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- Dynatrace | Observability built for the age of AI
- /about
- Win with AI where it counts
- AWS re:Invent
- AWS re:Invent
- About Dynatrace
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- /customers
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- Imprint - Legal disclosure
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- Dynatrace Privacy Notice
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- /suppliers
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- Trusted AI for 10 years - Trust Center
- Confidence Where It Counts
- Contact us
- Customer stories
- Abercrombie & Fitch customer story
- Accenture customer story
- ADT customer story
- Aeroporti di Roma customer story
- Agos customer story
- Air Canada customer story
- Air France-KLM customer story
- Al Rajhi Takaful customer story
- American Airlines customer story
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- avodaq customer story
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- Deutsche Telekom customer story
- Dubai Customs customer story
- EDF customer story
- Fairstone Bank customer story
- Federated Mutual Insurance Company customer story
- First National Bank of Omaha customer story
- FreedomPay developer efficiency customer story
- FreedomPay AI observability customer story
- FreedomPay customer story
- Fubon Bank customer story
- Fujitsu customer story
- HMCTS customer story
- Horizon Power customer story
- How Agos accelerates customer-centric innovation
- INAIL customer story
- InPost customer story
- InPost customer story
- IP Australia customer story
- KBC bank customer story
- KBTG customer story
- KeyBank & Kubernetes customer story
- KeyBank customer story
- Kroger customer story
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- Marks & Spencer customer story
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- Next customer story
- OneStream customer story
- Park ‘N Fly customer story
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- Queen Mary University of London customer story
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- SAP customer story
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- Soldo customer story
- State of Michigan customer story
- State of Minnesota customer story
- Storio group customer story
- TD Bank customer story
- TELUS customer story
- TELUS customer story
- Temenos customer story
- TSB Bank customer story
- U-Haul customer story about DEM
- U-Haul customer story
- United Airlines customer story
- USI customer story
- Vestmark customer story
- Village Roadshow customer story
- Virgin Money
- Vitality AI logs customer story
- Vitality customer story
- Vivint customer story
- Vodafone customer story
- WeLab Bank customer story
- Western Governors University customer story
- Wiley customer story
- XXXLutz customer story
- Zurich North America customer story
- Developer resources
- Paving the way to autonomous intelligence
- Dynatrace named a Leader in the 2025 Gartner® Magic Quadrant™ for Digital Experience Monitoring
- 2026 Gartner® Magic Quadrant™ for Observability Platforms
- 2026 GigaOm Radar for Kubernetes Observability: Dynatrace Named Leader
- Dynatrace Glossary
- /info
- Developing an AIOps strategy for cloud observability
- /analyst-reports
- DevOps automation gathers steam
- CIOs face rising cloud complexity and an explosion of data
- Is traditional infrastructure monitoring broken?
- Manual processes are undermining DevSecOps maturity
- Mitigating cloud-native risks to transform faster
- Demystifying Artificial Intelligence
- Scale DevOps practices with cloud observability & AIOps
- How to drive business value through DEM
- Dynatrace MCP Server integration with GitHub Copilot
- /ebooks
- 5 infrastructure monitoring challenges and their impact
- 5 trends shaping the future of digital transformation
- 6 Best Practices for upgrading from Dynatrace Managed to SaaS
- 6 challenges enterprise face and how Dynatrace solves them
- Achieve zero trust with observability
- AI adoption starts with observability
- AI-Powered Observability for Financial Services IT Leaders
- AI-powered visibility for IT Leaders in financial services
- Analyze, automate, and innovate faster with AI-powered observability
- Attack Surface Checklist for Cloud & Kubernetes
- Outpacing the Legacy Trap: Dynatrace’s Blueprint for Advancing Observability with Bank of America
- Deliver resilient financial services with AI-powered observability
- Delivering on the potential of application optimization
- eBook: Maximize business outcomes with modern log management
- Driving DevOps and platform engineering for digital transformation
- DXC + Dynatrace: Master cloud complexity with AI-powered observability
- The End‑to‑End Observability Playbook
- Fighting tool sprawl with unified observability
- Five strategies to reduce tool sprawl
- Getting started with Amazon Bedrock Observability
- How organizations drive value with Dynatrace Business Observability
- Why AI Pilots Fail: How to Build for Production and Scale
- Ingest and analyze logs at scale with Grail
- Kubernetes in the Wild report 2025: New trends
- Kubernetes platform observability best practices guide
- Log Analytics use cases that drive business results
- How to make technology your strategic advantage
- The observability guide to platform engineering
- Observability predictions for 2026
- Open observability: The key to capitalizing on open source software
- OpenTelemetry for intelligent observability
- Redefining the customer journey with application optimization
- Resilient financial services in a digital-first world
- Answers to the top 6 privacy and security questions
- DevSecOps best practices for DevSecOps automation
- The Dynatrace Approach to Kubernetes
- The impact of digital experience on the business
- The impact of modern log management on the business
- The importance of business observability for enhanced success
- State of Observability 2025 - free report
- Transform Cloud Complexity into a Strategic Advantage
- Unlocking strategic value with log management & AI-powered observability
- Why the cloud needs observability
- /events
- Dynatrace at CrowdStrike Fal.con Europe 2026 | Barcelona
- Dynatrace HoT Labs - India
- Join us at Gartner IT Symposium/Xpo 2026
- Dynatrace at Microsoft Ignite 2026
- ServiceNow World Forum – Amsterdam
- ServiceNow World Forum – Chicago
- ServiceNow World Forum – London
- ServiceNow World Forum – Paris
- ServiceNow World Forum – Toronto
- Sponsor a Dynatrace Event
- Step into smarter cloud modernization & transformation
- /fact-sheets
- /infographics
- Observability platform buyers’ guide: Five key criteria
- /reports
- 2024 CNAPP Buyer’s Guide
- AI-powered observability with AWS Dynatrace
- Achieving audit-readiness in complex cloud ecosystems
- App Sec Mythos One Pager
- Observability for GenAI, Agentic AI, and LLM Workloads
- CIO Blueprint for Cloud Migration and Modernization
- CIOs face pressure to innovate faster
- The state of application security in 2024
- DORA compliance strategies
- The Forrester Wave: AIOps Platforms, Q2 2025
- Gartner Peer Insights Voice of the Customer
- 2026 GigaOm Cloud Observability: Dynatrace Leader | Report
- Harness AI for BFSI Transformation | Dynatrace
- 2025 ISG Provider Lens® Multi Public Cloud Solutions Report
- IT Observability Insights ASEAN, 2024
- Kubernetes security and compliance automation guide
- Master Complexity with Unified, AI-Powered Observability
- Mastering your cloud modernization
- Observability in modern cloud operations
- Observability: Your key to success in the world of tech
- Payment Resilience in an Uncertain World
- Simplify Cloud Modernization with Microsoft Azure and Dynatrace Intelligence
- Simplify NIS2 & DORA compliance for cybersecurity
- The State of AI 2024
- The state of observability in 2024
- Strengthen Compliance with AI Observability
- Taking observability to the next level
- The importance of business observability for enhanced success in Financial Services
- The pulse of Agentic AI in 2026
- Transform Your IT Operations: From Manual to Autonomous
- Transform your Payment Systems for Greater Resilience and Maximise Revenue
- Delivering seamless digital experiences with AI
- DevSecOps Transformation Webinar Series
- /webinars
- 5 Tips for Secure VMware vSphere Upgrade
- Achieve Business Resiliency in the Modern Cloud Era
- Achieve complete compliance in cloud & container security with Runecast
- AI in Action Transforming Operations at Scale
- AI Observability at Scale: Accelerating GenAI from Prototype to Production
- AI-Powered Cloud Operations on AWS | Dynatrace Webinar
- AI-Powered DevSecOps: Key Use Cases
- AI Powered Kubernetes Observability Best Practices in 2026
- Automating DISA STIG Compliance for VMware Workloads. Featuring 'Draft' STIGs.
- CDL Podcast: AI Observability with Dynatrace & AWS
- Best Practices Implementing AI in your Business
- Better business results through AI Webinar Series
- Beyond Logs Storio group's Journey to AI-Powered Observability
- Unified observability with AI: Beyond metrics, logs, and traces with Accenture
- Boosting observability on Microsoft Azure with Dynatrace
- Build Business Resilience with AIOps - Unlock AI Anomaly Detection with Dynatrace
- Building a Case for AI-Powered, Modern Log Management
- Building Consensus Around Cloud Migration Projects
- Building Production Ready Agentic AI
- Business Flow - August 2024 Update - Dynatrace App Spotlight
- Catching up with Runecast: The Must-Have Features
- Cencosud Scotiabank
- Closing the Cloud Security Gap with Runtime Security Insights
- Cloud Native in Minutes, Not Days: Empowering Developers Through Platform Engineering
- Connect Real Time Business Impact with Observability and AI
- Defend Smarter, Not Harder: How to Minimize your Attack Surface
- From Data to Action: Maximizing Business Value with Digital Experience Monitoring and Expert Insights
- Distributed Tracing App - Dynatrace App Spotlights
- Driving Efficiency with AI-Powered Log Analytics and Log Management: New Product Innovations
- Dynatrace Connect & Learn Series São Paulo
- Dynatrace Enrichment Series
- Dynatrace: Key Takeaways from Perform 2026 - dedicated Public Sector session
- Elevating Security with Dynatrace Davis Anomaly Detection
- Emerging Technologies in the VMware Ecosystem
- Enhance your Kubernetes Security and Compliance with Dynatrace KSPM
- Ensuring Kubernetes Platform Health and Cluster Stability:
- Essential Upgrades: Runecast Latest Must-haves for VMware Admins
- Essentials of Dynatrace – Introduction
- Exploring Problems with Dynatrace
- Exploring the power of AI observability with Dynatrace and AWS
- Trends in Kubernetes Observability – Insights from the GigaOm 2024 Radar Report
- From Data to Action: Maximizing Business Value with Digital Experience Monitoring
- From Overload to Optimization: Best Practices for AI-Powered Modern Log Management
- From Overload to Optimization: Best Practices for AI-Powered Modern Log Management
- From Signals to Action: Agentic AI for Reliable Cloud Operations
- How AI-powered observability improves developer experience
- How DEM turns clicks into business clarity
- How Financial Organizations Reduce Risks & Costs with Security Compliance Automation
- From Ingest to Insights: How modern log management reduces costs and delivers value
- Unlocking Significant Annual Savings: How OneStream Transformed with Dynatrace and Microsoft Azure
- How To Catch and Prevent Application Exploits with Runtime Context
- How to Detect & Assess Vulnerability Risks in Minutes
- How to Develop an Observability Blueprint to Transform Your Cloud and AI Strategy
- How to enable your customer's compliance with a single platform
- How to Implement Vulnerability Management with Runecast
- How to make a well-informed CNAPP Buying Decision
- How to manage regulatory compliance across multiple sites with a single platform
- Hybrid and Multi Cloud Security and Compliance
- Hybrid Cloud Compliance Success for Financial Institutions
- Implementing AI Observability with Dynatrace
- Integrate application security throughout the Kubernetes software lifecycle
- Kubernetes is secure by default. Except, it isn’t.
- Comprehensive Kubernetes Observability with Cloud Native Signals
- Master Kubernetes: Achieve runtime visibility, security, and compliance across your stack
- Mastering AIOps: Transforming ITOps with AI and Observability
- Mastering Kubernetes resource optimization with intelligent automation
- Mastering Observability Challenges with Dynatrace and OpenTelemetry
- Maximize Business Outcomes with Modern Log Management
- Maximize Business Performance with Modern Log Management EMEA
- From Data to Action: Maximizing Business Value with Digital Experience Monitoring
- Debug production incidents faster with logs and traces
- Modern Log Management for Measurable Outcomes
- Monitoring Your Digital Experience with Dynatrace
- Next-Gen Cloud Management: Integrating Observability, AI and Security
- No Data Left Behind: Using Model Context Protocol (MCP) for Smarter Dynatrace Managed → SaaS Migrations
- Dynatrace & NVIDIA: Accelerating AI production workloads
- Optimize your Logs Strategy and Kick It with US Soccer Hall of Famer Tony Meola
- Optimizing AI-Driven Applications in the Cloud
- Optimizing Cloud Migration: The Smart Move with Dynatrace & Microsoft
- Optimizing Hybrid Cloud Environments with Dynatrace
- Optimizing Your Cloud Operations with Dynatrace
- Perform 2026 Recap: Key highlights
- Platform Vision Webinar
- Power Demo: Debug Smarter with Dynatrace Live Debugger
- Powering consolidation on a unified platform
- Predictive Analytics: Putting AI to work improving application performance
- Roundtable: As GenAI Embeds in Enterprises, Agentic AI is Gaining Momentum
- Runecast Customer Story: Oman Airports
- Best Tips to Scan Your Containerized Workloads for Vulnerabilities
- Security and Compliance across VMware ecosystem
- Security Posture Management
- From Signals to Action: Agentic AI for Reliable Cloud Operations
- Simplify hybrid cloud management with unified observability
- From Tool Sprawl to a Single Unified Platform with Prime Therapeutics
- Taking control of software supply chain risk with End-to-End Observability and Security
- The Critical Role of Observability in Cloud Environments
- The Future of AIOps: How Agentic AI is Transforming IT Resilience
- The new era of Real User Monitoring
- The new era of Real User Monitoring
- Agentic AI Pulse: Scaling Toward Reliable Operations
- The Power of Consolidation
- Troubleshooting Large Scale VMware Deployments
- Understanding Configuration Drift Management
- Unifying observability with modern log management
- Unlock the full potential of Dynatrace modern log management
- Kubernetes Observability Webinar Series
- Unlocking Simplicity: Dynatrace Solutions for Log Analytics
- A VCDX Perspective on AI and Quantum Computing
- VMware Troubleshooting & Configuration Drift Optimization
- VMware vSphere Upgrades & Hardware Compatibility
- What is CNAPP and Why to Adopt Single Source of Truth (SSOT) Practices to Secure your Deployments
- Why APM and distributed tracing are foundational for agentic AI operations
- /whitepapers
- AI observability 101
- Best practices for modernizing your log management strategy
- Dynatrace is better for your observability initiative
- Bridging the AI production gap: How observability unlocks enterprise AI success
- Build a future‑ready log strategy
- Build Trust in Public Services with Unified Observability
- Bring Unmatched Certainty to ADP's Digital Ecosystem with AppSec
- Cloud Faster Together - Observability Solutioning
- Connect Real Time Business Impact with Observability and AI
- Connect web performance with user experience
- Elevate your cloud modernization journey with enterprise observability
- Executive Action Kit for Agentic AI
- IDC: From Observability to Supervised Autonomous Operations
- Logs done right: Dynatrace vs. Datadog for log management and analytics
- Master AI Observability with Dynatrace and AWS
- Master your cloud and GenAI modernization with expert observability strategies
- IDC Spotlight: Full-Stack AI Observability & ROI
- Practitioners guide to migrating from Splunk to Dynatrace
- Splunk vs. Dynatrace
- Transform Public Services with Unified Observability
- Unlocking cloud sovereignty with Dynatrace and Deloitte
- /integrations
- Knowledge Base
- What is A/B testing?
- Agentic AI FAQs - What is Agentic AI?
- What is AI agent observability?
- What is AI observability?
- What is AI-powered observability?
- What is Alerting?
- What is anomaly detection?
- What is Apdex?
- What is application mapping?
- What is application modernization?
- What is Application programming interface (API) security?
- What is Application security?
- What is application topology discovery?
- What is artificial intelligence?
- What is Autoscaling?
- What is AWS Lambda?
- What is Azure Functions?
- What is Behavior analytics?
- What is BizDevOps?
- What is Blue/green deployment?
- What is Business analytics?
- What is Business observability?
- What is Canary deployment?
- What is Change impact analysis?
- What is chargeback?
- What is CIS Benchmarks?
- CISA KEVs
- What is Closed loop remediation?
- What is Cloud application security?
- What is cloud automation?
- What is Cloud computing?
- What is cloud cost modeling?
- What is cloud migration?
- What is Cloud modernization?
- What is cloud monitoring?
- What is cloud-native architecture?
- What is Cloud-native?
- What is Cloud security?
- What is CNAPP?
- What is Code profiling?
- What is Command injection?
- What is Compliance?
- What is composite AI?
- What is Configuration management?
- What is container as a service (CaaS)?
- What is container monitoring?
- What is container orchestration?
- What is container security?
- What is continuous delivery?
- What is Continuous integration?
- What are Core Web Vitals?
- What is CSPM?
- What is customer experience analytics?
- What is Data lakehouse?
- What is data minimization?
- What is data observability?
- What is database monitoring?
- What are delivery pipelines?
- What is dependency mapping?
- What is deployment?
- What is DevOps automation?
- What is DevOps orchestration?
- What is digital experience monitoring?
- What is Digital experience?
- What is Digital immunity?
- What is digital transformation?
- What is DISA STIG?
- What is Disaster recovery?
- What is Distributed tracing?
- What is DORA compliance?
- What is the DORA framework for DevOps?
- What are the DORA metrics?
- What is drift detection?
- What is DynaHist?
- What is Error budget?
- What are event logs?
- What is Everything as Code?
- What is exposure management?
- What is feature flagging?
- What is FedRAMP?
- What is full-stack observability?
- What is function as a service (FaaS)?
- What is generative AI?
- What is Git?
- What is GitOps?
- What are golden signals?
- What is Google Cloud Functions?
- What is hash4j?
- What is High availability?
- What is HIPAA?
- What is Hybrid cloud?
- What is hyperconverged infrastructure?
- What is hyperscale computing?
- What is Identity and access management (IAM)?
- What is Incident management?
- What is Infrastructure as a Service (IaaS)?
- What is Infrastructure as Code?
- What is an integrated development environment (IDE)?
- What is Interactive application security tests (IAST)?
- What is an internal developer platform?
- What is ISO/IEC 27001:2022?
- What is IT automation?
- What is IT operations analytics?
- What is ITOps?
- What is Kubernetes architecture?
- What is Kubernetes security posture management (KSPM)?
- What is LLM monitoring?
- What is LLM observability?
- What is log aggregation
- What is log analysis?
- What is log analytics?
- What is Log management?
- What is log parsing?
- What is log preparation?
- What is Message queue?
- What is Microservices?
- What is Microsoft Azure?
- What is mobile app monitoring?
- What is Model Context Protocol (MCP)?
- What is Monaco?
- What is Monitoring?
- What is MTTR?
- What is network performance monitoring?
- What is NIST?
- What is Observability engineering?
- What is open observability?
- What is OpenCensus?
- What is OpenFeature?
- What is OpenLLMetry?
- What is OpenTracing?
- What is OTLP?
- What is PCI DSS?
- What is Penetration testing?
- What is performance monitoring?
- What is Platform as a Service (PaaS)?
- What is Problem remediation?
- What is Progressive delivery?
- What is real user monitoring (RUM)?
- What is Release validation?
- What is Release?
- What is Resiliency engineering?
- What is Risk assessment?
- What is Root-cause analysis?
- What is Scalability?
- What is SecDevOps?
- What is SecOps?
- What is Secure coding?
- What is Security analytics?
- What is security by design?
- What is security observability?
- What is Security operations center (SOC)?
- What is Security?
- What is Serverless computing?
- What is Service discovery?
- What is Session replay?
- What is SIEM?
- What are SLOs (Service Level Objectives)?
- What is Software quality?
- What is software supply chain security?
- What is SQL injection?
- What is synthetic testing?
- What is telemetry data?
- What is a telemetry pipeline?
- What is test automation?
- What is threat hunting?
- What is threat intelligence?
- What is Threat modeling?
- What is threat response?
- What is Threat?
- What is TISAX compliance?
- What is tool sprawl?
- What is Toolchain orchestration?
- What is unified observability?
- What is Virtualization?
- What is a vulnerability assessment?
- What is Vulnerability management?
- What is Vulnerability?
- What is W3C Trace Context?
- What is web application security?
- Partnership Program
- Abast | Partner Finder
- Accenture | Partner Finder
- AHEAD | Partner Finder
- Alanata | Partner Finder
- Alten Italia SPA | Partner Finder
- amasol | Partner Finder
- Amigo Technologies | Partner Finder
- ApMoSys | Partner Finder
- Arctiq | Partner Finder
- ASEE Türkiye | Partner Finder
- AsiaPac Technology | Partner Finder
- AskMe Solutions & Consultants Co | Partner Finder
- Asper Tecnologia | Partner Finder
- Atos | Partner Finder
- Avocado Consulting | Partner Finder
- avodaq | Partner Finder
- Beijing Groupstars Technology Co. Ltd | Partner Finder
- Carahsoft Technology Corporation | Partner Finder
- Cegeka | Partner Finder
- Computacenter | Partner Finder
- Core Consulting | Partner Finder
- Deloitte | Partner Finder
- Deutsche Telekom MMS gmbh | Partner Finder
- Devoteam | Partner Finder
- DPM | Partner Finder
- DXC Technology | Partner Finder
- Evolane | Partner Finder
- Extreme Digital Solutions (EDS) | Partner Finder
- Fujitsu | Partner Finder
- Galaxy Software Services Corporation | Partner Finder
- Global Red | Partner Finder
- Grupo ICT | Partner Finder
- ilem group | Partner Finder
- Inetum | Partner Finder
- Inkoova | Partner Finder
- Interdata | Partner Finder
- ISATEC | Partner Finder
- KC LATAM | Partner Finder
- Konsalt | Partner Finder
- Kyndryl | Partner Finder
- Liquid Reply | Partner Finder
- LUTECH SPA | Partner Finder
- Mainsoft | Partner Finder
- Marketware | Partner Finder
- Matrix | Partner Finder
- Mediro ICT | Partner Finder
- Minsait | Partner Finder
- Moviri | Partner Finder
- MSP Systems (M) Sdn Bhd | Partner Finder
- Multicomputos | Partner Finder
- Ness | Partner Finder
- Nettaro Consulting S.L. | Partner Finder
- Omnilogy | Partner Finder
- Optimiz | Partner Finder
- Packet Perf | Partner Finder
- Dynatrace Partner finder
- The Dynatrace Partner Services Endorsement Program
- Perform IT | Partner Finder
- Phenisys | Partner Finder
- PowerCloud | Partner Finder
- PRAGMA Informática | Partner Finder
- Prodeo Innovation S.A. | Partner Finder
- PT Astra Graphia Information Technology | Partner Finder
- PT Indonesia Global Solusindo | Partner Finder
- PT. Mitra Integrasi Informatika | Partner Finder
- PureLogicIT Solutions | Partner Finder
- Raqmiyat LLC | Partner Finder
- Red Hat | Partner Finder
- SCC UK | Partner Finder
- SDNet | Partner Finder
- Soluciones Informáticas Integrales | Partner Finder
- Solution partners
- Sopra Steria | Partner Finder
- Spica Solutions | Partner Finder
- Spindox | Partner Finder
- /stories
- One Financial helps financial service providers worldwide deliver seamless customer experiences with Dynatrace and Accenture
- Accenture and Dynatrace: Going beyond observability
- IHiS optimizes vaccination center operations with Dynatrace and AsiaPac
- Atos and Dynatrace: Working Together
- Atos transforms operations management with Dynatrace
- AWS: Driving successful cloud migration and optimization with Dynatrace
- Kapital Bank and Bakotech define digital strategy
- West Lotto improves service resilience with dakoServ
- DXC: Harnessing the power of Dynatrace
- Sana creates seamless e-commerce with Dynatrace
- Banco Millennium Atlântico enhances digital banking experiences
- Moviri and Dynatrace: Digital transformation made easy
- Leader of Polish digital banking partners with Omnilogy
- Alpha Bank drives cloud-native transformation with Dynatrace
- Red Hat and Dynatrace: Driving services faster and securely
- Finnish financial services group advances with Dynatrace
- Synergy Computers | Partner Finder
- Technology alliance partners
- TI724 | Partner Finder
- Trace3 | Partner Finder
- Triscon IT-Services GmbH | Partner Finder
- Troy Multitechnology Services | Partner Finder
- Tsoft | Partner Finder
- VS Data | Partner Finder
- Wipro Limited | Partner Finder
- YourCompass | Partner Finder
- /perform-2022-ondemand
- /breakouts
- Accelerate your cloud migration strategy to modernize faster
- Accelerate your hybrid cloud and the modern apps that rely on it
- Achieve risk-free releases by automating zero downtime release strategies
- Address log4shell with ease - Why integrated runtime security and observability is key for DevSecOps
- Adopting SLOs into your Day to Day for better business reliability
- Accelerate your transformation journey with cloud native apps to innovate faster
- AWS - Cloud-native hyperscale with Dynatrace and AWS Lambda
- Combine web and mobile analytics tools with Dynatrace to enrich user insights
- How to proactively deliver seamless user experiences with a unified approach to omnichannel digital experience
- AWS - Demystify the modernization journey with AWS and Dynatrace
- From reactive to proactive: how Dynatrace AIOps helps you move at the speed of cloud with intelligent automation
- How Dynatrace can Elevate your DevOps & SRE
- Dynatrace's unique approach to AIOps: designed to work for dynamic multicloud unlike alternatives
- Accelerate every team's transformation with easy access to AIOps at the core of the Dynatrace platform
- Optimize app performance with end-to-end visibility from UX to code
- Extend AI-powered observability to opensource data to get better insights
- Extend microservices observability to hybrid for enhanced performance and availability.
- Extend the value of Dynatrace across your cloud ecosystem
- How Dynatrace AIOps powers cloud observability to optimize your apps across multi-cloud platforms
- How Kroger leveraged Dynatrace to automate SRE adoption
- How to improve business-IT collaboration and increase ROI for all your digital business initiatives
- Integrated & Automated Self-Healing with Dynatrace AIOps.
- Leverage Dynatrace Platform Extensions to cover business specific monitoring needs
- Master Core Web Vitals to optimize your site and reach more customers
- Master Kubernetes observability for better resilience, resource utilization and service performance
- Modernize your cloud operations from reactive to proactive
- Microsoft - Modernize with Azure and Dynatrace
- Observability Driven Orchestration from Git Commit to Production Release
- Drive better business outcomes by optimizing every step of the customer journey
- Get precise insights from logs and events to optimize your cloud platform and applications
- Drive production resiliency through automated incident management and remediation
- Scale DevOps & SRE through open-source Keptn
- Shift-Left SLOs to automate release validation in pre-production
- Simplify Kubernetes complexity with advanced AIOps
- Dynatrace platform roadmap
- Red Hat - The value of automation with Red Hat and Dynatrace
- xMatters - Operational resilience from a DevOps perspective
- /mainstage
- /breakouts
- Dynatrace Perform 2026
- Dynatrace observability platform
- AIOps (AI for IT Operations)
- Alerting
- AppEngine
- Application Observability
- Application Security
- Application topology discovery and application mapping
- Dynatrace Intelligence
- AutomationEngine
- Business Observability
- Cloud monitoring
- Dynatrace comparison
- Compliance Management
- Dashboards
- Database Monitoring
- Digital Experience
- Grail
- Infrastructure Observability
- Log Management | Log Analytics
- Dynatrace MCP server
- Message queue monitoring
- Mobile monitoring for apps
- Network monitoring
- Notebooks
- Cloud observability
- Dynatrace OneAgent
- Open ecosystem
- Open observability standards support
- OpenPipeline
- PurePath
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- Home | Dynatrace Research
- Publications | Dynatrace Research
- A Comparison of Kubernetes Compliance Standards and Configuration Scanners | Dynatrace Research
- A Comprehensive Benchmarking Analysis of Fault Recovery in Stream Processing Frameworks | Dynatrace Research
- A Dataset Perspective on Offline Reinforcement Learning | Dynatrace Research
- A Framework for Preprocessing Multivariate, Topology-Aware Time Series and Event Data in a Multi-System Environment | Dynatrace Research
- A systematic mapping of performance in distributed stream processing systems | Dynatrace Research
- Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution | Dynatrace Research
- An Approach for Ranking Feature-based Clustering Methods and its Application in Multi-System Infrastructure Monitoring | Dynatrace Research
- Analyzing and Improving Floating-Point Compression for Application Monitoring Time Series | Dynatrace Research
- Analyzing Logs of Large-Scale Software Systems using Time Curves Visualization | Dynatrace Research
- Application Layer Cyber Deception without Developer Interaction | Dynatrace Research
- Bagminhash - Minwise Hashing Algorithm for Weighted Sets | Dynatrace Research
- Barriers for Adopting FMI-based Co-Simulation in Industrial MBSE Processes | Dynatrace Research
- Benchmarking Function Hook Latency in Cloud-Native Environments | Dynatrace Research
- Benchmarking scalability of stream processing frameworks deployed as microservices in the cloud | Dynatrace Research
- Benchmarking Stream Processing Frameworks for Large Scale Data Shuffling | Dynatrace Research
- Beyond Guesswork: How To Measure What Makes Cyber Deception Work | Dynatrace Research
- BlobShuffle: Cost-Effective Repartitioning in Stream Processing Systems via Object Storage Exemplified with Kafka Streams | Dynatrace Research
- Can we Predict Performance Events with Time Series Data from Monitoring Multiple Systems? | Dynatrace Research
- Cardinality Estimation Adaptive Cuckoo Filters (CE-ACF): Approximate Membership Check and Distinct Query Count for High-Speed Network Monitoring | Dynatrace Research
- Computing Extremely Accurate Quantiles Using t-Digests | Dynatrace Research
- Computing the Similarity Estimate Using Approximate Memory | Dynatrace Research
- Context-Aware Security Intelligence of Vulnerability Scanners in Cloud-native Environments | Dynatrace Research
- COPR - Efficient, large-scale log storage and retrieval | Dynatrace Research
- CustomProcessingUnit: Reverse Engineering and Customization of Intel Microcode | Dynatrace Research
- Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? | Dynatrace Research
- Efficient rule induction by ignoring pointless rules | Dynatrace Research
- Enhancing self-adaptation for efficient decision-making at run-time in streaming applications on multicores | Dynatrace Research
- Estimation from Partially Sampled Distributed Traces | Dynatrace Research
- ExaLogLog: Space-Efficient and Practical Approximate Distinct Counting up to the Exa-Scale | Dynatrace Research
- Exploring Students’ Experiences and Perceptions of Computer Science: A Survey of Austrian Secondary Schools | Dynatrace Research
- FluxSieve: Unifying Streaming and Analytical Data Planes for Scalable Cloud Observability | Dynatrace Research
- FORGE: Multi-Agent Graduated Exploitation and Detection Engineering | Dynatrace Research
- Generating repairs for inconsistent models | Dynatrace Research
- High-level Stream Processing: A Complementary Analysis of Fault Recovery | Dynatrace Research
- Honey, I Shrunk the Hypothesis Space (Through Logical Preprocessing) | Dynatrace Research
- Honeyquest: Rapidly Measuring the Enticingness of Cyber Deception Techniques with Code-based Questionnaires | Dynatrace Research
- Irregular alignment of arbitrarily long DNA sequences on GPU | Dynatrace Research
- JumpBackHash: Say Goodbye to the Modulo Operation to Distribute Keys Uniformly to Buckets | Dynatrace Research
- Koney: A Cyber Deception Orchestration Framework for Kubernetes | Dynatrace Research
- Leveraging model-driven technologies for JSON artefacts: the shipyard case study | Dynatrace Research
- Linear-Time and Constant-Memory Text Embeddings Based on Recurrent Language Models | Dynatrace Research
- Navigating the Sea of LLM Evaluation: Investigating Bias in Toxicity Benchmarks | Dynatrace Research
- On the Difficulties of Supervised Event Prediction based on Unbalanced Real-World Data in Multi-System Monitoring | Dynatrace Research
- One is all you need: Second-order Unification without First-order Variables | Dynatrace Research
- Performance and Scalability of Learned Index Structures in the Wild | Dynatrace Research
- Performance Optimization in Stream Processing Systems: Experiment-Driven Configuration Tuning for Kafka Streams | Dynatrace Research
- ProbMinHash - A Class of Locality-Sensitive Hash Algorithms for the (Probability) Jaccard Similarity | Dynatrace Research
- Rapid Prototyping for Microarchitectural Attacks | Dynatrace Research
- Reactive Exploration to Cope with Non-Stationarity in Lifelong Reinforcement Learning | Dynatrace Research
- Revisiting self-adaptation for efficient decision-making at run-time in parallel executions | Dynatrace Research
- SetSketch: Filling the Gap between MinHash and HyperLogLog | Dynatrace Research
- ShuffleBench: A Benchmark for Large-Scale Data Shuffling Operations with Distributed Stream Processing Frameworks | Dynatrace Research
- Symmetry breaking for inductive logic programming | Dynatrace Research
- The balancing principle for parameter choice in distance-regularized domain adaptation | Dynatrace Research
- The scalability of clustering Algorithms in high-dimensional spaces | Dynatrace Research
- Towards blended modeling and simulation of DevOps processes: the Keptn case study | Dynatrace Research
- Towards Reconstructing Multi-Step Cyber Attacks in Modern Cloud Environments with Tripwires | Dynatrace Research
- UltraLogLog: A Practical and More Space-Efficient Alternative to HyperLogLog for Approximate Distinct Counting | Dynatrace Research
- Understanding the Effects of Dataset Characteristics on Offline Reinforcement Learning | Dynatrace Research
- Using Crash Frequency Analysis to Identify Error-Prone Software Technologies in Multi-System Monitoring | Dynatrace Research
- Using Multi-System Monitoring Time Series to Predict Performance Events | Dynatrace Research
- When Should I Run My Application Benchmark?: Studying Cloud Performance Variability for the Case of Stream Processing Applications | Dynatrace Research
- Publications | Dynatrace Research
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- Autodesk: Building software in the AI age
- Citigroup Observability Transformation Report
- Control Log Costs Without Losing Visibility
- Dynatrace for Kubernetes: Complexity In, Clarity Out
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- eBook: 5 challenges to achieving observability at scale
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- Developing an AIOps strategy - Free eBook
- The Developer's Guide to Observability
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- eBook: How Java Garbage Collection Works
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- IaaS, PaaS and SaaS – All Cloud, All different
- Garbage Collection and Application Performance
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- Load Testing — Essential and Not Difficult!
- Load Testing in the Era of Web 2.0
- Making Garbage Collection faster
- Java Memory Leaks - Java Enterprise Performance
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- Kubernetes in the Wild report 2025
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- Shared dashboards, shared understanding: What FreedomPay learned by opening Dynatrace to customers
- State of SRE Report: 2026 Edition - Full version
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- Report: The Total Economic Impact™ of Dynatrace: Unlock 466% ROI
- From complexity to clarity: Unify IT for business impact
- AI-powered observability with Dynatrace and Microsoft
- From Observability to Autonomous Operations | Dynatrace + Azure
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- How to build a future-ready log management strategy
- Make Technology Your Strategic Advantage
- Inside AJG: AI-Driven Observability Webinar
- Insights from the 2026 GigaOm Radar for Cloud Observability
- Intelligent Agents, Intelligent Observability: A Developer’s Guide to AI Workflows
- Log Management for the AI Era: New Product Innovations
- Log Management for the AI Era: New Product Innovations
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- Observability Comes of Age: Why 2026 Is the Turning Point
- Take control of your telemetry before it controls your budget
- Partner Tech Talk: Bindplane Technical Overview
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- Red Hat Webinar - From Experiments to Outcomes: Building Trusted AI Through Observability
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- Splunk vs. Dynatrace for Modern Log Management
- State of Log Management 2026
- State of Log Management 2026 Report Key Findings
- State of Log Management 2026: Software Insights
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- State of Log Management: How AI is Redefining Logs and Observability
- State of Log Management 2026: Manufacturing Insights
- State of Log Management
- State of Log Management 2026: Retail Insights
- Take Control of Your Log Data with Telemetry Pipelines
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- Take Control of Your Telemetry | Dynatrace Webinar
- The Hidden Cost of Legacy Log Management
- The Patch Window Is Dead: Preparing for Claude Mythos
- The State of SRE and Platform Engineering in 2026
- The Visibility Gap: Cloud Complexity, Security, and Why Traditional Monitoring Fails.
- Top Reasons Customers Switch to Dynatrace
- Hertz: Turning observability into advantage
- Vitality’s Journey to Unified, Privacy-first Observability
- Real Developers. Resilient software. Reliable AI.
- WeAreDevelopers Global Congress - 8–10 July 2026 - Berlin, Germany
- What the GigaOm Radar Means for Modern Platform Teams
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- Why Enterprises are Switching to Dynatrace
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- Why Traditional Observability Falls Short for Agentic AI
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