From 7425806f68046fc426bdcad76238c0d2c0606a2c Mon Sep 17 00:00:00 2001 From: Jeremy Udit Date: Fri, 20 Jun 2025 12:23:24 -0400 Subject: [PATCH 1/5] add infrastructure-alerting blog post --- _blog.yml | 11 +- assets/infrastructure-alerting/thumbnail.jpg | Bin 0 -> 173485 bytes infrastructure-alerting.md | 129 +++++++++++++++++++ 3 files changed, 139 insertions(+), 1 deletion(-) create mode 100644 assets/infrastructure-alerting/thumbnail.jpg create mode 100644 infrastructure-alerting.md diff --git a/_blog.yml b/_blog.yml index 8927daed43..9cdfc4d58a 100644 --- a/_blog.yml +++ b/_blog.yml @@ -6039,4 +6039,13 @@ - guide - diffusers - quantization - - flux \ No newline at end of file + - flux + +- local: infrastructure-alerting + title: "Three Mighty Alerts Supporting Hugging Face’s Production Infrastructure" + author: jcudit + thumbnail: /blog/assets/infrastructure-alerting/thumbnail.png + date: June 25, 2025 + tags: + - cloud + - infrastructure diff --git 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zeS3qRt+~_=SPjtSch^d5A;*$EugL>O9^XMID~p%ioEh;Ix7d;cL06`Z!%`A-8>YK{uQ|)e#v$8XjtG626hA{+B8$fSLwSCc{D}-I*OBf;AtJM 0) +or + (-1 * (sum by (cluster) (rate(container_network_transmit_packets_total{pod="prometheus"}[1h] offset 48h) ) > 0)) +) < 0 +``` + +The metric used in this query is **`container_network_transmit_packets_total`**, which represents the total number of packets transmitted by a container. The query is filtering for metrics from a cluster’s local Prometheus instance, which is tasked with metric collection as well as remote writing to our central metric store — Grafana Mimir. Transmission of packets approximates healthy remote writes, which is what we want to ensure across all active clusters. + +The first part of the query performs a current rate check. The second part of the query performs a historical rate check by using the same calculation as the current rate check plus an **`offset 48h`** clause. The **`-1 *`** multiplication is used to invert the result, so that if the historical rate is greater than 0, the result will be less than 0. + +The **`or`** operator combines the two parts of the query. The query will return **`true`** if either of the following conditions is met: + +- The current rate of packet transmission for a cluster is greater than 0. +- The historical rate of packet transmission for a cluster (48 hours ago) is greater than 0, but the current rate is not. + +The outer **`< 0`** condition checks if the result of the **`or`** operation is less than 0. This means that the query will only trigger if neither of the conditions is met, i.e., if a cluster has never sent any metrics (both current and historical rates are 0). + +There are two cases where the query will trigger: + +1. **New cluster with no metrics**: A new cluster is added, but it has not sent any metrics yet. In this case, both the current and historical rates will be 0, and the query will trigger. +2. **Cluster that has never sent metrics**: A cluster has been present for more than 48 hours, but it has never sent any metrics. In this case, the historical rate will be 0, and the current rate will also be 0, triggering the query. + +In both cases, the query will detect that the cluster is not sending any metrics and trigger the alert. + +This simple yet effective solution fires in scenarios where our metrics infrastructure crashes, during cluster setup, and when they're torn down providing us with timely insights into our infrastructure's health. While it may not be the most critical alert in our arsenal, it holds a special place since it was born out of collaboration. It is a testament to the power of teamwork through rigorous code review, made possible by the expertise and willingness to help of fellow colleagues in the Hugging Face infrastructure team 🤗 From b69ec9e9f9afa1d2161505cfcb32aee5698f797c Mon Sep 17 00:00:00 2001 From: Jeremy Udit <5034582+jcudit@users.noreply.github.com> Date: Mon, 7 Jul 2025 09:56:04 -0400 Subject: [PATCH 2/5] fixup! correct image type Co-authored-by: Pedro Cuenca --- _blog.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_blog.yml b/_blog.yml index 9cdfc4d58a..43dc0bd217 100644 --- a/_blog.yml +++ b/_blog.yml @@ -6044,7 +6044,7 @@ - local: infrastructure-alerting title: "Three Mighty Alerts Supporting Hugging Face’s Production Infrastructure" author: jcudit - thumbnail: /blog/assets/infrastructure-alerting/thumbnail.png + thumbnail: /blog/assets/infrastructure-alerting/thumbnail.jpg date: June 25, 2025 tags: - cloud From 45330cbb93a7cd7e6d20f73b1dcb0548454fe084 Mon Sep 17 00:00:00 2001 From: Jeremy Udit <5034582+jcudit@users.noreply.github.com> Date: Mon, 7 Jul 2025 09:56:22 -0400 Subject: [PATCH 3/5] fixup! correct image type Co-authored-by: Pedro Cuenca --- infrastructure-alerting.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/infrastructure-alerting.md b/infrastructure-alerting.md index 2d8578b8eb..5eb88e651b 100644 --- a/infrastructure-alerting.md +++ b/infrastructure-alerting.md @@ -1,6 +1,6 @@ --- title: "Three Mighty Alerts Supporting Hugging Face’s Production Infrastructure" -thumbnail: /blog/assets/infrastructure-alerting/thumbnail.png +thumbnail: /blog/assets/infrastructure-alerting/thumbnail.jpg authors: - user: jcudit --- From 131869c87f29a9d54e24a14178a167234c67a6cd Mon Sep 17 00:00:00 2001 From: Jeremy Udit Date: Mon, 7 Jul 2025 10:07:44 -0400 Subject: [PATCH 4/5] fixup! rephrase opening paragraph for nat gw alert --- infrastructure-alerting.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/infrastructure-alerting.md b/infrastructure-alerting.md index 5eb88e651b..5fb7ce3cef 100644 --- a/infrastructure-alerting.md +++ b/infrastructure-alerting.md @@ -11,7 +11,7 @@ In this blog post, we’ll dive into the details of three mighty alerts that pla ### High NAT Gateway Throughput -In the vast landscape of cloud computing, where data flows between private and public networks, implementing a NAT (Network Address Translation) gateway stands as a steadfast best practice. This gateway acts as a strategic gatekeeper, monitoring and facilitating all outbound traffic towards the public Internet. By centralizing egress traffic, the NAT gateway offers a strategic vantage point for comprehensive visibility. Our team can easily query and analyze this traffic, making it an invaluable asset when working through security, cost optimization or various other investigative scenarios. +Oftentimes, with cloud computing architectures, where data flows between private and public networks, implementing a NAT (Network Address Translation) gateway stands as a steadfast best practice. This gateway acts as a strategic gatekeeper, monitoring and facilitating all outbound traffic towards the public Internet. By centralizing egress traffic, the NAT gateway offers a strategic vantage point for comprehensive visibility. Our team can easily query and analyze this traffic, making it an invaluable asset when working through security, cost optimization or various other investigative scenarios. Cost optimization is a critical aspect of cloud infrastructure management, and understanding the pricing dynamics is key. In data centers, pricing structures often differentiate between east-west traffic (typically communication within the same rack or building) and north-south traffic (communication between further away private networks or the internet). By monitoring network traffic volume, Hugging Face gains valuable insights into these traffic patterns. This awareness allows us to make informed decisions regarding infrastructure configuration and architecture, ensuring we limit incurring needless costs. From b39dfba4e77480e44303723095714ee5c3382547 Mon Sep 17 00:00:00 2001 From: Jeremy Udit Date: Tue, 8 Jul 2025 09:12:43 -0400 Subject: [PATCH 5/5] fixup! add wrap up paragraph --- infrastructure-alerting.md | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/infrastructure-alerting.md b/infrastructure-alerting.md index 5fb7ce3cef..73421f111c 100644 --- a/infrastructure-alerting.md +++ b/infrastructure-alerting.md @@ -127,3 +127,12 @@ There are two cases where the query will trigger: In both cases, the query will detect that the cluster is not sending any metrics and trigger the alert. This simple yet effective solution fires in scenarios where our metrics infrastructure crashes, during cluster setup, and when they're torn down providing us with timely insights into our infrastructure's health. While it may not be the most critical alert in our arsenal, it holds a special place since it was born out of collaboration. It is a testament to the power of teamwork through rigorous code review, made possible by the expertise and willingness to help of fellow colleagues in the Hugging Face infrastructure team 🤗 + + +### Wrapping Up + +In this post we shared some of our favourite alerts supporting infrastructure at Hugging Face. We'd love to hear your team's favourites as well! + +How are you monitoring your ML infrastructure? Which alerts keep your team coming back for fixes? What breaks often in your infrastructure or conversely what have you never monitored and just works? + +Share with us in the comments below!