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- Customer stories
- Abercrombie & Fitch customer story
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- Resources for developers
- Paving the way to autonomous intelligence
- 2025 Gartner® Critical Capabilities for Observability Platforms report
- Dynatrace named a Leader in the 2025 Gartner® Magic Quadrant™ for Digital Experience Monitoring
- 2025 Gartner® Magic Quadrant™ for Observability Platforms
- 2025 GigaOm Radar Report for Kubernetes Observability
- Dynatrace Glossary
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- /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
- 2022 CISO Report: Financial Services
- 2023 Global CISO Report: Insurance
- 2023 Global CISO Report: Investment Firms
- 2023 Global CISO Report: Regional Banks
- Observability and security must converge to close the gap
- Mitigating cloud-native risks to transform faster
- /demos
- Demystifying Artificial Intelligence
- Scale DevOps practices with cloud observability & AIOps
- How to drive business value through DEM
- /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
- Accelerating SaaS company growth and competitive edge
- Achieve zero trust with observability
- Learn about advanced observability
- AI adoption starts with observability
- AIOps done right for the automotive sector
- AIOps done right for federal government
- AIOps Done Right eBook
- AIOps and automation can accelerate FSI innovation
- AIOps and automation can accelerate banking innovation
- Analyze, automate, and innovate faster with AI-powered observability
- Charting an application performance monitoring roadmap
- Attack Surface Checklist for Cloud & Kubernetes
- Outpacing the Legacy Trap: Dynatrace’s Blueprint for Advancing Observability with Bank of America
- Business analytics in action
- eBook: Build a solid foundation for cloud migration in education
- How to deliver better services with less mess
- eBook: 4 key insights to improve and rebuild federal UX
- Delivering on the potential of application optimization
- Design and Activate Your Cloud Migration Strategy
- eBook: Maximize business outcomes with modern log management
- Driving DevOps and platform engineering for digital transformation
- eBook: Optimize your cloud environment for education
- Future-Proof Retail: Achieve more with digital resilience
- Fighting tool sprawl with unified observability
- Five strategies to reduce tool sprawl
- How retailers achieve observability at scale
- Government | Delivering exceptional digital services
- 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
- Log management and analytics with Dynatrace and Microsoft
- How to make technology your strategic advantage
- How modern cloud observability tames complexity
- The observability guide to platform engineering
- Open observability: The key to capitalizing on open source software
- OpenTelemetry for intelligent observability
- Optimize your transition to the cloud with observability
- Redefining the customer journey with application optimization
- The future of retail requires a resilient digital backbone
- Answers to the top 6 privacy and security questions
- Serverless computing at scale
- DevSecOps best practices for DevSecOps automation
- State & Local Government: Digital Transformation eBook
- The Dynatrace Approach to Kubernetes
- The impact of digital experience on the business
- The importance of business observability for enhanced success
- State of Observability 2025 - free report
- Free eBook: Understanding your legacy environment
- Business Events Handbook
- Using predictive, causal, and generative AI together to manage IT
- Visibility is knowledge
- Why the cloud needs observability
- Win customer trust without breaking the bank
- /events
- Join us at AWS re:Invent 2025: Innovate in the age of agentic AI
- Join us at AWS Summit Sydney
- Join us at Black Hat 2024
- Dynatrace for Developers @ DevOps Conclave & Awards, 15th March, Taj MG Road, Bengaluru
- Dynatrace at re:Invent: Evening at Mercato
- Dynatrace Pre-re:Play Happy Hour
- Dynatrace Reset and Rewind Brunch - AWS re:invent
- Dynatrace Virtual Utah User Group
- Join us at Gartner IOCS 2025 Las Vegas
- Join us at Gartner IT Symposium/Xpo 2025
- Join us at Gartner IT Symposium/Xpo™ 2025
- Dynatrace Immerse Madrid
- Join us at WeAreDevelopers World Congress 2025
- Join us at Kubecon + CloudNativeCon 2025
- Join us at Microsoft Ignite 2025
- Join us at RSA 2025
- Sponsor a Dynatrace Event
- Unlocking Innovation: Dynatrace + AWS Lunch & Learn
- /fact-sheets
- 2023 Global CISO Report: Food and Beverage
- /infographics
- Observability for a modern cloud done right
- Observability platform buyers’ guide: Five key criteria
- 5 reasons observability is vital to retail success
- Join us at Open Source Summit EMEA 2025 - 25-27 August
- /reports
- 2024 CNAPP Buyer’s Guide
- AI-powered observability with AWS Dynatrace
- How to improve user experience in agencies
- A modern observability platform for Black Friday 2023
- Observability for GenAI, Agentic AI, and LLM Workloads
- CIO Blueprint for Cloud Migration and Modernization
- CIOs face pressure to innovate faster
- 2023 Global CISO Report: Fashion and Apparel
- The state of application security in 2024
- The Latest DevSecOps in Government Report is here
- The latest DevSecOps in Utilities & Energy report is here
- DORA compliance strategies
- Innovation through Public Sector digital transformation
- CIO Report: Energy and Utilities
- Enhancing cloud modernization with enterprise observability
- Financial Services: CIO Report
- The Forrester Wave: AIOps Platforms, Q2 2025
- 2025 Gartner® LLM Observability Innovation Insight Report
- Gartner Peer Insights Voice of the Customer
- The impact of generative AI on application development
- Generative AI in IT operations
- 2025 GigaOm Radar for Cloud Observability
- 2023 Global CIO Report: Telecom
- Closing vulnerability gaps in grocer organizations
- 2022 Government CIO Report
- Harness AI for BFSI Transformation | Dynatrace
- How modern observability eases digital transformation in banking whitepaper
- Optimize IT spending with application observability
- 2024 ISG Provider Lens™ Multi Public Cloud Solutions report
- IT Observability Insights ASEAN, 2024
- Software observability: How to win customer trust
- Kubernetes in the wild report 2023: Kubernetes adoption statistics
- Kubernetes security and compliance automation guide
- CIO Report: Manufacturing
- Observability in modern cloud operations
- Observability: Your key to success in the world of tech
- Optimize Observability of Modern Applications
- Prepare for the Future of Observability
- 2022 Global CIO Report: Retail
- Simplify NIS2 & DORA compliance for cybersecurity
- The State of AI 2024
- The state of observability in 2024
- Taking observability to the next level
- Download the 2022 Software Industry CIO Report
- The importance of business observability for enhanced success in Financial Services
- Transform your Payment Systems for Greater Resilience and Maximise Revenue
- 2022 IDC Spotlight for Financial Services Organizations
- Utilities – How to turbo charge customer service
- Delivering seamless digital experiences with AI
- /series
- Webinar: Building a digital-first future with BMO
- Cloud Done Right Webinar Series
- The Role of AIOps in Taming Cloud Complexity
- Automate Kubernetes Observability with Dynatrace
- Curing complex multiclouds at Cardinal Health
- Get to know Dynatrace AIOps
- Join Dynatrace and Google Cloud for our latest CDR webinar
- Join our Getting Started with Dynatrace Webinar on 6/21
- Dynatrace and Google: Kubernetes observability & automation
- Overcome tool sprawl with AI-powered answers
- Overcoming the Complexity of Kubernetes & Cloud Sprawl
- Unifying siloed data into a single source of truth
- /levelup
- State of SRE Report
- Weighing the top seven Kubernetes challenges and how to solve them
- DevSecOps Transformation Webinar Series
- Dynatrace for IRS
- /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 Observability at Scale: Accelerating GenAI from Prototype to Production
- AI-Powered DevSecOps: Key Use Cases
- Automate & Simplify Application Security with Dynatrace
- Automating DISA STIG Compliance for VMware Workloads. Featuring 'Draft' STIGs.
- Better business results through AI Webinar Series
- Unified observability with AI: Beyond metrics, logs, and traces with Accenture
- 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
- Business Flow - August 2024 Update - Dynatrace App Spotlight
- Catching up with Runecast: The Must-Have Features
- Cencosud Scotiabank
- Why CISOs struggle to realize the potential of DevSecOps
- Cloud Native in Minutes, Not Days: Empowering Developers Through Platform Engineering
- What’s next for cloud observability in 2023?
- Debug and Understand Your Code Like Never Before
- 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
- Partner Tech Talk Webinar Series
- Embracing Efficiency in the Azure Cloud
- 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
- Exploring the power of AI observability with Dynatrace and AWS
- Trends in Kubernetes Observability – Insights from the GigaOm 2024 Radar Report
- How AI-powered observability improves developer experience
- 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 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
- Integrate application security throughout the Kubernetes software lifecycle
- 2024 IT and Observability Forecast
- 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
- From Data to Action: Maximizing Business Value with Digital Experience Monitoring
- Monitoring Kubernetes with Dynatrace: Choosing the Right Deployment Mode
- Monitoring Your Application and Infrastructure Health with Logs in Dynatrace
- Onboarding to Logs on Grail - Best Practices
- Securing, Backing Up, & Optimizing Kubernetes/Containerized Environments
- Optimizing Cloud Migration: The Smart Move with Dynatrace & Microsoft
- Optimizing Hybrid Cloud Environments with Dynatrace
- Power Demo: Debug Smarter with Dynatrace Live Debugger
- Powering consolidation on a unified platform
- Predictive Analytics: Putting AI to work improving application performance
- Runecast Customer Story: Oman Airports
- Best Tips to Scan Your Containerized Workloads for Vulnerabilities
- Security and Compliance across VMware ecosystem
- Taking control of software supply chain risk with End-to-End Observability and Security
- The Future of AIOps: How Agentic AI is Transforming IT Resilience
- Troubleshooting common Kubernetes problems faster with Davis AI
- Troubleshooting Large Scale VMware Deployments
- Understanding Configuration Drift Management
- Unleash the power of AWS services with Dynatrace
- Unlock the hidden power of your telemetry data for Business Observability
- Unlock the full potential of Dynatrace modern log management
- Kubernetes Observability Webinar Series
- Unlocking Simplicity: Dynatrace Solutions for Log Analytics
- Unlocking the Business Value of Dynatrace
- 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 an observability strategy is crucial
- /whitepapers
- How automation and AI accelerate innovation and boost KPIs
- The benefits of intelligent observability
- Dynatrace is better for your observability initiative
- Bridging the AI production gap: How observability unlocks enterprise AI success
- Build Trust in Public Services with Unified Observability
- Bring Unmatched Certainty to ADP's Digital Ecosystem with AppSec
- Cloud Faster Together - Observability Solutioning
- Connect web performance with user experience
- Keeping government applications secure
- 7 criteria for unified observability and security at scale
- Log4j: Strengthening cyber defenses in government systems
- What the SEC cybersecurity disclosure mandate means for application security
- IT needs a data architecture that stores data insights
- Developing a centralized log management and analytics strategy
- Whitepaper: Dynatrace vs. Splunk
- How-to Guide: Out-of-the-Box Kubernetes Alerting
- Log management and analytics with Dynatrace
- Logs done right: Dynatrace vs. Datadog for log management and analytics
- Master your cloud and GenAI modernization with expert observability strategies
- Why modern, well-architected AWS clouds demand AI-powered observability
- Network performance monitoring continues to vex CloudOps
- What the NIS2 Directive means for application security
- Observability Essentials for Optimizing Applications: A Buyers' Guide
- Best Practices for Generative AI and Observability
- Transform Government Service Delivery with AI & Data
- Practitioners guide to migrating from Splunk to Dynatrace
- Reasons customers switch from Datadog to Dynatrace
- Retail organizations upgrade to advanced observability
- Splunk vs. Dynatrace
- Supermarkets upgrade to advanced observability
- eBook: The pillars of observability
- Unlocking cloud sovereignty with Dynatrace and Deloitte
- Why log monitoring and log analytics matter in a hyperscale world
- /integrations
- Knowledge Base
- What is A/B testing?
- Agentic AI FAQs - What is Agentic AI?
- What is AI 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 topology discovery?
- What is artificial intelligence?
- What is Autoscaling?
- 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 are CIS Benchmarks?
- What is Closed loop remediation?
- What is cloud automation?
- What is Cloud computing?
- What is cloud cost modeling?
- What is cloud migration?
- 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 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 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 transformation?
- What is DISA STIG?
- What is Disaster recovery?
- What is DORA compliance?
- What are the DORA metrics?
- What is drift detection?
- What is DynaHist?
- What is Error budget?
- What are event logs?
- What is Everything as?
- What is exposure management?
- What is feature flagging?
- 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 hash4j?
- What is High availability?
- 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 an integrated development environment (IDE)?
- What is Interactive application security tests (IAST)?
- What is an internal developer platform?
- What is IT automation?
- What is ITOps?
- What is Kubernetes architecture?
- What is LLM monitoring?
- What is LLM observability?
- What is log aggregation
- What is log analysis?
- What is log analytics?
- What is log parsing?
- What is log preparation?
- What is Microsoft Azure?
- What is mobile app monitoring?
- What is Model Context Protocol (MCP)?
- What is Monaco?
- What is Monitoring?
- What is network performance monitoring?
- 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 Penetration testing?
- What is performance monitoring?
- What is Platform as a Service (PaaS)?
- What is Problem remediation?
- What is Progressive delivery?
- What is Release?
- What is Resiliency engineering?
- What is Risk assessment?
- What is Root-cause analysis?
- What is Scalability?
- What is SecDevOps?
- What is Secure coding?
- What is security by design?
- What is Security operations center (SOC)?
- What is Security?
- What is Service discovery?
- What is SIEM?
- What is Software quality?
- What is software supply chain security?
- What is telemetry data?
- What is a telemetry pipeline?
- What is test automation?
- What is Threat intelligence?
- What is Threat modeling?
- What is Threat?
- What is tool sprawl?
- What is Toolchain orchestration?
- What is Virtualization?
- What is a vulnerability assessment?
- What is Vulnerability?
- What is W3C Trace Context?
- What is web application security?
- Partnership Program
- Packet Perf | Partner Finder
- The Dynatrace Partner Services Endorsement Program
- PowerCloud | Partner Finder
- Red Hat | Partner Finder
- Solution partners
- /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
- Technology alliance partners
- /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 Platform
- AIOps (AI for IT Operations)
- Alerting
- AppEngine
- Application Observability
- Application Security
- Application topology discovery and application mapping
- Meet Davis, our powerful AI-engine
- Fully automated analytics and optimization
- AutomationEngine
- Business impact analysis
- Business Observability
- Business transaction monitoring
- Cloud monitoring
- Dynatrace comparison
- Compliance and Resilience
- Continuous delivery analytics
- Dashboards
- Database Monitoring
- /digital-experience-monitoring
- Digital Experience
- What is full stack? understand the dependencies
- Grail
- Infrastructure Observability
- Unleash our latest platform innovations
- Log Management and Analytics
- Management zones
- Message queue monitoring
- Mobile monitoring for apps
- Network monitoring
- Notebooks
- Cloud observability
- OneAgent
- Open ecosystem
- Open observability standards support
- OpenPipeline
- Performance monitoring for single-page applications
- PurePath
- Real user monitoring
- Root-cause analysis
- Upgrading from Dynatrace Managed to SaaS
- Server monitoring
- Serverless Monitoring
- Service backtrace
- Service flow
- Session Replay
- Software Delivery
- Synthetic monitoring
- Threat Observability
- User behavior analytics
- Virtualization monitoring
- Monitoring at web-scale
- Workflows
- The Power of Possible
- Dynatrace pricing
- Get a Dynatrace Demo today
- Home | Dynatrace Research
- Publications | 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
- Using Crash Frequency Analysis to Identify Error-Prone Software Technologies in Multi-System Monitoring | 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 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
- 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
- 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
- Generating repairs for inconsistent models | Dynatrace Research
- High-level Stream Processing: A Complementary Analysis of Fault Recovery | 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
- On the Difficulties of Supervised Event Prediction based on Unbalanced Real-World Data in Multi-System Monitoring | Dynatrace Research
- Performance and Scalability of Learned Index Structures in the Wild | 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
- The balancing principle for parameter choice in distance-regularized domain adaptation | 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 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
- Dynatrace Resources
- /ebooks
- eBook: 5 challenges to achieving observability at scale
- A step-by-step guide for cloud migration
- AIOps done right - Automating enterprise software
- Developing an AIOps strategy - Free eBook
- Cloud application security: The next generation
- The Developer's Guide to Observability
- Harmony in code: Unpacking DevOps and platform engineering in a cloud-native world
- 5 Key Considerations for Cloud Monitoring
- 5 Key Considerations for Monitoring AWS
- 5 Key Considerations for Monitoring Google Cloud
- 5 considerations for monitoring Microsoft Azure
- 5 Key Considerations for Monitoring OpenShift
- 5 Key Considerations for Monitoring Pivotal Platform
- 5 Key Considerations for Monitoring VMware Tanzu
- How to make technology your strategic advantage
- eBook: Java enterprise performance
- Agile principles for performance evaluation
- Analyzing Java Memory
- Calculating Performance Data
- Classloader-Releated Memory Issues
- Collecting and Analyzing Execution Time Data
- Collecting Performance Data
- GC Configuration Problems
- Controlling Measurement Overhead
- Employing Dynamic Architecture Validation
- Enforcing Development Best Practices
- High Memory utilization and their root causes
- eBook: How Java Garbage Collection Works
- How Humans Perceive Performance
- IaaS, PaaS and SaaS – All Cloud, All different
- Garbage Collection and Application Performance
- Performance Monitoring in Virtualized and Cloud Environments
- 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
- Monitoring & Understanding Application Performance in The Cloud
- Monitoring Applications in Virtualized Environments
- Out-Of-Memory, Churn Rate and more
- Performance Analysis & Resolution of Cloud Applications
- Differentiating Performance from Scalability
- Performance Engineering
- eBook: Performance in Continuous Integration
- Reducing Garbage Collection Pause time
- Not all JVMS are created equal
- Theory Behind Performance
- Tuning Java Garbage Collection
- Visualizing Performance Data
- Virtualization's Impact on Performance Management
- Kubernetes in the Wild report 2025
- Lessons learned while writing The DevOps Handbook
- Observability for cloud-native environments
- OpenTelemetry for intelligent observability eBook
- Optimise digital user experience for all Australians
- eBook: Extending the pillars needed to achieve advanced observability
- Seven criteria for unified observability and security
- Shared dashboards, shared understanding: What FreedomPay learned by opening Dynatrace to customers
- State of SRE Report: 2022 Edition - Full version
- eBook: The State of the Kubernetes Ecosystem
- eBook: Understanding Node.js performance
- /infographics
- Monitoring tools
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- /ebooks
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- /service-support
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- /government
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- Observability for Developers
- Platform Engineering
- Security Posture Management | Dynatrace Platform
- Site Reliability Engineering
- Tool consolidation
- /technologies
- AWS monitoring | AWS observability
- Azure monitoring | Azure observability
- Google Cloud monitoring | Google Cloud observability
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- OpenTelemetry & Dynatrace for intelligent observability
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- /trial
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