Vector Search Isn't Enough
Explore how combining vector search, generative AI, and traditional search approaches with enriched content and secure data retrieval can enhance commercial applications of Large Language Models.
Scanning IPv4 for Exposed Data and Vulnerable Databases
Exploring IPv4 scans to uncover exposed databases, revealing vulnerabilities in popular key-value stores and the risks of data theft and remote code execution in insecure setups.
Extractive Q&A With Haystack and FastAPI in Python
Build an extractive Q&A system using Haystack, FastAPI, and BERT transformer. Implement Elasticsearch with BM25 retriever for efficient information retrieval and answer generation from text documents.
Availability and Storage Autoscaling of Stateful Workloads on Kubernetes
Explore strategies for running highly available, scalable Elasticsearch on Kubernetes. Learn about storage autoscaling, persistent disk management, and secure client connections using Envoy and Kubernetes ingress.
Modernizing .NET Apps for Developers - Part 4: Adding Self-Service Analytics
Enhance your .NET app with self-service analytics using Elasticsearch in Docker containers. Learn zero-downtime deployment and feature addition in this hands-on tutorial.
Enhancing Observability in Cloud-Based Educational Linux Lab Environment
Explore eBPF-based solutions for enhancing observability in cloud-based Linux lab environments, focusing on real-time resource monitoring and user behavior insights with minimal performance impact.
Using External Persistent Volumes for High Availability on DC/OS - Reducing Recovery Times
Learn to reduce recovery times and achieve high availability for distributed applications on DC/OS using external persistent volumes, with practical examples and demonstrations.
Network Flow Monitoring in Kubernetes with Contiv/VPP CNI and Elastic Stack
Explore powerful network flow monitoring in Kubernetes using Contiv/VPP CNI and Elastic Stack for real-time visibility, debugging, bottleneck identification, and security incident investigation.
Improve Monitoring and Observability for Kubernetes with Open Source Tools
Explore open-source tools for enhancing Kubernetes monitoring and observability, including log aggregation with Elasticsearch, metrics with Prometheus and Grafana, and exception handling with Sentry.
Analyzing and Improving the Scalability of In-Memory Indices for Managed Search Engines
Explore scalability improvements for in-memory indices in managed search engines, comparing compressed and uncompressed indices on DRAM and NVM, and analyzing performance trade-offs.
Observability is More than Logs, Metrics and Traces
Explore observability beyond logs, metrics, and traces. Learn holistic system monitoring approaches, creating richer events aligned with business needs, and adding value through comprehensive system understanding.
Building a Security Platform with Elastic Stack - Part 1
Learn to build a security platform using Elastic Stack. Explore basic components, data ingestion tools, data management, and cluster security. Gain insights from an experienced developer on leveraging SIEM for effective security monitoring.
Changing the Engine in Flight - Rebuilding Monitoring at Scale
Explore real-time data processing architecture for high-traffic monitoring, including distributed systems, Go-based microservices, and Kafka with ElasticSearch. Learn from successes and failures in upgrading monitoring systems.
Network Monitoring via SSH and ELK
Netzwerküberwachung ohne SNMP: Verwendung von SSH, Python und ELK Stack für effektives Monitoring. Praxisnahe Einblicke in alternative Methoden zur Datenerfassung und -analyse von Netzwerkhardware.
Needles, Haystacks and Algorithms - Using Machine Learning to Detect Complex Threats at DefCamp - 2018
Explore machine learning techniques for detecting complex threats in cybersecurity, focusing on APTs, technical controls, and innovative solutions using algorithms and data analysis.
Using Blue Team Techniques in Red Team Ops
Innovative techniques for advanced red team operations, including infrastructure management, blue team detection, and dynamic adjustments to enhance effectiveness and evasion.
Applying Geospatial Analytics at a Massive Scale Using Kafka, Spark and Elasticsearch on DC/OS
Explore geospatial analytics at scale using Kafka, Spark, and Elasticsearch on DC/OS. Learn about high-velocity IoT data consumption, streaming analytics, and spatiotemporal data storage across cloud environments.
Keeping Open Source Open
Explore AWS's commitment to open source, its contributions, and strategies for maintaining openness in key technologies like Java and Elasticsearch. Learn about their approach to licensing and community engagement.
We're All Searching for Something - An Introduction to Elastic on Microsoft Azure
Explore Elastic Stack's enterprise search, observability, and security solutions on Azure. Learn to leverage search for applications, websites, and Azure environment protection.
Getting Better with Data
Learn data-driven strategies to streamline network monitoring, reduce alert fatigue, and optimize your time. Discover tools and processes for effective business intelligence and dashboard creation.
My Bro The ELK - Obtaining Context From Security Events
Automate security event analysis using ELK, Bro IDS, and threat intelligence feeds. Learn to integrate frameworks for faster incident response and enhanced threat detection.