Operations | Monitoring | ITSM | DevOps | Cloud

When an organizations' DNS authoritative server faces high volume of network traffic from multiple client devices, they would need more than one DNS server to handle them. But manually routing the network queries to each DNS server in the network would be a tedious job for the network admins. And in turn, this would slow down the network service responses, leading to multiple delays and disruptions.

In observability, we’ve traditionally been taught to think in terms of pillars, namely logs, metrics, and traces (and more recently, profiles). But pillars are rigid and disconnected. They don’t reflect how modern systems actually work or how we troubleshoot in real time. So let’s change that.

When a Node.js app slows down, you don’t get a clear picture right away. One service stalls, another spikes in CPU, and somewhere in between, requests start piling up. You can’t fix what you can’t see. Application Performance Monitoring (APM) tools close that gap. They capture request traces, latency, and errors across your stack — showing you what’s running slow and why.

It’s 3:30 p.m. A partner’s laptop refuses to authenticate to the VDI. The urgent filing is in two hours. The ticket title reads like a headstone you’ve seen a hundred times: “Can’t connect, tried rebooting, please help.” Another “undead” incident claws its way out of the queue. By home time, the backlog becomes a graveyard of recurring tickets, and your team, although brilliant and capable, is exhausted and applying the same fixes again and again.

If you’ve ever been the “network person” in the room, you know how it goes: the moment something slows down or disconnects, everyone looks at you. The pressure’s on, and you need answers fast. Is it the Wi-Fi? The ISP? A misconfigured switch? Or maybe that new cloud app is hogging bandwidth? That’s where network diagnostic tools come in.

InfluxDB 3 Core and Enterprise bring real-time performance, unlimited cardinality, and low-cost storage to AWS developers running time series workloads at scale.

Today, we’re announcing a major milestone for developers building the next generation of intelligent, real-time systems: InfluxDB 3 is available on Amazon Timestream for InfluxDB, now the default time series database offered directly in the AWS Management Console. This brings InfluxDB 3, our next-generation time series database, directly into the AWS ecosystem for the first time.

If you manage workloads across multiple clouds, you know how easy it is for critical alerts or performance issues to get lost in the noise. Switching between consoles, correlating logs, and tracking metrics across platforms can slow down troubleshooting, delaying incident resolution and increasing risk of missing critical alerts.