The cloud-native platform for centralized log management
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Leading firms gaining more value from their machine data
Any source, any velocity – centralize logs, metrics, and traces for full visibility.
Close the gap between detection and response with an analyst-focused, cloud-native approach.
Understand complex environments with visual analysis and KPIs that matter most.
The most recent articles & research from Devo
For better integration with SOAR solutions and other 3rd party applications, we introduce the new Alerts API with full LINQ syntax so you can create, delete, and modify Alerts directly with the API. This new feature is in Beta, contact Devo Support to get access to this feature.
Also, improved Gradient and Deviation alerts. Use the Gradient & Deviation algorithm on any numeric column, even if the query contains multiple aggregation functions. Learn more
Lastly, to improve traceability for API calls, a user will be assigned to every key pair (API key, API Secret). Learn more
In addition to sharing Activeboards with other users, Devo now makes it easier to share data from Activeboards with co-workers who don’t have access to Devo.
Now you can share your data from Devo by publishing printable PDF reports from Activeboards.
Or share it by exporting from Activeboards widget to CSV. Learn more
It’s easier to get the exact time range you want with new date operators in the Date Picker. This also includes new operators such as: snap-to, forward, backwards, set, and more (all examples in docs.devo.com). Learn more
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This new feature allows you to refresh all widgets in an Activeboard independently of the grouping period any single widget has. Learn more
The Q3 2020 Security Operations release introduces several new features and content to improve analysts’ effectiveness and improve SOC operations. Details of all updates can be found below and product documentation can be accessed here.
Overcome barriers of analyzing volumes of data with interactive, automatically built views.
Find hidden signals and understand behavioral change using Devo’s entity models and also characterize and detect malicious domains.
SecOps speeds analyst’s investigations through the use of a practitioner tailored workflow and integrated automation, reducing workload for analysts and improving their performance.
SecOps seamlessly integrates methods of enrichment, analysis, and investigation from your security ecosystem, reducing the number of consoles and quickening the analyst’s investigation pace and effectiveness.
Increase Signal Detection coverage and visibility, decrease alert noise to find hidden signals more efficiently.
Updated 6.4 JSON parser makes parsing data at query much faster by allowing for multiple selections as shown below.
Save even more time by using the updated JSON parser to map specific data types before data extraction, instead of going back and adding the data types after. Learn more
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Now do Time Series Anomaly Detection directly in Data Search using the new TSAD functions in the Data Search UI. Learn more
Now query lookups will also consider time when enriching a column’s data.Users will be able to either enrich data using the last value of a given key, or the corresponding value at a specific time. For example “the value of this ID before April 12th 2020”. Learn more
● Autoparser now has support for IPv6, MAC, timestamp as datatypes, and available for my.upload tables
●Activeboards can now be shared from parent domains across child domains
● Queries downloaded to email or S3 can now be cancelled when “Cancel Query” function is selected from Query Management screen
● The tag “my.blend” has been replaced with “my.parser” for union tables, and new tag “my.tech” specifically for data from “my.app” tables
Devo makes it easier to pull back only the fields you want by giving you the option to show all available fields in a table before executing a query. Click the “Show Table Fields” in Free Text Query to peek at available list of tables, then select only the fields you want. Learn more
Devo now will allow users to define view/manage permissions for alerts. Admins can do this via the Roles Management section of the UI. This means users will be granted permissions to define and view alerts for ONLY the category they to which they have access. Learn more
It is now possible to open and use Devo in multiple browser tabs or windows enabling greater flexibility when using Devo.
The autoparser feature introduced in v6.0 has expanded capabilities in v.6.1. It now supports JSON formatted data columns, either as a JSON data type or string. Also introduced in this release is the ability to undo and remove a parser that was created for the given table. Additionally, arrays, IPv6 and MAC addresses are now automatically detected by the tool. Note: This feature is still in beta. Learn more
Users with the correct permissions can now reset the total count of unread alerts in their domain. Also, the tooltip provided on the side bar has been redesigned to include the number of new alerts that are unique to the user and how many unread alerts there are in the domain. Learn more
Users can now easily gain insights from JSON formatted data with just a few clicks. Within Data Search, JSON formatted data columns can be pretty printed by hovering over a JSON data field and pressing “P” on the keyboard. From here, the user can then select a key/value pair and create a new column containing just the values for that key/value pair. This functionality is also available via the REST API and Activeboards. Learn more
Parsing unknown or custom log formats can now be accomplished by users with point-and-click ease. To get started, within Data Search navigate to a table that is not parsed and select the Autoparser option. Presented to the user is a suggested parsing scheme based on an analysis of a sample of the events in the table. The user can modify any of the suggestions as needed. For each identified data field the user then supplies a name of their choosing, the data type, and confirms the settings. Previously ingested, and all future logs stored in this table will now be parsed based on this parsing scheme. Note: This feature is in beta and currently only detects delineators for separator-based logs and only supports events stored in my.app tables. Learn more
Managing Devo roles has been simplified, allowing administrators to quickly provision and understand what permissions each role has thanks to a new configuration page that groups role permissions by category and whether they have view or manage rights. Learn more
A number of improvements have been made that make it easier for users to gain insights from alerts in Devo.
A number of usability improvements have been made in this release. The biggest change is that users, without requiring administrative privileges, can now share Activeboards with any other user who has the same role permissions. Additionally, the owner of an Activeboard can select whether the users they share an Activeboard with will have view and/or edit permissions.
Other Activeboards updates include:
Open ID Support
Open ID is now a supported authentication mechanism and as an option new users can be automatically registered during the initial authentication process. Learn more
New Data Operations
New domain manipulation operations are now available making it easy to extract pieces of a domain including the top level, sub, and root domains. Learn more
Look and Feel
There is a revised look and feel of the login, signup, and home page.
Queries that are built in the UI can now be run server-side. In previous releases, the web browser carried out some of a query’s calculations in addition to the server. Within Data Search you can now select whether a query runs with server mode on or off. Off is the existing and still default mode. This option is selectable per query.
When should server mode be used? If you experience degraded browser performance while executing queries with high cardinality and/or variability in the grouping keys or those that require computationally heavy calculations running with server mode on may help. It is otherwise recommended to continue running queries using the default, server mode off setting.
If a user desires they can make server mode on the default behavior for all queries. The user can enable this in the user preferences section. Learn more
Additional related changes:
CyberChef can now be invoked directly from Data Search. CyberChef is an open source app that enables analysts to easily manipulate data. For example, a user can select a piece of data from Data Search and perform a number of basic and advanced data operations and build recipes that can be saved and reused. Learn more
Quick tip: To copy a piece of data from Data Search into CyberChef, just press “c” on the keyboard. Learn more about CyberChef here: https://github.com/gchq/CyberChef
Customizable, contextual drill downs are now available in Data Search. These drill downs enable users to easily pipe a piece of data from Devo to an external service. For example, instead of manually copying and pasting domain names into a whois service, a drill down can be configured to pass the domain name to a whois service and the result displayed in a new window. Drill downs can be configured by admin users in the Global Preferences section. Learn more
Optionally, query results can now be retrieved from an S3 bucket or directly via an email. In either case, the user will be alerted via email, either with a link to an S3 bucket to retrieve the .zip or with the results directly attached. Learn more
Previously available in beta under the codename Morpheus, Devo’s next-gen dashboards, Activeboards, are now generally available. Activeboards enable users to visualize and interact with their data in a highly intuitive and real-time way. These release notes cover the major changes between beta and GA versions.
Auto-refresh can be enabled at the Activeboard or individual widget level. When enabled, the entire Activeboard or specified widgets will refresh at the defined grouping period that’s specified in the query associated with each widget. When enabled the widgets display the auto-refresh indicator. Learn more
Preset date intervals (from seconds to years) can be selected at the Activeboard and individual widget level. Selecting an interval period allows you to quickly visualize and interact with data from a specific period of time, including up to the present in real time. When an interval period is selected at the widget level, an indicator will be displayed indicating a custom period has been defined. Learn more
Sharing an Activeboard is as easy as checking a box, which makes it available to all users in the domain. Additionally, Activeboards can be marked as read-only or editable allowing you to collaborate on your Activeboard with others in your domain should you want. Learn more
After adding a new widget to an Activeboard, it may be eligible to be accelerated (via an aggregation task) and if so will display an indicator. When an aggregation task is used the speed of the query can greatly improve and thus the widget more rapidly display information. Learn more
Devo now supports creating lookups based on the results of a query. These powerful and flexible new lookups consist of two types: static and dynamic. Static query lookups contain a snapshot of a query’s results during a fixed time period. In contrast, dynamic query lookups contain key-value pairs that, once added, are continually updated based on the lookup’s moving window of time. Learn more
There have been several usability and feature updates made to alerts. Slack is now available as an alert delivery method. You only need to create a webhook in your Slack workspace, then the set-up in Devo is a breeze.
Some small but sweet updates: Now you can search and filter all of the alerts that have been created in the domain. Also, alert owners are now listed in the alerts table so, for example, you can search for the alerts that you created. Several internal improvements have also been made to make alerting more stable and to improve the overall user experience. Learn more
Devo’s indexing technology is now more flexible – it is possible to search for data, in a case insensitive way, using Devo’s highly optimized index through the use of new case insensitive operations. Operations include: has, in, and equals. When searching for data using the now available case insensitive operations case insensitive searches are substantially faster than before. Learn more
Building on the column selector capabilities first delivered in v5.4 it is now possible to reorder the columns via drag-and-drop functionality and also view the data type for each column. This makes visualizing data the precise way you need much more efficient. Learn more
It is now possible to select the columns to display prior to displaying a table. Additionally, the column layout is now easier to customize after a table has been opened. This is a usability update that makes it easier to display tables that have a large number of columns. Learn more
Cross-graph diagrams are a powerful visual analysis tool. They enable users to visually perform data correlation analysis across different tables in a single, easy-to-understand diagram. In v5.4 it is now possible to save cross-graph diagrams as a widget. These widgets persist a given cross-graph diagram between sessions. Saved widgets are available in the Finder Screen, next to the Favorite Queries section. This is a usability update to ensure cross-graph diagrams don’t need to be recreated after configured. Learn more
A new type of alert, the rolling window alert, is available starting in v5.4. With this new alert type it is possible create an alert definition that will, with a defined periodicity, look back over a specified period in order to generate an alert. This is a new feature that allows finer control over how alerts are generated over a period of time. Learn more
New in v5.4 is the map area widget. Similar to the heat map widget, with the map area widget it’s possible to visualize data on a global map. With this new map type, the size of the data point, displayed as a hexagon, will change based on a supplied value. This new feature enables users to visualize data in a new way. Learn more
It is now possible to alter the default time range of data that is displayed when opening a table. Instead of the default 24 hours, this is customizable and applies to all users in the Domain. This usability change makes it easier to access the data that’s most relevant. Learn more
It is now possible to create multiple groupings in queries directly from the UI. This avoids workarounds and reinjections that were necessary in the past. Now, in release 5.3, questions such as, “How can I calculate the standard deviation of a given set of averages?” can be added easily in the query editor window of the main query.
In release 5.3, we completely redesigned the role creation page, adding the ability to accommodate duplicate roles and including better descriptors for finer-grained actions. These refactored roles and enhancements eliminate administrative workarounds in managing the Devo environment. In addition, there is a new provisioning API to support user schema.
In Release 5.3, we introduced new API Authentication tokens. Devo administrators can now create tokens restricted to a set of tables, vs. the past API key which offered access to all tables. As Devo environments grow with the need to add 100s of end users, this significantly improves the granularity of security access management. Note, however, that the form to create the tokens remains the same – (Administration>Credentials>Http/Apiv2 Tokens)
Lastly, based on user feature requests for ease of use in the UI, we’ve added the following enhancements in release 5.3:
In release 5.2.10, Devo offers improvements to our user interface, new statistical operations, improvement in the way the OR selector functions, and a number of bug fixes.
The operation of the Domain Table layout selector has been created so admins can set up and save a Default table layout for each table across a domain, providing users in a domain with a smoother and more predictable display of tables.
New statistical operations, NNAVG, NNVAR, NNUVAR, NNSTDDEV, NNUSTDDDEV, provide users with different ways to calculate the Average, Variance (Biased and Unbiased) and Standard Deviation (Biased and Unbiased), without taking into account the Null values.
Fixes and enhancements in v5.2.10 make it simpler to use Devo. These include:
The graph widget now allows users to calculate the relationship between different tables, using one or many columns to define that relationship. This takes the already powerful graph chart to a different level, simplifying the visualization of joins (inner and outer) between different data sources.
It’s now easier to search in Devo. Customers can now sort results directly from the Devo user interface by one, many or all columns. In addition, we have improved the layout of the column header menu.
Want to understand the code behind a Dashboard Widget? Now you can go to the query that generated the widget and see the code.
Mark your favorite dashboards so they can be accessed directly from the home page. Change your favorites to suit your needs.
Users can now calculate the Shannon Entropy measure for a given string (https://en.wiktionary.org/wiki/Shannon_entropy). This is useful, for example, in the cybersecurity space when detecting randomly-generated urls.
Devo customers can now create custom styles for their line widgets. Additionally, once a customer has defined a custom style for a line widget they can store the style and use it across any line widgets within their domain. A customer might use this new feature when identifying a new exception parameter. Then, you could apply this new style across historical data in the domain. Finally, we have improved the table widget in dashboards to provide filtering and ordering.
With this release you can choose a time zone by the default browser, select a particular time zone, or select a time zone for one session. Customers can use this feature to look at data in time as it happened within the time zone, regardless of where the person(s) issuing the query is/are. This can be very useful, for example, in the world of IIoT where an operator could be in Cleveland but the machine they are operating is somewhere else in the world.
We have enabled the ability to perform OR selections directly from the column headers. Previously, to build an OR logical condition customers had to build the condition as a new column operation. Now, just clicking the OR-selector in the column headings will allow you to select, for example, one city or another, a range of IP addresses or another, and more.
Devo now supports the ability to export widgets to dashboards directly from search. This feature enables customers to create a widget in the search area and then directly export it to a dashboard. With this new feature, Devo transparently does the background work of creating the associated aggregation task, enabling you to gain insights from your data faster. This feature is available for the Voronoi, Heatmap and Line Charts; look for more enhancements to this feature, across the platform, in coming months.
Devo is introducing two new alerting features today:
When Devo is given a series of data and the deviation exceeds a defined threshold within a certain period, a deviation alert is issued. An example would be to detect the response time of a server that is significantly higher than the average of all other servers. This scenario could highlight what might be a predictable failure or a one-time anomaly.
The Devo Gradient Alert provides an alert when a value in a given period exceeds that same value in a previous period. Let’s use a use case to explain this one as well. A Devo user could be alerted when the average of a response time is 2x larger than the previous aggregation period. So, if the average in response time variance is in the 20% range, but all of a sudden jumps to 40%, a Gradient Alert would be issued.
With this release, customers can now view and edit lookups directly from Devo . The lookup process allows you to add external data to an existing data table. Previously, this type of external data upload was done via a .CSV file.
Devo Chart Aggregation is the most-used feature amongst our customers. As a software provider the first rule of product development fight club is if it’s not broke, don’t fix it, right? Right. But, what you do is listen to your customers and based on their feedback, bolster that feature. And that’s exactly what we’ve done, adding powerful new features to the chart widget to bolster its usability as a tool for Devo data analysis. In addition to the current line chart widget features, users can now:
Devo now supports sending data directly via http(s) by use of a token. This token is managed within the Devo platform from Administration>Credentials>Http tokens. With this feature, Devo users can define target tables using wildcards and have the ability to validate and centrally manage tokens with the platform. So, what’s a new use case that a Devo user might enable for their company with HTTP Sending? Mobile and IoT are good examples. With HTTP Sending users can enable log sending in any number of scenarios – for example, from an application, mobile device and any smart or IoT device. If you are interested in enabling HTTP Sending, we have included code snippets in the documentation to get you started.
In the never-ending hunt to find nuggets of insight within data, we have made improvements to our Global Search, Search box and Event Flow management. For Global Search, in domains where Global Search is enabled, Devo now keeps search criteria when you drill down into the next level of detail of the data set. For example, it is now possible to do a search on all data and execute that same search on a subset of that original search – the search data is retained for you. Additionally, we have enabled Contextual Help within the Global Search function. With this release, within Global Search, your full search expression is shown and contextual help (a pop-up screen) is available to explain the search syntax and give you examples to complete your search.
Finally, we have added the ability to ensure real-time event flows as default. Within the platform a new account preference is enabled to set the default behavior for the “Real-Time Flow” preference switch. This feature is all about speed: enabling real-time event flows within queries ensures fastest access to the latest (real-time) data sets within the Devo platform. We are thrilled to be delivering enhancements to our data delivery, security and search capabilities within the Devo platform. We believe these improvements bring enhanced speed, mobile and IoT access, SSO ease of use, and search features that will drive further data insight and analysis for users of the Devo platform.
Devo is committed to supporting industry standards around security and data access. With this release, Devo can now implement the Security Assertion Markup Language (SAML) standard to perform delegated authentication. SAML ensures the authentication and authorization exchange of data between parties (identity and service provider, for example). Single Sign-on (SSO) is the most prevalent use case for SAML Integration. Customers that implement an identification provider (Google, Okta or OneLogin, among others), can now login to the Devo platform via SSO.
All the aggregation back end technology has been moved from MONGO DB to Devo technology. This means that whenever an aggregation task (aka, datasource or casperable) is created is not stored in Mongo anymore but in a LT table. This represents a major shift in the architecture that will allow better scalability, performance and reliability. There is little change or none from the customer perspective but massive in the internals.
New links to doc all over the app.
Ability to see query’s linq in a tooltip in favorite and last queries.
Ability to download an existing lookup as a csv.
New Look and Feel of the first steps page, including links to ”send your first data” and “sample data injection. The objective is to have a clearer call to action for new customers when they first land into the app.
The edition mode has been completely overhauled to improve its usability when there is a big amount of tables to manage, as it now allows to select/deselect multiple tables at the same time. It also implement clearer call to actions and a sleeker UI.
Demo data sets available for customers to start extracting value out of Devo asap. This will come along a documented use case.
To avoid misusage of Odata a warning message is included in the feed creation.
Total overhaul of the social intelligence pages, making it easier to use.
Copy/Paste Icon in API Key/Secret to enhance usability
Two levels / not three.
Help domain administrators to manage the running queries.
To avoid confusion when sending to other domains.
Ability to mix lines and dots in the same graph.
In scenarios where the amount of events is too big for a human being to read and for the browser to cope with the app auto adjusts.
Improved response time when opening the ”Search Data” option so the tables list appear way faster.
A few enhancement the graph widget have been included in this last version. When assigning a geographical location it can be done by just drag and dropping the coordinates in one step as opposed to having to include the latitude and the longitude separately. For example see below. It is also possible to assign colors to a given nodes by drag and dropping the chosen metric as follows. For detailed information please visit
The charts now provide the possibility to apply two different styles, dark and light, besides a new set of switches to enable/disable layout settings as the chart type and the graph options. The options are accessed by clicking on the “brush” icon in the upper right corner Should you want to apply these settings to other charts visible at the same time this can be done by clicking “Apply settings to all” Additionally other enhancements have been applied as for example the ability to move signal between boxes and reorder signals within the same box. And (this applies to all widgets) you can move the widget around in the case you need room to operate and see the data but without losing it as it happened in the past.
A small improvement for panels. A selection button has been included into panels to choose which refresh frequency you want your the panel, either the grouping period used in the query or the last available period in the platform.
A new management area for Api and OData feeds is now available. Customers now will be able to fully manage their feeds, including filtering by feed, change their status (enabled/disabled), change their authentication type, description name, etc. Another main update and improvement is the ability to identify the feeds when they are created and select the authentication type so we can address all the different use cases from the different OData consumers.
Now it is possible to download as a PDF a given Dashboard It will give the possibility to select which widgets in the dashboard will be displayed in the exported PDF.
We have added in selected domains new lookups that contains information about malware and fraud threats based on a given IP. This information is gathered daily from public OSINT (Open source Intelligence) sources providing a rich source of information that can be correlated with events going well beyond the current “reputation IP” available operations. By now this lookups are only activated on demand on selected domains. Should you need their activation please contact us.
Now it is possible to set up an alert when the number of events of a given source is not sending data or under a certain threshold.
We now allow to upload files directly to Devo either from your Dropbox account or from your local file system (with a 20MB limit). You will be able to either upload files to start using Devo or to perform one-off analysis that require no continuous data ingestion. This new feature both enables you to use the current date as the event date or to select a date included in the log itself, supporting a big set of different date formats.
You can now associate a Default Finder when creating a new User Role.
It is possible now to restrict a lookup to be used only from certain tables only.
A new powerful tool has been added to complement the current finder. The tool will allow the creation of “panels” which will represent graphically a system infrastructure or process flow or whatever relationship that needs to be graphically represented. Once this is plotted each node of the panel can be linked with a query and/or an alert. This will provide a powerful high level tool to manage more complex architectures and its inherent relationships. Additionally you can include ?live data in the panels so you can track a given metric/status for analysis or surveillance.
New operations available.
A new way to set the graph up has been implemented to compose more complex representations and make it more customer friendly. Now a graph is used to configure the final graph including the option of setting bidirectional relationships, indicate that node types are equal, making more obvious the latitude and longitude properties. The way to introduce the metrics has also been redesigned to make it more appealing. And now the color of the nodes can be changed as well the icon appearance.
Now it is possible to define an alias for a given table and use the finder using Alias from that moment on.
We have added the capability of hiding tables from the finder without activity for a given time period.
ODATA feeds have been improved with the following enhancements:
– Ability to indicate relative dates
– Ability to process in streaming
– Boolean data types added
– Fixes with some data types
– Improvements on memory usage
– Basic authentication on feeds
The OData feeds will now have basic authentication. The default credentials will be set from Preferences > Account Preferences > API
Now it is possible to enable Multi Factor Authentication (MFA) as an extra security mechanism on top of the current username and password validation. Using any of the mobile compatible applications you’ll be prompted to enter a temporarily generated code to enter to your Devo account. This can be configured in Preferences, Account Preferences.
The relay creation page has been simplified and improved. Additionally the non valid options (Cloud relay and Secure sending) have been removed.
Some of the tables across the app have a brand new header that allows to filter and sort at column level by just either clicking on the funnel icon or the up-down arrows. The sort mechanism is particularly handy as it allows to go to the last record without having to scroll down in a large set of data. Updates in Graph widget now it is available: a new option to compute node sizes as max(sum(incoming links), sum(outgoing links)) , new setting to specify links curvature. New map mode setting to show/hide unpositioned nodes, new setting to specify initial mode (graph or map), numbers use SI suffixes (K, G, M) by default now, limbo area is now delimited with a visible rectangle and a title.
From now on the my.app tables are created automatically, and the formatting emails are not sent unless this is requested proactively by the user.
The union operation as well as the data injection capabilities are now available in all domains.
A new widget has been included in the product, by now only in the query area. It allows to graphically represent the relationship between nodes of a given type as, for example,the relationship between source and destination IPs in a web traffic log file. Additionally, if location information is provided to each of the nodes, the given graph can be overlapped on a map to get a graphical representation adding the location value to the nodes’ relationship.
A new widget named “Team heatmap” is added to the product. Given a time analysis period and a time aggrupation a matrix is produced representing each cell the density of a given value with a color scale. This new widget is available both in the query area and in the dashboard