In the lead-up to KubeCon NA, we're publishing a blog series on Autoscaling in Kubernetes called "The Five Key Autoscaling Metrics".
blog.appliedcomputing.io/p/five-key-a...
#kubernetes #kubecon #devops #autoscaling
blog.appliedcomputing.io/p/five-key-a...
#kubernetes #kubecon #devops #autoscaling
Five key autoscaling metrics for Kubernetes
Earlier this year, I had the opportunity to chat with Courtney Nash at SREcon, and one of the things she reminded me is that “it’s OK to say that you’re an expert”.
blog.appliedcomputing.io
September 22, 2026 at 6:40 PM
In the lead-up to KubeCon NA, we're publishing a blog series on Autoscaling in Kubernetes called "The Five Key Autoscaling Metrics".
blog.appliedcomputing.io/p/five-key-a...
#kubernetes #kubecon #devops #autoscaling
blog.appliedcomputing.io/p/five-key-a...
#kubernetes #kubecon #devops #autoscaling
FrankenPHP 1.6 is out!
Thread autoscaling, glibc-based static binaries, Debian/Ubuntu and RedHat Packages, Caddy 2.10…
Learn what's new in the announcement: dunglas.dev/2025/05/fran...
Thread autoscaling, glibc-based static binaries, Debian/Ubuntu and RedHat Packages, Caddy 2.10…
Learn what's new in the announcement: dunglas.dev/2025/05/fran...
FrankenPHP’s New Features: Thread Autoscaling, Mostly Static Binaries, deb and RPM Packages, Caddy 2.10… - Kévin Dunglas
FrankenPHP 1.5 and 1.6 (released today) contain many major features and fixes that greatly improve the usability and performance of the project! Let’s review some of them. Thread Autoscaling Until…
dunglas.dev
May 19, 2025 at 2:09 PM
FrankenPHP 1.6 is out!
Thread autoscaling, glibc-based static binaries, Debian/Ubuntu and RedHat Packages, Caddy 2.10…
Learn what's new in the announcement: dunglas.dev/2025/05/fran...
Thread autoscaling, glibc-based static binaries, Debian/Ubuntu and RedHat Packages, Caddy 2.10…
Learn what's new in the announcement: dunglas.dev/2025/05/fran...
Kubernetes Autoscaling
Workload and node autoscaling in 2026
justingarrison.com
June 5, 2026 at 5:07 AM
Kubernetes 1.37 ist da: KYAML wird stabil und Autoscaling flexibler
fosstopia.de/kubernetes-1...
#Linux #LinuxNews #LinuxDE #LinuxNewsDE #EULE #EULEde #Kubernetes #KYAML #Autoscaling
fosstopia.de/kubernetes-1...
#Linux #LinuxNews #LinuxDE #LinuxNewsDE #EULE #EULEde #Kubernetes #KYAML #Autoscaling
Kubernetes 1.37 ist da: KYAML wird stabil und Autoscaling flexibler - fosstopia
Technik-Blog für Linux, Unix, Open Source, Cloud Computing, Nachhaltigkeit und Co.
fosstopia.de
September 7, 2026 at 9:22 AM
Kubernetes 1.37 ist da: KYAML wird stabil und Autoscaling flexibler
fosstopia.de/kubernetes-1...
#Linux #LinuxNews #LinuxDE #LinuxNewsDE #EULE #EULEde #Kubernetes #KYAML #Autoscaling
fosstopia.de/kubernetes-1...
#Linux #LinuxNews #LinuxDE #LinuxNewsDE #EULE #EULEde #Kubernetes #KYAML #Autoscaling
trying to get worse, running out of room to store the worsenions and autoscaling horizontally
June 16, 2025 at 12:33 AM
trying to get worse, running out of room to store the worsenions and autoscaling horizontally
I've heard from a lot of different folks that "autoscaling isn't sexy" and "it's not that hard to do", which -- speaking as someone who's been specializing in autoscaling for a decade or so -- is clearly incorrect.
September 22, 2026 at 6:40 PM
I've heard from a lot of different folks that "autoscaling isn't sexy" and "it's not that hard to do", which -- speaking as someone who's been specializing in autoscaling for a decade or so -- is clearly incorrect.
I'm 70,000th in line for the Met website to read about their new initiatives, and it's like....do you not have autoscaling enabled, and if not, why not?
September 24, 2026 at 4:56 PM
I'm 70,000th in line for the Met website to read about their new initiatives, and it's like....do you not have autoscaling enabled, and if not, why not?
GitHub blames 8-hour outage on autoscaling fail and VS Code retry storm
GitHub blames 8-hour outage on autoscaling fail and VS Code retry storm
Load balancers buckled after a monitoring blind spot allowed traffic to spiral
www.theregister.com
August 19, 2026 at 11:40 AM
GitHub blames 8-hour outage on autoscaling fail and VS Code retry storm
not to bully the bsky devs but
AUTOSCALING maybe
baby’s gotta Post
AUTOSCALING maybe
baby’s gotta Post
July 1, 2023 at 7:08 PM
not to bully the bsky devs but
AUTOSCALING maybe
baby’s gotta Post
AUTOSCALING maybe
baby’s gotta Post
There are also risks of burning through funding by deploying to the cloud and autoscaling... I suspect they chose to prefer poor performance over poor OpEx 🙂
November 20, 2024 at 10:18 PM
There are also risks of burning through funding by deploying to the cloud and autoscaling... I suspect they chose to prefer poor performance over poor OpEx 🙂
As good as request queue time is for autoscaling, it’s still a *reactive* metric.
Queue time grows when you’re nearing capacity. If your app is prone to sudden traffic spikes, you want *proactive* autoscaling, ensuring *excess* capacity at all times.
🍳 something's cooking...
Queue time grows when you’re nearing capacity. If your app is prone to sudden traffic spikes, you want *proactive* autoscaling, ensuring *excess* capacity at all times.
🍳 something's cooking...
April 3, 2025 at 7:44 PM
As good as request queue time is for autoscaling, it’s still a *reactive* metric.
Queue time grows when you’re nearing capacity. If your app is prone to sudden traffic spikes, you want *proactive* autoscaling, ensuring *excess* capacity at all times.
🍳 something's cooking...
Queue time grows when you’re nearing capacity. If your app is prone to sudden traffic spikes, you want *proactive* autoscaling, ensuring *excess* capacity at all times.
🍳 something's cooking...
Kubernetes v1.33: HorizontalPodAutoscaler Configurable Tolerance-
Kubernetes v1.33: HorizontalPodAutoscaler Configurable Tolerance
This post describes configurable tolerance for horizontal Pod autoscaling, a new alpha feature first available in Kubernetes 1.33. What is it? Horizontal Pod Autoscaling is a well-known Kubernetes feature...
kubernetes.io
April 29, 2025 at 3:09 PM
Kubernetes v1.33: HorizontalPodAutoscaler Configurable Tolerance-
the agonizing half hour between elon stepping on his own dick and bluesky's autoscaling kicking in
bsky’s chuggin, elon must have done something hilarious again
August 18, 2023 at 4:57 PM
the agonizing half hour between elon stepping on his own dick and bluesky's autoscaling kicking in
November 12, 2024 at 5:43 AM
Was interessant ist, er teilt in seinem Video, in dem er die AWS-CloudFormation-Vorlage zerlegt, die er für die Infrastruktur von Atlassian erstellt hat: VPC, Subnetze, IGW, Sicherheitsgruppen, IAM-Rollen, Autoscaling und mehrere Envoy-Proxys für Service-Mesh-/Verkehrssteuerung über Regionen hinweg.
May 18, 2026 at 6:11 PM
Was interessant ist, er teilt in seinem Video, in dem er die AWS-CloudFormation-Vorlage zerlegt, die er für die Infrastruktur von Atlassian erstellt hat: VPC, Subnetze, IGW, Sicherheitsgruppen, IAM-Rollen, Autoscaling und mehrere Envoy-Proxys für Service-Mesh-/Verkehrssteuerung über Regionen hinweg.
Now that AI scrapers are beginning to dominate web traffic, I’ve been wondering how folks that run websites handle the increased traffic, if you’re autoscaling on some cloud this is presumably costing you actual money?
August 17, 2026 at 1:08 PM
Now that AI scrapers are beginning to dominate web traffic, I’ve been wondering how folks that run websites handle the increased traffic, if you’re autoscaling on some cloud this is presumably costing you actual money?
Right-size EBS volumes, but also consider autoscaling for better performance and cost management
September 24, 2026 at 6:42 PM
Right-size EBS volumes, but also consider autoscaling for better performance and cost management
According to @gjtempleton.bsky.social, I'm allowed to claim I'm a member of SIG Autoscaling now. Ask me about Vertical Pod Autoscaling. Let me know up front if you want the response to be timeboxed.
#KubeCon #Kubernetes #SIGAutoscaling
#KubeCon #Kubernetes #SIGAutoscaling
April 3, 2025 at 2:23 PM
According to @gjtempleton.bsky.social, I'm allowed to claim I'm a member of SIG Autoscaling now. Ask me about Vertical Pod Autoscaling. Let me know up front if you want the response to be timeboxed.
#KubeCon #Kubernetes #SIGAutoscaling
#KubeCon #Kubernetes #SIGAutoscaling
"We want to build you a mecha suit, not replace you", and "if you don't have to use kubernetes....maybe don't" -- @lizthegrey.com, live debugging a k8s autoscaling incident onstage.
May 15, 2025 at 11:08 AM
"We want to build you a mecha suit, not replace you", and "if you don't have to use kubernetes....maybe don't" -- @lizthegrey.com, live debugging a k8s autoscaling incident onstage.
In this article, you will learn how Deezer optimized Kubernetes resources with Horizontal Pod Autoscaling using custom metrics and the Prometheus Adapter
➜ https://deezer.io/optimizing-kubernetes-resources-with-horizontal-pod-autoscaling-via-custom-metrics-and-the-a76c1a66ff1c
➜ https://deezer.io/optimizing-kubernetes-resources-with-horizontal-pod-autoscaling-via-custom-metrics-and-the-a76c1a66ff1c
January 15, 2025 at 7:11 PM
In this article, you will learn how Deezer optimized Kubernetes resources with Horizontal Pod Autoscaling using custom metrics and the Prometheus Adapter
➜ https://deezer.io/optimizing-kubernetes-resources-with-horizontal-pod-autoscaling-via-custom-metrics-and-the-a76c1a66ff1c
➜ https://deezer.io/optimizing-kubernetes-resources-with-horizontal-pod-autoscaling-via-custom-metrics-and-the-a76c1a66ff1c
Tired of noisy CPU-based autoscaling? One DevOps practitioner ditched threshold-driven scaling for eBPF-derived SLIs and cut steady-state replicas 35% while catching…
https://dev.to/nainikmehta/ebpf-first-slo-driven-autoscaling-for-reliable-systems-1124
#DevOps #platform
https://dev.to/nainikmehta/ebpf-first-slo-driven-autoscaling-for-reliable-systems-1124
#DevOps #platform
September 24, 2026 at 1:30 PM
Tired of noisy CPU-based autoscaling? One DevOps practitioner ditched threshold-driven scaling for eBPF-derived SLIs and cut steady-state replicas 35% while catching…
https://dev.to/nainikmehta/ebpf-first-slo-driven-autoscaling-for-reliable-systems-1124
#DevOps #platform
https://dev.to/nainikmehta/ebpf-first-slo-driven-autoscaling-for-reliable-systems-1124
#DevOps #platform
How Should Indie Studios Configure Agones Autoscaling for Game Servers in Late 2026? — https://semble.games/knowledge/how_should_indie_studios_configure_agones_autoscaling_for_game_servers_in_late_2026.php
September 23, 2026 at 1:51 AM
How Should Indie Studios Configure Agones Autoscaling for Game Servers in Late 2026? — https://semble.games/knowledge/how_should_indie_studios_configure_agones_autoscaling_for_game_servers_in_late_2026.php