very good 👍. Coming to the content crisp and clean, that made it look simple. Good Job.!
Thanks Vemareddy, glad I could explain it in that simple way 😊 Really appreciate your feedback!
Thank you very much for very clear explanation. I search for such one and finally find it :-). I'm not a native English speaker so it is hard to find lecturers that talk good English and talk slowly so we can understand without stopping the video every 10 sec. You are talking in very clear manner - please continue like that. I signed up to your channel. Thanks again
Thanks for this amazing feedback! Really happy to hear :)
This the second video I've watched in this channel and I can already say that you explain really great and talk about all the interesting parts. Thank you
I normally watch tutorial videos 1.5x speed but with Nana, the videos have so much quality information I actually need to stop at some points to process it better :)
I will not be wrong when I say this is by far the best Video on the net explaining on a high level Prometheus Architecture and Monitoring with the tool. Thank you so much for sharing.
Wow, really happy to hear that! 🙂 Check out my other videos and would appreciate if you share it :)
after watching your video.....i got confidence in prometheus. By the way your just outstanding in presentation...
Thank you Ravi! Keep being awesome and give em your best shot. Stay safe. 😇
Brilliant Nana. Very helpful, as I've been out of the tech space for 2 decades and needed a clear and concise primer for this!
Thank you 🙏. 🙂
This video is fantastic. Clearly outlined all of the relevant information I was looking for, to get a basic understanding of Prometheus. Thanks!
Great clarity and coverage in just 20 minutes. Thanks Nana. Keep it up.
Thanks, glad you learned a lot in those 20mins :) Yes will do, many great tutorials are coming 💪🏼 :)
WOW JUST WOW, your talent can't be denied. I have been struggling with prometheus and you just made it easy for me. thank you
Awesome wrap up! Exactly what I needed! Thanks 🙏
This is a very helpful overview of Prometheus. Very well put together. Thank you for doing this.
This is a fantastic intro!!!! A million thanks for the thoughtful explanations. I look forward to seeing more of your presentations
Hi Stephen, really happy to hear. Thank you :)
ty for this, i learned prometheus a couple years ago and have been somewhat managing it and it was clear to me there was a much easier way to represent that documentation.
i think this is great and should sit on the front page of prometheus docs itself.
Very comprehensive video with all important points covered for a beginner
Thank you! Best introductions on DevOps topics i've ever seen.
Fantastic intro to the product. Clarity at last!
Thank you Philip! :) Happy that it was helpful for you!
Agree!! Thank you for this
This is actually awesome... I'm hooked to your channel!!
Thank you Laryssa :) Happy to hear that!
Concepts are explained with clarity... Very impressive... Perhaps one of the best video for Prometheus present .. Amazing
Wow thank you Rohit, happy you think so :D
You are killing it nana ☑💯
It is amazing how you explain it, for me who has no idea what prometheus is and curious in understanding it and where I intent to pick a monitoring tools to implement, I have no trouble in understanding how prometheus works and what value it brings. Thank you very much. Really looking forwards for your contents in this channel.
Wow thank you Samuel, that's a really great feedback! Hope you will like the upcoming videos too :)
Brilliantly explained! All your vids are pure gold and diamonds! Thank you so much for your work, dear Nana!
Hi, thank you so much, happy you like my videos :)
Thanks Nana for creating this video. Very clear explanation.
I cant explain in words how much I appreciate this video, thank you so much
This is an amazing intro for Prometheus - thank you Nana. Please publish more Prometheus/Jaeger/Grafana use cases. Thank you !!
Thank you Santosh! Will definitely do!
To be honest you made it look easier. As of now this is the best video for getting started with Prometheus.
You are amazing! Can't believe how easy it is to understand these topics by watching your videos.
Just brilliant. I feel like an expert on the subject after each of your videos, thanks!
That's great :D
Sending much love!!! I love your tutorials. I have learned so much from your videos. Keep up the great work.
Thank you Nana. It was really helpful. You have opened another door to enrich our application.
Thanks to ESPHome now part of "Home Assistance" making a minor reference to Promehteus, I happened upon your video. WOW, I looked at your home page at the videos/content. I've got some work to do "Lucy"! ( "I Love Lucy" TV show reference, FYI). I like the way your present and explain. Great voice and accent. Looking forward to the material/information. Thanks!
Excellent clarity with explanation of real time scenarios.Great Job! much appreciated.
Thanks for your feedback, happy to hear :)
You explained it very beautifully with the art of explaining in a simple way. Appreciated !!!
Thank you Samir :)
Best introduction about Prometheus I ever had!!!... You have a golden talent of making hard topics super simple.
BTW Nana, did you get a chance to work on the video "How to configure and use Prometheus for K8S". Can you also create one video on complete setup of K8S + Prometheus + Grafana? TIA.
Hi Amit, thank you for your feedback! 🙂 Btw the 1st part of the demo video is out, which is the setup :)
So true, very simple description to such a complex topic. Thanks Nana
This is what I was looking for. This is what you get in premium courses. Very simply explained and smartly crafted video. Thank you..!!
Thank you so much for this feedback :)
Outstanding explanation!! Thank you for the amazing efforts.
As usual, clear and concise content. Very much appreciated.
Thanks.. I thought of have to go through few documents to understand what is Prometheus. But this 20 min video helped lot, and gave good understanding on how it works.
These videos helped me a lot when as a refresher for my interviews... Thank You very much
i had to learn prometheus for my job recently and this playlist was really helpful, thanks!
Excellent work madam,complex concept taught in simple way which was a good quality to be a mentor!!!!
Thank you Nana, after watching your videos I am grooming myself better than before.
Great explanations, clearly illustrate the use case with great details. Thanks so much!
Best explanation i have ever watched. Thank you so much 🙏🏻🙏🏻🙏🏻🙏🏻
Amazing job Nana. Well structured better explained.
very smooth and clear delivery, thank you very much for the video!
Thanks a lot Nana for the awesome explanatory video. Sincerely appreciate what you are doing for the dev community.
Nana, you are doing great job, bringing your knowledge and experience into the mass! Your videos are something special to me. Need to implement some monitoring into our evnrionment, so decided to give a chance to Prometeus. RUclips just instantly directed me to your channel, and it cool!
P.S. Keep doing what you doing!
You are such amazing talented teacher I have ever been know
Thanks for explaining, very clean video with practical examples!
amazing video! thank you for covering all the grounds in 20 minutes :)
This was an excellent and very helpful tutorial. Thank you!
This is a very well done video! Thank you for the information
Excellent content on relevant topic, as always! No fluff, just useful stuff. I must admit that I chuckled at the "Complex & not well documented" comment since that's been my experience so far :D
Crystal clear explanation. God bless you. Thanks 🙏🏼
One of best tutor found in RUclips
Thank you, Engr. Nana! Your videos really helps me alot
Great explanation for Prometheus! Thank you
You're welcome Carlos. Glad that this has helped. 🙂
Thank you so much for making this video in such a simple and efficient way ❤️
Awesome prometheus info to understand context use cases! Thanks for sharing.
Great explanation @Nana. Thank you so much for this content !
Hey TechWorld with Nana,
your effort taken to these vlogs really makes me understand so clearly. #thanks
Thank you. Happy to help. 🙂
Very informative. Looking forward to going through your other tutorials and videos. Cheers!
Very good explanation for a beginner like myself, thank you ☺️
Wow, great explanation!, just what I needed.
I have a very clear idea of what Prometheus is and what it does. Thank you!
That's great, thank you Juan for your feedback! :)
Each and every video talks your in-depth knowledge and the way you teach. Simply wow... Many of the concepts are neatly explained... Thanks. Pressed the Bell Icon and awaiting for more videos. Love from India.
Wow really happy to hear :) Thank you so much and greetings to India! 🇮🇳
What a brilliant tutorial. Thank you for the efforts!
Thanks, glad you liked it! Hope you check out my other videos too 🙂
Nana, thank you for the fantastic video! I have a few questions on the push/pull method comparison that started around 12:41.
12:41 - Isn't network traffic determined by the amount of data that's collected? So if the monitoring targets and granularity are the same, the push or pull model would generate the same network traffic, right?
13:02 - Using daemons to push metrics for an application that doesn't have library support. I thought this would be very similar to applications that don't have native Prometheus support - it has to use an exporter sidecar to provide a scraping endpoint. It seems to me these are the same between the two models.
13:23 - Better detection if service is up and running. I also agree to pull model works better in most cases. For the push method, when the monitoring server detects service is not pushing data, it can also treat it as a failure. The pull model is a bit more straightforward, and it sees problems very quickly. However, it could also suffer from network problems. So I thought both methods could trigger potential false alarms the same way.
You are the one of the best ....on youtube.. alongwith I don't feel sleepy
Brilliant video Nana, thanks for sharing!
Another very informative and practical video. Thank you!
Its amazing how well you explain things. Thank you