The document provides a 10 step guide to cloud security in Azure. It discusses how old security rules still apply, that 90% of breaches can be avoided by doing simple things like patching and access control, and that cloud security starts with a strong foundation. It also covers understanding shared responsibility, identity as the new perimeter, leveraging built-in Azure security features, and working with DevOps teams to build security into the development process.
Agenda:
1. Cyber Security - How it works, today!
2. Data Analytics, the What and the Why
3. The technical aspects
4. The pipeline
5. Opportunities - Gaps we're aiming for
6. Demo
This presentation, talks about how data analytics can play a significant role in the cyber security space and it also talks about various design challenges associated with datasets in cyber security and how they can be solved.
Secrets of getting Legacy to Cloud - setting the sceneDavid Terrar
Setting the scene for EuroCloud session with 5 different perspectives on the issues around moving Legacy applications to the Cloud. The digital landscape, digital transformational, Shadow IT, public vs private etc.
Understanding the architecture of cloud becomes necessary for an organization to take full advantage of cloud services, and this is where you can get help from.
Machine Learning, Artificial Intelligence (AI), and the Future of Big Data Analytics
Making Big Data Fit – Discovering where the platform will work for you
Modernizing BI & Analytics
Data Science in the Enterprise
Agenda:
1. Cyber Security - How it works, today!
2. Data Analytics, the What and the Why
3. The technical aspects
4. The pipeline
5. Opportunities - Gaps we're aiming for
6. Demo
This presentation, talks about how data analytics can play a significant role in the cyber security space and it also talks about various design challenges associated with datasets in cyber security and how they can be solved.
Secrets of getting Legacy to Cloud - setting the sceneDavid Terrar
Setting the scene for EuroCloud session with 5 different perspectives on the issues around moving Legacy applications to the Cloud. The digital landscape, digital transformational, Shadow IT, public vs private etc.
Understanding the architecture of cloud becomes necessary for an organization to take full advantage of cloud services, and this is where you can get help from.
Machine Learning, Artificial Intelligence (AI), and the Future of Big Data Analytics
Making Big Data Fit – Discovering where the platform will work for you
Modernizing BI & Analytics
Data Science in the Enterprise
Вы разрабатываете программу непрерывности бизнеса и экстренного восстановления, планируете, как будете справляться с пожаром, сбоями питания или стихийными бедствиями. Но внезапно в вашу сеть попадает шифровальщик-вымогатель, и, возможно, каждую секунду вы теряете доступность своих активов, а вместе с ними и данные. Докладчик расскажет о том, почему угрозу шифровальщиков стоит рассматривать в контексте непрерывности бизнеса и как справляться с уже произошедшим инцидентом и минимизировать его последствия.
Agile Enterprise Rome 2018 - Ops and Security in a PaaS and Serverless worldChris Swan
A look at how PaaS can be helpful in dealing with the 'audit paradox' presented by the choice between bolt on and build in for security, along with operational considerations for a serverless environment
Best Security Practices in the Intelligence Community - SID214 - re:Invent 2017Amazon Web Services
Executives from the Intelligence community discuss cloud security best practices in a field where security is imperative to operations. Security Cloud Chief John Nicely and Deputy Chief of Cyber Integration Scott Kaplan share success stories of migrating mass data to the cloud from a security perspective. Hear how they migrated their IT portfolios while managing their organizations' unique blend of constraints, budget issues, politics, culture, and security pressures. Learn how these institutions overcame barriers to migration, and ask these panelists what actions you can take to better prepare yourself for the journey of mass migration to the cloud.
Keynote Address at 2013 CloudCon: Future of Enterprise IT: Manage Cloud Spraw...exponential-inc
We’ve all heard again and again that the cloud enables agility and velocity, and creates independence for business lines within the enterprise. Without coordination and oversight, however, the easy and widespread access to a mix of public, private and hybrid cloud solutions across IaaS, SaaS and PaaS has resulted in unchecked cloud sprawl within organizations. Cloud sprawl is splintering applications, systems and solutions across the enterprise. It has left IT without any visibility or authority, while accountability continues to be firmly placed on their shoulders. This is creating levels of complexities and liabilities that defy business sense. It has also resulted in enterprises missing opportunities, including better cost management.
John will discuss the value of IT not only in ensuring business-critical coordination, compliance and security, as well as cost-savings, but also the role IT can play in championing innovation. He will present systems and solutions that will allow IT to deliver all the benefits of cloud adoption, all the speed and velocity, while maintaining the crucial ability to govern. This keynote is based on AppFog's own experience in meeting the challenges of running a public cloud strategy at scale, without reverting to the traditional and unsustainable option of vendor lock-in. It also draws from AppFog’s deep experience in developing, deploying and managing private and hybrid cloud solutions.
The Journey from Zero to SOC: How Citadel built its Security Operations from ...Elasticsearch
See how Citadel Group replaced their IT ops infrastructure monitoring tool with Elastic Security and Elastic Cloud Enterprise — and how it positively impacted their enterprise software and services managed offerings for their end customers across the world.
GDPR: Security & Data Protection at the Core of Your StrategyAmazon Web Services
The EU’s General Data Protection Regulation (GDPR) protects EU citizens’ fundamental right to privacy and the protection of personal data. It introduces robust requirements that will raise and harmonize standards for data protection, security, and compliance. Come learn how to work with AWS to build your security and data protection strategy, and how to transform the way your organisation processes data. In this session, we will examine GDPR as the baseline for data protection, with the belief that organisations should aim higher. The cloud makes this a realistic goal.
Francisco Mingorance, General Secretary, CISPE
Tim Rains, Principal Business Developer, Security Acceleration, AWS; Stephane Ducable, Director, EU Public Policy, AWS
Welcome by Mackenzie Kosut - AWS Startup Day Chicago 2018Amazon Web Services
About the Event
Launching a successful startup takes more than building on the most flexible, reliable, and scalable infrastructure available today. Startup Day is an opportunity to hear from successful startups about how they've tackled the unique technical challenges in their industry. It's also an opportunity to meet other startup leaders in your community to share ideas, help each other grow, and inspire each other while tackling problems that affect your organization.
Who Should Attend?
This event is built for early stage (pre-seed & bootstrapped) technical leads and entrepreneurs. Attendees will learn from a technical perspective what did and didn't work well from other startups across a diverse range of industries. Hear what funded and late stage startups wish they knew before they began building. Learn how companies are leveraging SageMaker for optimizing Machine Learning training and deployment, deploying ECS for container orchestration, and using Lambda to build companies that are entirely serverless.
Accelerate Your Migration: How Customers Are Approaching Large-Scale Migratio...Amazon Web Services
In this session, we join the European Commission, MirrorWeb, and Agentschap Wegen en Verkeer as they share their journeys of migration and transformation. While their missions are diverse, they all share common goals: move faster, reduce costs, increase security, and create a culture where builders can innovate for their customers. In this session, we focus on what we've learned from helping a multitude of similar public sector organisations migrate their legacy footprints to AWS and transform their platforms to better achieve their missions.
Philip Clegg, CTO, MirrorWeb Florin Bota, IT Service Manager, European Commission; Bert Weyne, ICT Responsible Application, Manager, Agentschap Wegen & Verkeer
Christopher Tromans, Business Development Manager, AWS
Not Using Cloud? 5 Stats Show You're Already BehindAvni Rajput
Cloud computing has been there to add flexibility, scalability, efficiency, and cost benefits to the business processes.
If you are not the one embracing cloud technology, here are five stats that will show you the need to adopt it.
Вы разрабатываете программу непрерывности бизнеса и экстренного восстановления, планируете, как будете справляться с пожаром, сбоями питания или стихийными бедствиями. Но внезапно в вашу сеть попадает шифровальщик-вымогатель, и, возможно, каждую секунду вы теряете доступность своих активов, а вместе с ними и данные. Докладчик расскажет о том, почему угрозу шифровальщиков стоит рассматривать в контексте непрерывности бизнеса и как справляться с уже произошедшим инцидентом и минимизировать его последствия.
Agile Enterprise Rome 2018 - Ops and Security in a PaaS and Serverless worldChris Swan
A look at how PaaS can be helpful in dealing with the 'audit paradox' presented by the choice between bolt on and build in for security, along with operational considerations for a serverless environment
Best Security Practices in the Intelligence Community - SID214 - re:Invent 2017Amazon Web Services
Executives from the Intelligence community discuss cloud security best practices in a field where security is imperative to operations. Security Cloud Chief John Nicely and Deputy Chief of Cyber Integration Scott Kaplan share success stories of migrating mass data to the cloud from a security perspective. Hear how they migrated their IT portfolios while managing their organizations' unique blend of constraints, budget issues, politics, culture, and security pressures. Learn how these institutions overcame barriers to migration, and ask these panelists what actions you can take to better prepare yourself for the journey of mass migration to the cloud.
Keynote Address at 2013 CloudCon: Future of Enterprise IT: Manage Cloud Spraw...exponential-inc
We’ve all heard again and again that the cloud enables agility and velocity, and creates independence for business lines within the enterprise. Without coordination and oversight, however, the easy and widespread access to a mix of public, private and hybrid cloud solutions across IaaS, SaaS and PaaS has resulted in unchecked cloud sprawl within organizations. Cloud sprawl is splintering applications, systems and solutions across the enterprise. It has left IT without any visibility or authority, while accountability continues to be firmly placed on their shoulders. This is creating levels of complexities and liabilities that defy business sense. It has also resulted in enterprises missing opportunities, including better cost management.
John will discuss the value of IT not only in ensuring business-critical coordination, compliance and security, as well as cost-savings, but also the role IT can play in championing innovation. He will present systems and solutions that will allow IT to deliver all the benefits of cloud adoption, all the speed and velocity, while maintaining the crucial ability to govern. This keynote is based on AppFog's own experience in meeting the challenges of running a public cloud strategy at scale, without reverting to the traditional and unsustainable option of vendor lock-in. It also draws from AppFog’s deep experience in developing, deploying and managing private and hybrid cloud solutions.
The Journey from Zero to SOC: How Citadel built its Security Operations from ...Elasticsearch
See how Citadel Group replaced their IT ops infrastructure monitoring tool with Elastic Security and Elastic Cloud Enterprise — and how it positively impacted their enterprise software and services managed offerings for their end customers across the world.
GDPR: Security & Data Protection at the Core of Your StrategyAmazon Web Services
The EU’s General Data Protection Regulation (GDPR) protects EU citizens’ fundamental right to privacy and the protection of personal data. It introduces robust requirements that will raise and harmonize standards for data protection, security, and compliance. Come learn how to work with AWS to build your security and data protection strategy, and how to transform the way your organisation processes data. In this session, we will examine GDPR as the baseline for data protection, with the belief that organisations should aim higher. The cloud makes this a realistic goal.
Francisco Mingorance, General Secretary, CISPE
Tim Rains, Principal Business Developer, Security Acceleration, AWS; Stephane Ducable, Director, EU Public Policy, AWS
Welcome by Mackenzie Kosut - AWS Startup Day Chicago 2018Amazon Web Services
About the Event
Launching a successful startup takes more than building on the most flexible, reliable, and scalable infrastructure available today. Startup Day is an opportunity to hear from successful startups about how they've tackled the unique technical challenges in their industry. It's also an opportunity to meet other startup leaders in your community to share ideas, help each other grow, and inspire each other while tackling problems that affect your organization.
Who Should Attend?
This event is built for early stage (pre-seed & bootstrapped) technical leads and entrepreneurs. Attendees will learn from a technical perspective what did and didn't work well from other startups across a diverse range of industries. Hear what funded and late stage startups wish they knew before they began building. Learn how companies are leveraging SageMaker for optimizing Machine Learning training and deployment, deploying ECS for container orchestration, and using Lambda to build companies that are entirely serverless.
Accelerate Your Migration: How Customers Are Approaching Large-Scale Migratio...Amazon Web Services
In this session, we join the European Commission, MirrorWeb, and Agentschap Wegen en Verkeer as they share their journeys of migration and transformation. While their missions are diverse, they all share common goals: move faster, reduce costs, increase security, and create a culture where builders can innovate for their customers. In this session, we focus on what we've learned from helping a multitude of similar public sector organisations migrate their legacy footprints to AWS and transform their platforms to better achieve their missions.
Philip Clegg, CTO, MirrorWeb Florin Bota, IT Service Manager, European Commission; Bert Weyne, ICT Responsible Application, Manager, Agentschap Wegen & Verkeer
Christopher Tromans, Business Development Manager, AWS
Not Using Cloud? 5 Stats Show You're Already BehindAvni Rajput
Cloud computing has been there to add flexibility, scalability, efficiency, and cost benefits to the business processes.
If you are not the one embracing cloud technology, here are five stats that will show you the need to adopt it.
Symantec Webinar Part 3 of 6 How to Tackle Data Protection Risk in Time for G...Symantec
Learn how to leverage state of the art technology to build an efficient data protection risk management strategy.
To view the webinar on demand, click here: https://symc.ly/2GU8Ehb.
Data & Analytic Innovations: 5 lessons from our customersNick Smith
Nick Smith, managing director at Informatica Australia & New Zealand presented at Chief Data and Analytics Officer Forum in March 2017. In this presentation, he revealed the 5 key lessons learned by Informatica's customers on their quest for data-driven innovation.
Digital Government: Data + Government Isn't Enough | Wrangle Conference 2017Cloudera, Inc.
Government agencies are collecting and producing data at an accelerating rate, and constituents want access to this data with decreasing latency. Meeting a digitally savvy polity's desire for data while ensuring that data is open, accessible, and interpretable by all comes with unique challenges. I'll share some of these while walking through how governments are building their own data products using open data as well as empowering civic hackers. I'll also walk through why data science at the government level is fundamentally different than data science in the private sector.
Denodo DataFest 2017: Company Leadership from Data LeadershipDenodo
Watch the live session on-demand here: https://goo.gl/Sc6JNG
An increase in data leadership correlates to an increase in business success.
Every single item on a company mission statement relates to data at some level. It is from the position of data expertise that the mission will be executed and company leadership will emerge. The data professional is absolutely sitting on the performance of the company in this information economy and has an obligation to demonstrate the possibilities and originate the architecture, data and projects that will deliver. After all, no matter what business you’re in, you’re in the business of information.
The data leader will anticipate the need -- the voracious need -- for data. If the need does not seem to exist, that is where to start. Commit to growing the data science at your organization. It's simply not enough to be responsive to urgent requests and be the data leader that companies need.
The speaker will share from experience some of the hallmarks of mature, leading data environments that leaders will be guiding their data environments towards in the next few years, with the goal of helping true data leadership emerge.
Market Intelligence Briefing and Government Panel: Cloud Sales OpportunitiesimmixGroup
immixGroup's Market Intelligence team will explore cloud technology trends within the federal landscape and provide you the information you need to uncover new business opportunities, including: organizations, decision makers, and IT programs — all critical to cloud implementation and security and IT convergence.
enterprise cloud computing adoption accelerated in 2016 and will do so again in 2017. are you ahead of your competitors or lagging behind the average enterprise? Infrastructure and operations (I&o) leaders must answer this question to chart their companies’ cloud futures. this report gathers important adoption metrics for public, private, and hybrid cloud and explores enterprise cloud priorities and policies to help you benchmark your progress against the broader market. use these benchmarks to inform your cloud strategic plan.
this is an update of a previously published report; Forrester reviews and revises it periodically for continued relevance and accuracy. We’re updating it now to include new data from Forrester’s Business technographics surveys.
enterprise cloud computing adoption accelerated in 2016 and will do so again in 2017. are you ahead of your competitors or lagging behind the average enterprise? Infrastructure and operations (I&o) leaders must answer this question to chart their companies’ cloud futures. this report gathers important adoption metrics for public, private, and hybrid cloud and explores enterprise cloud priorities and policies to help you benchmark your progress against the broader market. use these benchmarks to inform your cloud strategic plan.
this is an update of a previously published report; Forrester reviews and revises it periodically for continued relevance and accuracy. We’re updating it now to include new data from Forrester’s Business technographics surveys.
The question of whether to transition enterprise applications to the cloud is a valid question in most organizations. Determining which applications should go and how to maintain control once they are there, however, is slowing down the journey to the cloud.
These slides - based on the webinar hosted by leading IT analyst firm Enterprise Management Associates (EMA) - cover how you can avoid the common mistakes and reduce risk in the transformation to cloud.
Webinar presented live on August 11, 2017
Today, the majority of big data and analytics use cases are built on hybrid cloud infrastructure. A hybrid cloud is a combination of on-premises and local cloud resources integrated with one or more dedicated cloud(s) and one or more public cloud(s). Hybrid cloud computing has matured to support data security and privacy requirements as well as increased scalability and computational power needed for big data and analytics solutions.
This webinar summarizes what hybrid cloud is, explains why it is important in the context of big data and analytics, and discusses implementation considerations unique to hybrid cloud computing.
The presentation draws from the CSCC's deliverable, Hybrid Cloud Considerations for Big Data and Analytics:
http://www.cloud-council.org/deliverables/hybrid-cloud-considerations-for-big-data-and-analytics.htm
Download the presentation deck here:
http://www.cloud-council.org/webinars/hybrid-cloud-considerations-for-big-data-and-analytics.htm
Similar to 10 Step Guide to Cloud Security - 10th Magnitude - CSS Dallas Azure (20)
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
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.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
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/
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.