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- Real-time computing without stable states: A new framework for neural computation based on perturbations
- Real-time computation at the edge of chaos in recurrent neural networks
- PCSIM: a parallel simulation environment for neural circuits fully integrated with Python
- Analysis of Compass Sensor Accuracy on Several Mobile Devices in an Industrial Environment
- Requirements Analysis for an Open Ecosystem for Embedded Tamper Resistant Hardware on Mobile Device
- A Practical Hardware-Assisted Approach to Customize Trusted Boot for Mobile Devices
- A password-authenticated secure channel for App to Java Card applet communication
- Localization in an industrial environment: a case study on the difficulties for positioning in a harsh environment
- Speeding up Semantic Segmentation for Autonomous Driving
- Mobile Gait Match-on-Card Authentication from Acceleration Data with Offline-Simplified Models
- Mining Constraints for Event-based Monitoring in Systems of Systems
- Real-world Identification for an Extensible and Privacy-preserving Mobile eID
- Protecting Touch: Authenticated App-To-Server Channels for Mobile Devices Using NFC Tags
- Standard-free calibration transfer-An evaluation of different techniques
- New Cardinality Estimation Algorithms for HyperLogLog Sketches
- Extracting Timed Automata from Java Methods
- Multi-domain transfer component analysis for domain generalization
- Generalized online transfer learning for climate control in residential buildings
- Central moment discrepancy (cmd) for domain-invariant representation learning
- New Cardinality Estimation Methods for HyperLogLog Sketches
- Superminhash - A New Minwise Hashing Algorithm for Jaccard Similarity Estimation
- Using Crash Frequency Analysis to Identify Error-Prone Software Technologies in Multi-System Monitoring
- Bagminhash - Minwise Hashing Algorithm for Weighted Sets
- WorkflowDSL: scalable workflow execution with provenance for data analysis applications
- Modeling Time in Java Programs for Automatic Error Detection
- Additive partial least squares for efficient modelling of independent variance sources demonstrated on practical case studies
- Automatic Verification of Time Behavior of Programs
- Bridging the Gap in Privacy-Preserving Revocation: Practical and Scalable Revocation of Mobile EIDs
- Mobile Match-on-Card Authentication Using Offline-Simplified Models with Gait and Face Biometrics
- Recovery of Encrypted Mobile Device Backups from Partially Trusted Cloud Servers
- Disposable dynamic accumulators: toward practical privacy-preserving mobile eIDs with scalable revocation
- Formal Analysis & Verification of Timed Programs
- Semantics-driven extraction of timed automata from Java programs
- Computing Extremely Accurate Quantiles Using t-Digests
- Automatic Repair of Timestamp Comparisons
- A Demand-Response Framework in Balance Groups through Direct Battery-Storage Control
- A Constraint Mining Approach to Support Monitoring Cyber-Physical Systems
- Can we Predict Performance Events with Time Series Data from Monitoring Multiple Systems?
- A Framework for Preprocessing Multivariate, Topology-Aware Time Series and Event Data in a Multi-System Environment
- Visual Scene Understanding for Autonomous Driving Using Semantic Segmentation
- RUDDER: Return Decomposition for Delayed Rewards
- Explaining and Interpreting LSTMs
- Robust unsupervised domain adaptation for neural networks via moment alignment
- Comparing Constraints Mined From Execution Logs to Understand Software Evolution
- Supporting the Selection of Constraints for Requirements Monitoring from Automatically Mined Constraint Candidates
- Using Constraint Mining to Analyze Software Development Processes
- Cost Optimization at Early Stages of Design Using Deep Reinforcement Learning
- Verifying temporal specifications of Java programs
- ProbMinHash - A Class of Locality-Sensitive Hash Algorithms for the (Probability) Jaccard Similarity
- Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution
- Convergence Proof for Actor-Critic Methods Applied to PPO and RUDDER
- Real-Time Reconnaissance Detection for Web Applications
- Multi-source transfer learning of time series in cyclical manufacturing
- Towards Reconstructing Multi-Step Cyber Attacks in Modern Cloud Environments with Tripwires
- SetSketch: Filling the Gap between MinHash and HyperLogLog
- Open Source
- Projects & Standards
- Open Source Projects
- Dynatrace OpenTelemetry Metrics Exporter for Java
- Dynatrace OpenTelemetry Metrics Exporter for .NET
- Dynatrace OpenTelemetry Metrics Exporter for Python
- Dynatrace OpenTelemetry Metrics Exporter for JavaScript
- Dynatrace OpenTelemetry Metrics Exporter for Go
- OpenTelemetry Collector Contrib
- fluent-plugin-dynatrace, a plugin for fluentd
- Telegraf
- Blog
- A giant leap for the design system at Dynatrace
- A running start towards enablement: how a UX guild will broaden our horizons
- Owning the unknown
- Correlating distributed traces of large scale systems
- Optimizing Spark queries with filter pushdown
- Terminology matters
- Cloud-native app delivery, where we’re heading in 2021
- Summarizing high-frequency latency measurements with strict error guarantees
- How online innovation days brought our remote labs closer together
- Shifting SRE Left with Keptn
- Improving processes and workflows, one idea at a time
- “We aim to find a common language”
- What goes into becoming the best IT employer in Austria
- Understanding Black-Box ML Models with Explainable AI
- How NOT to start with Kubernetes
- Inside Open Source: meet the contributors working on OpenTelemetry
- How Dynatrace does Scaled Agile. Part 1: Choosing the right framework
- Implementing Agile project management in an open-source project
- A Deep Learning Approach for Network Anomaly Detection
- 5 Takeaways from talking about performance engineering with Taras Tsugrii from Facebook
- Meet the Kotlin community at Dynatrace
- Why I decided to join Dynatrace, the leading company that is continuously innovating
- Doping for the Internet
- Empowering Dynatrace employees with the Autonomy Principle
- How to Be a (Good) DevOps Engineer
- User Testing vs Usability Testing
- How Dynatrace does Scaled Agile. Part 2: Lessons learned from implementing a new framework
- Data-Driven Product Management
- The SRE minstrel, singing his way to reliable systems
- What is Product Led Growth
- Dynatrace Stories: Insights from a Java software engineer in Graz
- We cannot afford to overlook brainwave
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