Operations | Monitoring | ITSM | DevOps | Cloud

In the world of log management and security analytics, one thing is abundantly clear: data volumes fluctuate. Yet most pricing models haven’t caught up. Traditional ingest-based licensing models force organizations to size their license needs based on a worst-case capacity scenario—the “high-water mark”—whether those spikes are rare and/or expected.

Everyone has a story about that one road trip where traffic got backed up, making people late to the event. When you have network connectivity problems, your information highway gets clogged up, making it difficult for users to access resources efficiently. While network troubleshooting strategies may seem simple, a lot of nuance and complexity lies in the activities when you dig into your data.

Even with the rise of high-speed networks and sophisticated monitoring tools, VoIP Call Data Records (CDR) remain an essential resource for troubleshooting and optimizing bandwidth usage. These records provide a granular view of call quality, latency, jitter, and packet loss—critical factors that directly impact voice performance.

If you grew up in the 80s and 90s, you probably remember your most beloved Trapper Keeper. The colorful binder contained all the folders, dividers, and lined paper to keep your middle school and high school self as organized as possible. Parsing JSON, a lightweight data format, is the modern, IT environment version of that colorful – perhaps even Lisa Frank themed – childhood favorite.

In today’s digital age, the internet has become an integral part of our daily lives. From working remotely to streaming movies, we rely on the internet for almost everything. However, slow internet speeds can be frustrating and can significantly affect our productivity and entertainment. Despite advancements in technology, many people continue to face challenges with their internet speeds, hindering their ability to fully utilize the benefits of the internet.

In the log aggregation game, the biggest difficulty you face can be setting up parsing rules for your logs. To qualify this statement: simply getting log files into Graylog is easy. Graylog also has out-of-the-box parsing of a wide variety of common log sources, so if your logs fall into one of the many categories of log for which there is either a dedicated Input; a dedicated Illuminate component; or that uses a defined Syslog format; then yes, parsing logs is also easy.