Pandora developed an in-house packaging system to automate the configuration and deployment of their Atlassian applications across development, staging, and production environments. Their system uses Debian packages to bundle application binaries, common and environment-specific configurations, and deployment scripts. It allows them to quickly and consistently deploy application updates and configurations across their growing infrastructure. The system provides advantages over manual processes and Atlassian's standard deployment methods by enabling repeatable, low-risk parallel deployments tailored for each environment. Pandora aims to continue improving the system with additional configuration options, server management features, and refactoring.
A Little Prep Goes a Long Way: Planning your next Jira Server UpgradeAtlassian
Upgrading an Atlassian application can be a scary undertaking. But, getting new features and better performance brings opportunity for growth and improvement.
Face your fears with Jennifer van Leeuwen, Priority Support Engineer at Atlassian. Learn how to best prepare your organization and environment for a successful upgrade and walk away with a list of steps that will ensure your next upgrade goes off without a hitch.
Advocating Adoption: Best Practices for User-Friendly Jira ConfigurationsAtlassian
One of the most difficult tasks for an Atlassian Administrator is user adoption, training, and enablement. Most Jira admins have experienced some form of resistance to change when implementing Jira.
During this talk, I'll share best practices that led to a speedy adoption of Jira at AppDynamics, as well as specific workflow configurations that make Jira more approachable. You'll learn success strategies that you can take back to your organization that promote organic adoption and growth.
Deployment Flexibility: Introducing Support for Microsoft AzureAtlassian
Heading to Azure? We got you. Atlassian and Microsoft are happy to introduce JIRA Software Data Center deployments directly into Microsoft Azure! Learn how you can get setup in Microsoft Azure with a ready to run JIRA Software Data Center Cluster, hear deployment examples for organizations who are making the move to Azure and hear about what's next for Atlassian on Azure.
Ultimate Dogfooding: Behind the Scenes of Building the New JiraAtlassian
At Atlassian, we’ve been dog-fooding Jira since the beginning of time. This means we get to use every feature and improvement firsthand before it gets delivered to you. Building the new Jira, this posed an interesting challenge – we had to get everyone moving to the new experience.
In this talk, we’ll take you through our journey of getting everyone on-board onto new Jira. There will be a guided tour on how to best use the new Jira for the full cycle of product development. By the end of this session, you’ll know how to make new Jira work for your team and not the other way round.
Portfolio Management in JIRA - Karen Branham and Scottie BrimmerAtlassian
As our company's use of JIRA increased, we sensed a need to track portfolio projects within JIRA. But we didn’t find any plugins that met our need, so we built our own process. Through a combination of custom issue types, fields, and workflows, our leaders and PMO can now see the entire portfolio of 60 projects.
A Little Prep Goes a Long Way: Planning your next Jira Server UpgradeAtlassian
Upgrading an Atlassian application can be a scary undertaking. But, getting new features and better performance brings opportunity for growth and improvement.
Face your fears with Jennifer van Leeuwen, Priority Support Engineer at Atlassian. Learn how to best prepare your organization and environment for a successful upgrade and walk away with a list of steps that will ensure your next upgrade goes off without a hitch.
Advocating Adoption: Best Practices for User-Friendly Jira ConfigurationsAtlassian
One of the most difficult tasks for an Atlassian Administrator is user adoption, training, and enablement. Most Jira admins have experienced some form of resistance to change when implementing Jira.
During this talk, I'll share best practices that led to a speedy adoption of Jira at AppDynamics, as well as specific workflow configurations that make Jira more approachable. You'll learn success strategies that you can take back to your organization that promote organic adoption and growth.
Deployment Flexibility: Introducing Support for Microsoft AzureAtlassian
Heading to Azure? We got you. Atlassian and Microsoft are happy to introduce JIRA Software Data Center deployments directly into Microsoft Azure! Learn how you can get setup in Microsoft Azure with a ready to run JIRA Software Data Center Cluster, hear deployment examples for organizations who are making the move to Azure and hear about what's next for Atlassian on Azure.
Ultimate Dogfooding: Behind the Scenes of Building the New JiraAtlassian
At Atlassian, we’ve been dog-fooding Jira since the beginning of time. This means we get to use every feature and improvement firsthand before it gets delivered to you. Building the new Jira, this posed an interesting challenge – we had to get everyone moving to the new experience.
In this talk, we’ll take you through our journey of getting everyone on-board onto new Jira. There will be a guided tour on how to best use the new Jira for the full cycle of product development. By the end of this session, you’ll know how to make new Jira work for your team and not the other way round.
Portfolio Management in JIRA - Karen Branham and Scottie BrimmerAtlassian
As our company's use of JIRA increased, we sensed a need to track portfolio projects within JIRA. But we didn’t find any plugins that met our need, so we built our own process. Through a combination of custom issue types, fields, and workflows, our leaders and PMO can now see the entire portfolio of 60 projects.
Big Bang And Beyond: Migrating Between Server and CloudAtlassian
Whether you have an on-premise deployment of Jira like Server or Data Center, or Jira Cloud, starting from scratch is not always an option. On the other hand, the idea of migrating to another platform can be daunting as well.
In this session, we'll dive into the key considerations for your migration to keep data stable and consistent. Learn about the pros and cons between the two platforms, your migration options, and the best ways to get them done successfully and safely.
The last year in JIRA has given software teams even more ways to deliver better products at a faster pace. See what’s new in the world of JIRA and what’s around the corner in the JIRA Keynote.
From Concept to Clustered JAC (jira.atlassian.com) - Graham CarrickAtlassian
The development of clustered JIRA was a complex project spanning more than a year, and resulting in significant changes to core components of JIRA. We will discuss some of the changes made to Lucene index architecture, caching and scheduling, and the migration of jira.atlassian.com as the very first production clustered JIRA.
WorldAPP is a provider of web-based data collection solutions that enable enterprises to collect, manage and leverage data flows within their organizations and with their customers and suppliers. The Company\'s products are delivered through three delivery models, On-Demand (Software-as-a-Service), On-Premise (Self-Hosted) and Separate System SaaS.
Focus, Governance, and Innovation: How LinkedIn Scaled to 3M Jira Issues and ...Atlassian
LinkedIn runs the world's largest professional community with 500M worldwide members, 10M active jobs, 9M companies and 100k articles published weekly. A stable and scalable Jira deployment was essential in the journey to meeting these milestones. Accommodating 2.5 million hits a day on a Jira instance with 3 million issues demands focus, governance, and innovation. The Jira team at LinkedIn operationalized a single deployment of Jira to support a multitude of use cases across LinkedIn. Join Arnie and Dan to hear how they grew Jira to meet the aggressive demands of a hyper growth company.
Expecto Performa! The Magic and Reality of Performance TuningAtlassian
In the enterprise there are rarely simple solutions to highly nuanced problems that satisfy all needs. Several customers might each ask "How do I make Jira/Confluence faster?" and each require a different answer. Using this example, this talk will pick apart the inputs, outputs, concerns, and realities of answering a short question with a long answer. We'll then discuss real-world examples from our own internal instances, to give you a taste of the process we've gone through to solve our own performance problems, and to show why there is no simple playbook; "it depends" on a lot! The key takeaways are:
* The importance of having a shared definition of performance
* The importance of having agreed-upon priorities, including what isn't important
* The importance of measuring (allthethings) and understanding them
* The thing you think is the problem might not be the problem, and vice versa.
* The real world and the ideal world tend to look nothing alike!
Atlassian co-founders and co-CEOs Scott Farquhar and Mike Cannon-Brookes are joined by President Jay Simons to share what's on the horizon for Atlassian and its extraordinary customers.
Learn how Autodesk broke the 300,000 issues barrier without impacting performance, keeping excellent uptime, with more than 3000 registered users and average of 1800 concurrent users. In this session you will discover the hardware architecture, system settings and other interesting data from Autodesk experience in the field.
Architecting Atlassian for Healthcare and FDA ComplianceAtlassian
The US medical device, pharmaceutical, and healthcare industries have stringent regulatory norms to protect patients' safety and privacy. They are under constant pressure to provide innovative solutions for improved personal care while staying compliant with the ever-evolving regulatory landscape.
But how do you bridge the gap between agile development for innovation and audit readiness for compliance? In this session, Sundar Selvatharasu and Andy Spoone of Sierra Labs will share how they use Jira both for engineering innovation and as a quality management system for compliance with GXP, GDPR, and HIPAA.
Are you Ready to Rumble? Let's Migrate Some Jira DataAtlassian
Migrating data from one Jira or Confluence to another can be frustrating and painful if not planned properly. We've managed 40+ successful migrations over the last 6 years at Cisco, and want to share the tips and tricks we learned along the way.
Discover how we handled the migration of Jira and Confluence instances with the right mix of people, processes, and tools. Get a look at our own code and migration questionnaire to help your own future migrations.
Jira & Ansible: Streamlining Jira Server Administration for the EnterpriseAtlassian
In 2017, Yelp had over 40 Jira administrators. Their environment had hundreds of orphaned workflows, screens, and schemes with very little oversight into who was doing what with their Jira Server instance.
Their team turned to Ansible to empower Yelp's engineers to create and archive projects, update categories, project leads, keys, and archive projects without having access to administrative rights and sensitive functions. Learn how they secured and simplified their environment, reduced turnaround time for Jira requests, and made their lives as admins much easier (and how you can, too!)
Introduction to the ACA Atlassian Expert event "How successful teams are built on top of Atlassian and Tempo", going into the Atlassian news between June and September 2015
Vous avez entendu parler des acteurs Akka et vous vous demandez quels types d’architectures vous pouvez mettre en place, ou comment les intégrer dans votre architecture ? Et quelle est la courbe d’apprentissage ? A travers un retour d’expérience, nous répondrons à ces questions et vous montrerons comment en trois mois nous avons mis en place une architecture basée sur Akka et Spray en Scala.
Par Nicolas Jozwiak
Administration of Atlassian Software is getting easier every day. We've been listening to user feedback and have made big improvements to managing users at scale, simplifying configuration, and improving administrator user experience.
Products covered:
JIRA Software, JIRA Service Desk, Confluence, Bitbucket, HipChat
What is DevOps? It’s a fairly hot term in today’s application development and operations space,but there are many different definitions as to what DevOps really is. Ultimately, DevOps is abouthow teams build software, deploy software and maintain it throughout its lifecycle. There is nosingle, right answer to the question, but there are a number of tools and strategies that can helpcustomers adopt a winning DevOps process that allows dev and operations teams to moreproductive together.In this session, the audience will learn what DevOps is at a high level, provide strategies for howto implement a DevOps process that fits their organization’s needs and how the MicrosoftApplication Lifecycle Management (ALM) tooling can help with this. As part of the session,attendees can expect to learn how to set up the Microsoft ALM stack for their teams and how touse it effectively in their software development lifecycle, regardless of the role each individual plays on the team.
How to Encourage Non-Development Teams to Use JIRA and ConfluenceAtlassian
As a developer you use Confluence and JIRA because they improve your proficiency in processes, knowledge transfer, training peers, and situational awareness in projects. But what about the non-technical people outside your team? Kick-start your whole company's adoption of JIRA and Confluence with some tips from James Hilving of Masergy Communications. He'll talk about add-ons, page templates, simple workflows, and terminology that'll bridge the gap and get everyone on the same page. (A Confluence page, that is!)
Devops core principles
CI/CD basics
CI/CD with asp.net core webapi and Angular app
Iac Why and What?
Demo using Azure and Azure Devops
Docker why and what ?
Demo using Azure and Azure Devops
Kubernetes why and what?
Demo using Azure and Azure Devops
This presentation will provide a high level overview of the current role that desktop applications play in enterprise environments, and the general risks associated with different deployment models. It will also cover common methodologies, techniques, and tools used to identify vulnerabilities in typical desktop application implementations. Although there will be some technical content. The discussion should be interesting and accessible to both operational and management levels.
More security blogs by the authors can be found @
https://www.netspi.com/blog/
Big Bang And Beyond: Migrating Between Server and CloudAtlassian
Whether you have an on-premise deployment of Jira like Server or Data Center, or Jira Cloud, starting from scratch is not always an option. On the other hand, the idea of migrating to another platform can be daunting as well.
In this session, we'll dive into the key considerations for your migration to keep data stable and consistent. Learn about the pros and cons between the two platforms, your migration options, and the best ways to get them done successfully and safely.
The last year in JIRA has given software teams even more ways to deliver better products at a faster pace. See what’s new in the world of JIRA and what’s around the corner in the JIRA Keynote.
From Concept to Clustered JAC (jira.atlassian.com) - Graham CarrickAtlassian
The development of clustered JIRA was a complex project spanning more than a year, and resulting in significant changes to core components of JIRA. We will discuss some of the changes made to Lucene index architecture, caching and scheduling, and the migration of jira.atlassian.com as the very first production clustered JIRA.
WorldAPP is a provider of web-based data collection solutions that enable enterprises to collect, manage and leverage data flows within their organizations and with their customers and suppliers. The Company\'s products are delivered through three delivery models, On-Demand (Software-as-a-Service), On-Premise (Self-Hosted) and Separate System SaaS.
Focus, Governance, and Innovation: How LinkedIn Scaled to 3M Jira Issues and ...Atlassian
LinkedIn runs the world's largest professional community with 500M worldwide members, 10M active jobs, 9M companies and 100k articles published weekly. A stable and scalable Jira deployment was essential in the journey to meeting these milestones. Accommodating 2.5 million hits a day on a Jira instance with 3 million issues demands focus, governance, and innovation. The Jira team at LinkedIn operationalized a single deployment of Jira to support a multitude of use cases across LinkedIn. Join Arnie and Dan to hear how they grew Jira to meet the aggressive demands of a hyper growth company.
Expecto Performa! The Magic and Reality of Performance TuningAtlassian
In the enterprise there are rarely simple solutions to highly nuanced problems that satisfy all needs. Several customers might each ask "How do I make Jira/Confluence faster?" and each require a different answer. Using this example, this talk will pick apart the inputs, outputs, concerns, and realities of answering a short question with a long answer. We'll then discuss real-world examples from our own internal instances, to give you a taste of the process we've gone through to solve our own performance problems, and to show why there is no simple playbook; "it depends" on a lot! The key takeaways are:
* The importance of having a shared definition of performance
* The importance of having agreed-upon priorities, including what isn't important
* The importance of measuring (allthethings) and understanding them
* The thing you think is the problem might not be the problem, and vice versa.
* The real world and the ideal world tend to look nothing alike!
Atlassian co-founders and co-CEOs Scott Farquhar and Mike Cannon-Brookes are joined by President Jay Simons to share what's on the horizon for Atlassian and its extraordinary customers.
Learn how Autodesk broke the 300,000 issues barrier without impacting performance, keeping excellent uptime, with more than 3000 registered users and average of 1800 concurrent users. In this session you will discover the hardware architecture, system settings and other interesting data from Autodesk experience in the field.
Architecting Atlassian for Healthcare and FDA ComplianceAtlassian
The US medical device, pharmaceutical, and healthcare industries have stringent regulatory norms to protect patients' safety and privacy. They are under constant pressure to provide innovative solutions for improved personal care while staying compliant with the ever-evolving regulatory landscape.
But how do you bridge the gap between agile development for innovation and audit readiness for compliance? In this session, Sundar Selvatharasu and Andy Spoone of Sierra Labs will share how they use Jira both for engineering innovation and as a quality management system for compliance with GXP, GDPR, and HIPAA.
Are you Ready to Rumble? Let's Migrate Some Jira DataAtlassian
Migrating data from one Jira or Confluence to another can be frustrating and painful if not planned properly. We've managed 40+ successful migrations over the last 6 years at Cisco, and want to share the tips and tricks we learned along the way.
Discover how we handled the migration of Jira and Confluence instances with the right mix of people, processes, and tools. Get a look at our own code and migration questionnaire to help your own future migrations.
Jira & Ansible: Streamlining Jira Server Administration for the EnterpriseAtlassian
In 2017, Yelp had over 40 Jira administrators. Their environment had hundreds of orphaned workflows, screens, and schemes with very little oversight into who was doing what with their Jira Server instance.
Their team turned to Ansible to empower Yelp's engineers to create and archive projects, update categories, project leads, keys, and archive projects without having access to administrative rights and sensitive functions. Learn how they secured and simplified their environment, reduced turnaround time for Jira requests, and made their lives as admins much easier (and how you can, too!)
Introduction to the ACA Atlassian Expert event "How successful teams are built on top of Atlassian and Tempo", going into the Atlassian news between June and September 2015
Vous avez entendu parler des acteurs Akka et vous vous demandez quels types d’architectures vous pouvez mettre en place, ou comment les intégrer dans votre architecture ? Et quelle est la courbe d’apprentissage ? A travers un retour d’expérience, nous répondrons à ces questions et vous montrerons comment en trois mois nous avons mis en place une architecture basée sur Akka et Spray en Scala.
Par Nicolas Jozwiak
Administration of Atlassian Software is getting easier every day. We've been listening to user feedback and have made big improvements to managing users at scale, simplifying configuration, and improving administrator user experience.
Products covered:
JIRA Software, JIRA Service Desk, Confluence, Bitbucket, HipChat
What is DevOps? It’s a fairly hot term in today’s application development and operations space,but there are many different definitions as to what DevOps really is. Ultimately, DevOps is abouthow teams build software, deploy software and maintain it throughout its lifecycle. There is nosingle, right answer to the question, but there are a number of tools and strategies that can helpcustomers adopt a winning DevOps process that allows dev and operations teams to moreproductive together.In this session, the audience will learn what DevOps is at a high level, provide strategies for howto implement a DevOps process that fits their organization’s needs and how the MicrosoftApplication Lifecycle Management (ALM) tooling can help with this. As part of the session,attendees can expect to learn how to set up the Microsoft ALM stack for their teams and how touse it effectively in their software development lifecycle, regardless of the role each individual plays on the team.
How to Encourage Non-Development Teams to Use JIRA and ConfluenceAtlassian
As a developer you use Confluence and JIRA because they improve your proficiency in processes, knowledge transfer, training peers, and situational awareness in projects. But what about the non-technical people outside your team? Kick-start your whole company's adoption of JIRA and Confluence with some tips from James Hilving of Masergy Communications. He'll talk about add-ons, page templates, simple workflows, and terminology that'll bridge the gap and get everyone on the same page. (A Confluence page, that is!)
Devops core principles
CI/CD basics
CI/CD with asp.net core webapi and Angular app
Iac Why and What?
Demo using Azure and Azure Devops
Docker why and what ?
Demo using Azure and Azure Devops
Kubernetes why and what?
Demo using Azure and Azure Devops
This presentation will provide a high level overview of the current role that desktop applications play in enterprise environments, and the general risks associated with different deployment models. It will also cover common methodologies, techniques, and tools used to identify vulnerabilities in typical desktop application implementations. Although there will be some technical content. The discussion should be interesting and accessible to both operational and management levels.
More security blogs by the authors can be found @
https://www.netspi.com/blog/
Achieving Infrastructure Portability with ChefMatt Ray
Deploying to the cloud has made it easy to run large numbers of servers, but users may become dissatisfied with their particular cloud platform for reasons such as price, support and performance. There are a number of vendor lock-ins to avoid, this talk discusses how to do so with the open source configuration management and infrastructure automation platform Chef. Chef makes it easy to deploy to nearly every public and private cloud platform as well as virtualized and physical servers. Chef may also be used to deploy cloud infrastructures such as OpenStack, Eucalyptus or CloudStack. By abstracting away the platform, infrastructure becomes portable and you are free to deploy wherever necessary.
Chef is an open source configuration management and service integration automation tool that has been integral to a number of large successful OpenStack deployments. This talk will provide a brief introduction to Chef and why it frequently the configuration tool of choice for large deployments and discuss the use of Chef within the OpenStack ecosystem (development, testing, deploying and managing the installation). Chef also provides the ability to manage the instances running on top of Nova through the knife-openstack plugin.
During this presentation, cloud database architect Hans Hrasna, reviews how to leverage the cloud to:
Extend the benefits of the Postgres systems already running in your datacenter
Save your company time and money
Optimize and protect your database deployments
Expand your options for development or deployment
Lessons Learned Running Hadoop and Spark in Docker ContainersBlueData, Inc.
Many initiatives for running applications inside containers have been scoped to run on a single host. Using Docker containers for large-scale production environments poses interesting challenges, especially when deploying distributed big data applications like Apache Hadoop and Apache Spark. This session at Strata + Hadoop World in New York City (September 2016) explores various solutions and tips to address the challenges encountered while deploying multi-node Hadoop and Spark production workloads using Docker containers.
Some of these challenges include container life-cycle management, smart scheduling for optimal resource utilization, network configuration and security, and performance. BlueData is "all in” on Docker containers—with a specific focus on big data applications. BlueData has learned firsthand how to address these challenges for Fortune 500 enterprises and government organizations that want to deploy big data workloads using Docker.
This session by Thomas Phelan, co-founder and chief architect at BlueData, discusses how to securely network Docker containers across multiple hosts and discusses ways to achieve high availability across distributed big data applications and hosts in your data center. Since we’re talking about very large volumes of data, performance is a key factor, so Thomas shares some of the storage options implemented at BlueData to achieve near bare-metal I/O performance for Hadoop and Spark using Docker as well as lessons learned and some tips and tricks on how to Dockerize your big data applications in a reliable, scalable, and high-performance environment.
http://conferences.oreilly.com/strata/hadoop-big-data-ny/public/schedule/detail/52042
#ATAGTR2019 Presentation "Role of QA in world of DevOps" By Prashant BeniwalAgile Testing Alliance
Prashant Beniwal who is a Devops CI/CD Coach & Trainer, AI and ML Enthusiast, Director at Amdocs took a Session on "Role of QA in world of DevOps" at Global Testing Retreat #ATAGTR2019
Chef for OpenStack - OpenStack Fall 2012 SummitMatt Ray
Chef for OpenStack is a collaborative project for the deployment and management of OpenStack clouds. This is an overview of the status of the project at the OpenStack Fall 2012 Summit
Getting started with MariaDB? Whether it is on your laptop or server, containers are great ephemeral vessels for your applications. But what about the data that drives your business? It must survive containers coming and going, maintain its availability and reliability, and grow when you need it.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
"Impact of front-end architecture on development cost", Viktor TurskyiFwdays
I have heard many times that architecture is not important for the front-end. Also, many times I have seen how developers implement features on the front-end just following the standard rules for a framework and think that this is enough to successfully launch the project, and then the project fails. How to prevent this and what approach to choose? I have launched dozens of complex projects and during the talk we will analyze which approaches have worked for me and which have not.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
2. Automated Configuration and Deployment
of Atlassian Applications at Pandora
October 3, 2013
Raju Kadam & Myra Chachkin
Technical Operations
Pandora Media
31. $ cat jira-rsync.conf
# On <DESTHOST>, run as user jira:
# rsync --daemon --port=1234
# --config=/home/jira/jira-5.2.6-rsync.conf
# Then on <SOURCEHOST>, run as user jira:
# cd /home/jira/jira-4.4.1-data;
# rsync -aHPv --port=1234
# --progress caches data plugins
# DESTHOST::jira-5.2.6
[jira-5.2.6]
path = jira-5.2.6-data
use chroot = false
readonly = false
uid = jira
gid = jira
35. notification email template
old behavior –
Subject: (Jira) Resolved: [OPS-123] package Jira
new behavior –
Subject: (Jira) [OPS-123] package Jira
We liked it the old way!
47. unique identifier per instance
• instance id: app/version/env
such as “jira-5.2.6-dev”
• uniquely identifies:
• installation & data directories
• virtualhost name
• database name
• init script name
59. Rate this Talk
Automated Configuration & Deployment of
Atlassian Applications
Text code below to 22333
or visit http://bit.ly/19K6NRq
MEH = 5N
NO T BA D = 5P
P R ET T Y GO O D = 5Q
A WES O ME = 5R
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