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VictoriaMetrics Releases VictoriaLogs

VictoriaMetrics announced the GA release of its logging solution - VictoriaLogs.

The easy-to-use, open source log management solution combines a powerful query language for easy log searching with minimal resource requirements. It’s perfect for managing and analyzing large volumes of log data, especially in containerized environments such as Kubernetes.

Also announced is the upcoming preview-release of VictoriaLogs Cluster, with the full release scheduled for 2025.

VictoriaLogs - Key Highlights:

- Improves query performance for haystack searches by up to 1000 times

- Uses up to 30 times less RAM and 15 times less disk space than comparable solutions

- Accepts logs from popular log collectors

- Supports ingestion directly via Syslog protocol, removing the need for proxies and converters

“VictoriaLogs addresses the major challenges of traditional log management tools. It significantly reduces memory usage and infrastructure costs, making it a game-changer for those frustrated by slow searches in large log volumes. By using bloom filters, VictoriaLogs accelerates haystack search times and quickly pinpoints relevant data, making queries up to 1,000 times faster than competitors. Even the single-node version of VictoriaLogs is capable of replacing a comparable solutions’ cluster of up to 30 nodes. It’s a high-performance tool that simplifies log management,” said Aliaksandr Valialkin, Co-founder and CTO at VictoriaMetrics.

VictoriaLogs integrates seamlessly with the broader observability ecosystem. By allowing users to correlate logs with metrics, it provides a holistic view of system performance and behavior. Support for popular log shippers, enables easy adoption without disrupting existing logging workflows. This integrated approach not only simplifies the observability stack, but also enhances troubleshooting capabilities by allowing users to swiftly navigate between related logs and metrics.

VictoriaLogs uses automatically adjusted bloom filters instead of inverted indexes, allowing for accurate word searches providing definitive yes or no answers. By minimizing CPU time and disk read IO spent on unpacking, parsing, and reading logs, VictoriaLogs significantly saves computing resources at large scale.

Offering robust support for Syslog ingestion, VictoriaLogs simplifies this transition by allowing direct ingestion over Syslog without intermediaries. While Syslog remains a widely used standard, many existing solutions require additional proxies or converters, complicating the ingestion process. Users can easily migrate to VictoriaLogs by updating just the address or URL for their existing log shippers, ensuring a smooth transition.

“VictoriaLogs sets a new standard in log management performance, addressing the demands of today's data-intensive environments. For example, where a comparable solution creates new log streams each time a detail (such as an IP address or user ID) changes, VictoriaLogs treats these details as regular information within each log entry - resulting in fewer log streams and improving system performance and resource utilization. VictoriaLogs also achieves this while using up to 30 times less RAM and 15 times less disk space compared to popular alternatives, making it an ideal choice for organizations dealing with massive log volumes,” said Aliaksandr Valialkin, Co-founder and CTO at VictoriaMetrics.

VictoriaLogs is optimized for efficient storing and querying of wide events containing hundreds of fields, accepting wide events with different sets of fields without the need to configure. The solution’s LogsQL query language simplifies querying wide events' stats at high speed.

VictoriaLogs' efficient data management also extends to its disk I/O performance, addressing a critical bottleneck in log analytics. By requiring substantially less disk space, the solution dramatically reduces the volume of data read during resource-intensive queries. Industry tests have shown that this approach can accelerate query performance by up to two orders of magnitude, with heavy queries executing up to 100 times faster than on comparable solutions.

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VictoriaMetrics Releases VictoriaLogs

VictoriaMetrics announced the GA release of its logging solution - VictoriaLogs.

The easy-to-use, open source log management solution combines a powerful query language for easy log searching with minimal resource requirements. It’s perfect for managing and analyzing large volumes of log data, especially in containerized environments such as Kubernetes.

Also announced is the upcoming preview-release of VictoriaLogs Cluster, with the full release scheduled for 2025.

VictoriaLogs - Key Highlights:

- Improves query performance for haystack searches by up to 1000 times

- Uses up to 30 times less RAM and 15 times less disk space than comparable solutions

- Accepts logs from popular log collectors

- Supports ingestion directly via Syslog protocol, removing the need for proxies and converters

“VictoriaLogs addresses the major challenges of traditional log management tools. It significantly reduces memory usage and infrastructure costs, making it a game-changer for those frustrated by slow searches in large log volumes. By using bloom filters, VictoriaLogs accelerates haystack search times and quickly pinpoints relevant data, making queries up to 1,000 times faster than competitors. Even the single-node version of VictoriaLogs is capable of replacing a comparable solutions’ cluster of up to 30 nodes. It’s a high-performance tool that simplifies log management,” said Aliaksandr Valialkin, Co-founder and CTO at VictoriaMetrics.

VictoriaLogs integrates seamlessly with the broader observability ecosystem. By allowing users to correlate logs with metrics, it provides a holistic view of system performance and behavior. Support for popular log shippers, enables easy adoption without disrupting existing logging workflows. This integrated approach not only simplifies the observability stack, but also enhances troubleshooting capabilities by allowing users to swiftly navigate between related logs and metrics.

VictoriaLogs uses automatically adjusted bloom filters instead of inverted indexes, allowing for accurate word searches providing definitive yes or no answers. By minimizing CPU time and disk read IO spent on unpacking, parsing, and reading logs, VictoriaLogs significantly saves computing resources at large scale.

Offering robust support for Syslog ingestion, VictoriaLogs simplifies this transition by allowing direct ingestion over Syslog without intermediaries. While Syslog remains a widely used standard, many existing solutions require additional proxies or converters, complicating the ingestion process. Users can easily migrate to VictoriaLogs by updating just the address or URL for their existing log shippers, ensuring a smooth transition.

“VictoriaLogs sets a new standard in log management performance, addressing the demands of today's data-intensive environments. For example, where a comparable solution creates new log streams each time a detail (such as an IP address or user ID) changes, VictoriaLogs treats these details as regular information within each log entry - resulting in fewer log streams and improving system performance and resource utilization. VictoriaLogs also achieves this while using up to 30 times less RAM and 15 times less disk space compared to popular alternatives, making it an ideal choice for organizations dealing with massive log volumes,” said Aliaksandr Valialkin, Co-founder and CTO at VictoriaMetrics.

VictoriaLogs is optimized for efficient storing and querying of wide events containing hundreds of fields, accepting wide events with different sets of fields without the need to configure. The solution’s LogsQL query language simplifies querying wide events' stats at high speed.

VictoriaLogs' efficient data management also extends to its disk I/O performance, addressing a critical bottleneck in log analytics. By requiring substantially less disk space, the solution dramatically reduces the volume of data read during resource-intensive queries. Industry tests have shown that this approach can accelerate query performance by up to two orders of magnitude, with heavy queries executing up to 100 times faster than on comparable solutions.

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There's an image problem with mobile app security. While it's critical for highly regulated industries like financial services, it is often overlooked in others. This usually comes down to development priorities, which typically fall into three categories: user experience, app performance, and app security. When dealing with finite resources such as time, shifting priorities, and team skill sets, engineering teams often have to prioritize one over the others. Usually, security is the odd man out ...

Image
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IT outages, caused by poor-quality software updates, are no longer rare incidents but rather frequent occurrences, directly impacting over half of US consumers. According to the 2024 Software Failure Sentiment Report from Harness, many now equate these failures to critical public health crises ...

In just a few months, Google will again head to Washington DC and meet with the government for a two-week remedy trial to cement the fate of what happens to Chrome and its search business in the face of ongoing antitrust court case(s). Or, Google may proactively decide to make changes, putting the power in its hands to outline a suitable remedy. Regardless of the outcome, one thing is sure: there will be far more implications for AI than just a shift in Google's Search business ... 

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In today's fast-paced digital world, Application Performance Monitoring (APM) is crucial for maintaining the health of an organization's digital ecosystem. However, the complexities of modern IT environments, including distributed architectures, hybrid clouds, and dynamic workloads, present significant challenges ... This blog explores the challenges of implementing application performance monitoring (APM) and offers strategies for overcoming them ...

Service disruptions remain a critical concern for IT and business executives, with 88% of respondents saying they believe another major incident will occur in the next 12 months, according to a study from PagerDuty ...

IT infrastructure (on-premises, cloud, or hybrid) is becoming larger and more complex. IT management tools need data to drive better decision making and more process automation to complement manual intervention by IT staff. That is why smart organizations invest in the systems and strategies needed to make their IT infrastructure more resilient in the event of disruption, and why many are turning to application performance monitoring (APM) in conjunction with high availability (HA) clusters ...

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With the 2027 deadline for SAP S/4HANA migrations fast approaching, organizations are accelerating their transition plans ... For organizations that intend to remain on SAP ECC in the near-term, the focus has shifted to improving operational efficiencies and meeting demands for faster cycle times ...

As applications expand and systems intertwine, performance bottlenecks, quality lapses, and disjointed pipelines threaten progress. To stay ahead, leading organizations are turning to three foundational strategies: developer-first observability, API platform adoption, and sustainable test growth ...