Click here to close now.



Welcome!

Related Topics: Microservices Expo, Java IoT, Linux Containers, Containers Expo Blog, @CloudExpo

Microservices Expo: Press Release

Logentries Announces Machine Learning Analytics for IT Ops Monitoring

New Cloud Service for Anomaly Detection and Inactivity Alerting Improves System Up-time and Accelerates Issue Resolution

Logentries Announces Machine Learning Analytics for IT Ops Monitoring

Logentries, the most connected log management and analytics service built for the cloud, today announced new Anomaly Detection and Inactivity Alerting to help Dev and IT Ops proactively monitor, troubleshoot and resolve production system issues in real-time. Cloud-based Logentries Anomaly Detection automatically notifies users when abnormal events occur or pattern deviations surpass defined thresholds. Additionally, Logentries users can now create real-time alerting based on the absence of expected events or a shift in system behavior patterns. Using advanced machine-learning technology, the Logentries service is enabling users to proactively detect performance and security issues, and resolve problems more quickly to improve end user experience and overall system and application performance.

As modern systems are increasingly decoupled and distributed, IT and Development Operations teams often lack an effective means to monitor, troubleshoot and resolve potential issues with their production systems. When there is a shift in system behavior, or something abnormal has occurred, it is important to be automatically notified in real-time in order to mitigate potentially serious events or system-wide outages. For example, if a server response time changes from one second to five seconds, but does not generate any standard errors, Operations teams could miss the issue because they did not receive an alert. Logentries' new Anomaly Detection and Inactivity Alerting enables users to easily create a baseline query to extract specific log-based data that they want to monitor and receive alerts on.

"Logentries is quickly expanding the value of log data for our Ops team by not only centralizing and indexing all of our log sources, but now adding an automated log-based approach to monitoring and alerting that helps us to more quickly detect performance and security issues," said Geoffrey Smalling, CTO, 500friends.

With Logentries Anomaly Detection, users can:

  • Set-up real-time alerting based on deviations from important patterns and log events.
  • Easily customize Anomaly thresholds and compare different time periods.
  • Drill into specific field level data, not just generic events.
  • Receive alerts via text message, email, SMS, PagerDuty, HipChat, and Campfire.

With Logentries Inactivity Alerting, users can:

  • Monitor standard, incoming events such as an application heart beat.
  • Receive real-time alerts based on log inactivity (i.e. receive alerts when something does not occur).
  • Monitor systems for specific server performance issues or configuration issues.
  • Monitor application availability 24/7.

"It's particularly important to not only monitor errors in your logs, but proactively recognize where there has been a shift in system behavior," said Trevor Parsons, Co-founder and Chief Scientist, Logentries. "Our Anomaly Detection and Inactivity Alerting adds a new level of sophistication to Logentries that notifies users in real-time when something significantly changes in their system, such as application usage patterns, system response times or server resource consumption."

The cloud-based Logentries service collects and pre-processes log events in real-time for on-demand analysis, alerting and visualization. With custom tagging and filtering, users can correlate security and performance issues with broader infrastructure activity including application usage, server metrics, and user behavior. To learn more about Anomaly Detection, Inactivity Alerting, or to get started today with a free, all-inclusive 30-day trial of the Logentries service, visit Logentries.com

About Logentries
Logentries is the world's most connected log management and analytics service, making business insights from machine-generated log data easily accessible to development, IT and business operations teams of all sizes. With the broadest platform support and an open API, Logentries brings the value of log-level data to any system, to any team member, and to a community of more than 25,000 worldwide users. While traditional log management and analytics solutions require advanced technical skills to use, and are costly to set-up, Logentries provides an alternative designed for managing huge amounts of data, visualizing insights that matter, and sharing that information across its global user community. To sign up for the free Logentries service, visit logentries.com.

More Stories By Trevor Parsons

Trevor Parsons is Chief Scientist and Co-founder of Logentries. Trevor has over 10 years experience in enterprise software and, in particular, has specialized in developing enterprise monitoring and performance tools for distributed systems. He is also a research fellow at the Performance Engineering Lab Research Group and was formerly a Scientist at the IBM Center for Advanced Studies. Trevor holds a PhD from University College Dublin, Ireland.

Latest Stories
Fortunately, meaningful and tangible business cases for IoT are plentiful in a broad array of industries and vertical markets. These range from simple warranty cost reduction for capital intensive assets, to minimizing downtime for vital business tools, to creating feedback loops improving product design, to improving and enhancing enterprise customer experiences. All of these business cases, which will be briefly explored in this session, hinge on cost effectively extracting relevant data from ...
Advances in technology and ubiquitous connectivity have made the utilization of a dispersed workforce more common. Whether that remote team is located across the street or country, management styles/ approaches will have to be adjusted to accommodate this new dynamic. In his session at 17th Cloud Expo, Sagi Brody, Chief Technology Officer at Webair Internet Development Inc., focused on the challenges of managing remote teams, providing real-world examples that demonstrate what works and what do...
It's easy to assume that your app will run on a fast and reliable network. The reality for your app's users, though, is often a slow, unreliable network with spotty coverage. What happens when the network doesn't work, or when the device is in airplane mode? You get unhappy, frustrated users. An offline-first app is an app that works, without error, when there is no network connection.
Father business cycles and digital consumers are forcing enterprises to respond faster to customer needs and competitive demands. Successful integration of DevOps and Agile development will be key for business success in today’s digital economy. In his session at DevOps Summit, Pradeep Prabhu, Co-Founder & CEO of Cloudmunch, covered the critical practices that enterprises should consider to seamlessly integrate Agile and DevOps processes, barriers to implementing this in the enterprise, and pr...
In most cases, it is convenient to have some human interaction with a web (micro-)service, no matter how small it is. A traditional approach would be to create an HTTP interface, where user requests will be dispatched and HTML/CSS pages must be served. This approach is indeed very traditional for a web site, but not really convenient for a web service, which is not intended to be good looking, 24x7 up and running and UX-optimized. Instead, talking to a web service in a chat-bot mode would be muc...
More and more companies are looking to microservices as an architectural pattern for breaking apart applications into more manageable pieces so that agile teams can deliver new features quicker and more effectively. What this pattern has done more than anything to date is spark organizational transformations, setting the foundation for future application development. In practice, however, there are a number of considerations to make that go beyond simply “build, ship, and run,” which changes ho...
SYS-CON Events announced today that Interoute, owner-operator of one of Europe's largest networks and a global cloud services platform, has been named “Bronze Sponsor” of SYS-CON's 18th Cloud Expo, which will take place on June 7-9, 2015 at the Javits Center in New York, New York. Interoute is the owner-operator of one of Europe's largest networks and a global cloud services platform which encompasses 12 data centers, 14 virtual data centers and 31 colocation centers, with connections to 195 ad...
Most people haven’t heard the word, “gamification,” even though they probably, and perhaps unwittingly, participate in it every day. Gamification is “the process of adding games or game-like elements to something (as a task) so as to encourage participation.” Further, gamification is about bringing game mechanics – rules, constructs, processes, and methods – into the real world in an effort to engage people. In his session at @ThingsExpo, Robert Endo, owner and engagement manager of Intrepid D...
SYS-CON Events announced today that Pythian, a global IT services company specializing in helping companies adopt disruptive technologies to optimize revenue-generating systems, has been named “Bronze Sponsor” of SYS-CON's 18th Cloud Expo, which will take place on June 7-9, 2015 at the Javits Center in New York, New York. Founded in 1997, Pythian is a global IT services company that helps companies compete by adopting disruptive technologies such as cloud, Big Data, advanced analytics, and DevO...
One of the bewildering things about DevOps is integrating the massive toolchain including the dozens of new tools that seem to crop up every year. Part of DevOps is Continuous Delivery and having a complex toolchain can add additional integration and setup to your developer environment. In his session at @DevOpsSummit at 18th Cloud Expo, Miko Matsumura, Chief Marketing Officer of Gradle Inc., will discuss which tools to use in a developer stack, how to provision the toolchain to minimize onboa...
With microservices, SOA and distributed architectures becoming more popular, it is becoming increasingly harder to keep track of where time is spent in a distributed application when trying to diagnose performance problems. Distributed tracing systems attempt to address this problem by following application requests across service boundaries, persisting metadata along the way that provide context for fine-grained performance monitoring.
With an estimated 50 billion devices connected to the Internet by 2020, several industries will begin to expand their capabilities for retaining end point data at the edge to better utilize the range of data types and sheer volume of M2M data generated by the Internet of Things. In his session at @ThingsExpo, Don DeLoach, CEO and President of Infobright, will discuss the infrastructures businesses will need to implement to handle this explosion of data by providing specific use cases for filte...
SYS-CON Events announced today that Men & Mice, the leading global provider of DNS, DHCP and IP address management overlay solutions, will exhibit at SYS-CON's 18th International Cloud Expo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, NY. The Men & Mice Suite overlay solution is already known for its powerful application in heterogeneous operating environments, enabling enterprises to scale without fuss. Building on a solid range of diverse platform support,...
SYS-CON Events announced today that Fusion, a leading provider of cloud services, will exhibit at SYS-CON's 18th International Cloud Expo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, NY. Fusion, a leading provider of integrated cloud solutions to small, medium and large businesses, is the industry's single source for the cloud. Fusion's advanced, proprietary cloud service platform enables the integration of leading edge solutions in the cloud, including clou...
SYS-CON Events announced today that Commvault, a global leader in enterprise data protection and information management, has been named “Bronze Sponsor” of SYS-CON's 18th International Cloud Expo, which will take place on June 7–9, 2016, at the Javits Center in New York City, NY, and the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Commvault is a leading provider of data protection and information management...