89 results found

1. API integration for cloud event sources

   As a security analyst,

   I want to collect events directly from cloud resources (XaaS, eg AWS, Azure, Okta, Github, GCP...) without having to run an intermediary host such as Logstash, so that I can lower my infrastructure cost, lower external hosting complexity and lower our maintenance overhead.

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2. Correlation between indexes in OpenSearch Dashboards

   As a security analyst,

   I want to be able to search across more than one index within Discover (and Dashboards queries), so that I can enrich data between sources.

   For example, Okta logs contain an organisations user logins, along with their IP addresses. We may also have SSHd logs, and between the two we could correlate IP address to provide user details into a search of SSH logs. Many examples could be found.
   In addition, [share any additional context or why this idea is important to you]

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3. A unified search, alarm & dashboarding experience in OpenSearch

   As a security analyst,

   I want to have a unified alerting, dashboarding and search experience in my SIEM, so that our capabilities are not spread across multiple plugins with differing query languages.

   Currently between Dashboards/Discover, Security Analytics, Observability there is not a unified experience, it is extremely confusing and difficult to use, and to make this harder each component has a different set of upstream repositories and seemingly little co-ordination between them in features, documentation and bug fixes, making the experience very confusing and difficult.

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4. Search a string as another data type in OpenSearch

   As a security or data analyst,

   I want to be able to treat a string as another data type at search, for example searching the string "1" as an integer upon search, so that I can search data appropriately without having to update the mapping and reindex all data.

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5. OpenSearch Dashboards range pickers in Visualisations

   As a security analyst,

   I want to utilise 'range' in visualisations without having to Edit Query as DSL,
   so that I can save time and also have people without extensive DSL knowledge create visualisations.

   2 votes

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6. Keep OpenSearch Security Plugin SIGMA rules up to date.

   As a security analyst and operator,

   I want to utilise up-to-date SIGMA rules in the OpenSearch Security Plugin, so that I can utilise current contributions from the opensource community.

   For example - at the time of writing this - the Okta rules in Security Plugin repo (main branch) have not been updated since February 2023 - with 13 rules available , while the SIGMA repo (master branch) Okta rules were last updated in December 2023 - with 21 rules available, notably including rules based on the high-profile Okta breach in 2023.

   This can be observed across many rule categories, with the result that Security Analytics is generally very out of date.

   • https://github.com/opensearch-project/security-analytics/tree/main/src/main/resources/rules
   • https://github.com/SigmaHQ/sigma/tree/master/rules

   As a security analyst and operator,

   I want to utilise up-to-date SIGMA rules in the OpenSearch Security Plugin, so that I can utilise current contributions from the opensource community.

   For example - at the time of writing this - the Okta rules in Security Plugin repo (main branch) have not been updated since February 2023 - with 13 rules available , while the SIGMA repo (master branch) Okta rules were last updated in December 2023 - with 21 rules available, notably including rules based on the high-profile Okta breach in 2023.

   This can be observed across many rule categories, with… more

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7. View the underlying data of a visualisations in OpenSearch Dashboard

   As an OpenSearch user
   I want to view the data underneath the visualisation
   so that I can quickly identify root cause of some abnormal behaviour of my system

   2 votes

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8. Support table engine MaterializedPostgreSQL in ClickHouse

   As a user of both PostgreSQL (on-prem, on another cloud provider or at Aiven) and Aiven for ClickHouse,
   I want to be able to ingest my PostgreSQL data, not as a on time snapshot or a remote view of the data like the current integrations allow me to, but as tables created and stored in ClickHouse that pull updates from PostgreSQL regularly.

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9. Improve default JOIN Engine for Aiven for ClickHouse

   As a user of Aiven for ClickHouse,
   I want to use the most optimized default settings possible. From the start I want to have the default JOIN set as the most performant possible and not the ClickHouse default one. This comes without me, the user, having to change any settings. However, I should be able to tweak those settings if needed in specific cases.
   See https://clickhouse.com/docs/en/engines/table-engines/special/join

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10. Better error messages when using the built-in query editor in console for Aiven for ClickHouse

    As a user,
    I want to have a better idea why queries I run in the built-in query editor in the Aiven console do not work.
    Clearer error messages are a way to let users know what went wrong and modify their queries accordingly.

    2 votes

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11. Serverless experience

    As developer,
    I want to load data and run some queries against that data using ClickHouse,
    so that I can start a new project, or learn the value of ClickHouse as a technology,
    without having to worry about the size shape or cost of a hosted VM running that instance or cluster.
    It would be good to have a running total of the cost per query.

    2 votes

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12. Cancel Queries for ClickHouse regardless of where I ran the query (including the query editor in the Aiven console)

    As ClickHouse User
    I want to be able to cancel distributed ClickHouse queries without contacting support
    so that I can resolve accidental query executions by myself in a self service manner. This reduces RTT and allows for me to move faster.
    I want to be able to do so regardless of the tool I use to run and cancel the query - this includes the query editor in the Aiven console

    2 votes

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13. MySQL Table engine

    As someone drunning analytics queries with Clickhouse against multiple data sources,
    I want to have the MySQL table engine enabled so that I can create tables in Clickhouse that span data in external MySQL instances,
    so that I can bring the value of external data sources into my analysis.

    2 votes

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14. Allow customer to stick with one minor OpenSearch version for an extended period

    As a DB admin
    I want to stick w a minor OS version until I have done all my testing with the new minor versions to make sure it does not break anything
    so that I can confidently upgrade my OS.

    1 vote

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15. Support and/or adopt PGSync to help users maintain real-time sync between Postgres and Opensearch

    As an OpenSearch and Postgres user
    I want to easily keep these databases in sync
    so that I can provide low latency, high throughput full text search that doesn't impact my transactional database.

    Ever since search engines were invented, developers have struggled with keeping their system of records (typically relational databases like Oracle, Postgres, MySQL, etc) in sync with the search engine. Batch oriented processes are often not real-time enough resulting in poor user experiences where the search results don't return the same information as what's represented in the system of record. Event-oriented solutions such as writing updates from the app layer to Kafka which are then consumed by multiple databases can result in consistency issues and data stores becoming wildly out of sync, requiring a full re-index.

    PGSync could be a helpful tool to address this common challenge: https://pgsync.com/

    As an OpenSearch and Postgres user
    I want to easily keep these databases in sync
    so that I can provide low latency, high throughput full text search that doesn't impact my transactional database.

    Ever since search engines were invented, developers have struggled with keeping their system of records (typically relational databases like Oracle, Postgres, MySQL, etc) in sync with the search engine. Batch oriented processes are often not real-time enough resulting in poor user experiences where the search results don't return the same information as what's represented in the system of record. Event-oriented solutions such as writing updates from the… more

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16. DDS support for Aiven for Clickhouse

    As DevOps
    I want to see Dynamic disk sizing (DDS) as available option for Aiven for ClickHouse

    1 vote

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17. Providing a Idea on Real-time Resource Optimization Assistant!

    One helpful idea for improving user experience on cloud platforms like Aiven is to implement a "Real-time Resource Optimization Assistant": This feature would automatically analyze a user’s resource usage (e.g., CPU, memory, storage) and provide real--time recommendations on scaling resources up or down based on current needs: It could also suggest more cost-effective configurations or alternative services if it detects underutilized resources: For example,, if a database instance is consistently operating well below its capacity,, the assistant would recommend reducing resources to save on costs: Conversely, if there’s a spike in demand, it would suggest scaling up to prevent performance issues.

    This assistant would function as a background service, unobtrusive but accessible, offering recommendations through the dashboard and optional alerts via email or chat tools: By integrating machine learning,, it could continuously improve its predictions and suggestions based on historical usage patterns:

    This idea can help users better manage their cloud resources, minimize costs, and avoid downtime,, all while reducing the manual effort involved in monitoring and adjusting configurations: It empowers users to focus on their core tasks while ensuring their infrastructure runs optimally:

    With Regards,
    JamesDocker

    One helpful idea for improving user experience on cloud platforms like Aiven is to implement a "Real-time Resource Optimization Assistant": This feature would automatically analyze a user’s resource usage (e.g., CPU, memory, storage) and provide real--time recommendations on scaling resources up or down based on current needs: It could also suggest more cost-effective configurations or alternative services if it detects underutilized resources: For example,, if a database instance is consistently operating well below its capacity,, the assistant would recommend reducing resources to save on costs: Conversely, if there’s a spike in demand, it would suggest scaling up to prevent performance… more

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18. Support externally hosted models in OpenSearch

    As developer
    I want to configure OpenSearch to generate embeddings using remote models on OpenAI, Cohere, Sagemaker, etc.
    so that I can use the best available models on the market and simplify my codebase by letting OpenSearch generate these embeddings

    https://opensearch.org/docs/latest/ml-commons-plugin/remote-models/index/

    1 vote

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19. Ability to change refresh interval for Index using Terraform

    As a DBRE
    I want to change the index refresh interval from a default value to some non-default value as a part of our latency optimization. With that, I would like this ability through IAC and control through our codebase.

    The idea here is to control this value from IAC and in more organized fashion.

    1 vote

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20. Simplified Data Visualization Dashboard

    As a Data Analyst, I propose developing a user-friendly data visualization dashboard tailored for non-technical users. The goal is to make data insights accessible without requiring advanced analytics skills. This dashboard would feature drag and drop functionality, allowing users to easily customize charts and graphs. Pre-built templates for common metrics could help streamline the process, and real-time data updates would ensure users always see the most current information.

    Incorporating interactive elements like clickable filters and tooltips would enhance usability, enabling users to explore data without feeling overwhelmed. By focusing on intuitive design and ease of use, this dashboard could empower teams to make data-driven decisions more effectively, bridging the gap between complex analytics and everyday business needs.

    As a Data Analyst, I propose developing a user-friendly data visualization dashboard tailored for non-technical users. The goal is to make data insights accessible without requiring advanced analytics skills. This dashboard would feature drag and drop functionality, allowing users to easily customize charts and graphs. Pre-built templates for common metrics could help streamline the process, and real-time data updates would ensure users always see the most current information.

    Incorporating interactive elements like clickable filters and tooltips would enhance usability, enabling users to explore data without feeling overwhelmed. By focusing on intuitive design and ease of use, this dashboard could empower… more

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