Hunting for Malicious Infrastructure Using Big Data
Explore innovative machine learning techniques for detecting malicious infrastructure in HTTP responses, focusing on uniqueness and header order features to identify command and control servers.
Adversarial Data Mining - Big Data Meets Cyber Security
Explore adversarial data mining techniques in cybersecurity, focusing on big data challenges and solutions for detecting and mitigating threats in complex digital environments.
Terrorism, Tracking, Privacy and Human Interactions
Explore terrorism, tracking, privacy, and human interactions through big data, wardriving, and wireless snooping. Learn about distributed devices, data analysis, and potential applications in marketing and surveillance.
Big Data, What's the Big Deal?
Explore big data's value, challenges, and best practices for securing and protecting sensitive information in organizations, with a focus on privacy and security considerations.
The Human Insights Missing from Big Data
Tricia Wang explores the limitations of big data and advocates for "thick data" - qualitative insights from real people - to make better business decisions and navigate uncertainty.
Big Data Is Better Data
Explore the future of machine learning and its impact on technology, design, and human knowledge in this thrilling science talk about big data-driven innovations.
CLP - Efficient and Scalable Search on Compressed Text Logs
Innovative tool for lossless log compression with fast search capabilities, outperforming existing solutions in compression ratio, search speed, and ingestion performance for petabyte-scale log management.
A Dashboard Is Worth a Thousand Words - Better Monitoring for Better Ops
Explore how CERN's new monitoring system improved service operations and fostered SRE practices, discussing design decisions, operational challenges, and the benefits of implementing SLIs/SLOs.
Apache Kafka and KSQL in Action - Let's Build a Streaming Data Pipeline
Build real-time streaming data pipelines using Apache Kafka and KSQL. Learn architectural benefits, data integration, filtering, enrichment, and anomaly detection through practical demonstrations.
Fast Data Architectures for Streaming Applications
Explore streaming data architectures, tools, and techniques for real-time processing and analytics. Learn about trade-offs, challenges, and integration strategies for modern big data systems.
Kubeflow for Machine Learning
Explore Kubeflow for ML: tooling, scaling Python with Dask/Ray, API comparisons, and insights on distributed computing. Learn from experts about advancements in machine learning infrastructure.
Monitor Your Java Applications with the Elastic Stack - Logs, Metrics, Pings, and Traces
Comprehensive guide to monitoring Java applications using Elastic Stack, covering logs, metrics, pings, and traces for effective microservices management and troubleshooting.
Real Time Investment Alerts Using Apache Kafka & Spring Kafka at ING Bank
Explore real-time investment alerts using Apache Kafka and Spring Kafka at ING Bank. Learn how to handle massive stock price streams, match customer alerts, and deliver timely notifications while meeting regulatory requirements.
Introduction to Presto - The SQL Engine for Data Platform Teams
Explore Presto, a powerful SQL engine for data platform teams, and learn how it can enhance your data analytics capabilities and streamline query processing across diverse data sources.
Enable Real-time Analytics and Machine Learning with Azure Stream
Explore Azure Stream Analytics for real-time data processing, integrating with Power BI dashboards and Azure ML. Learn to build streaming jobs and implement lambda architecture for data-driven insights.
Extend SQL Applications to the Edge with Azure SQL Edge
Explore Azure SQL Edge's optimized database engine for IoT workloads, featuring data streaming, timeseries, and ML capabilities. Learn about customer implementations and new features for the Intelligent Edge.
SQL Server Big Data Clusters Architecture
Explore SQL Server 2019 Big Data Clusters architecture, including containers, Kubernetes, Spark, and HDFS. Learn to unify data sources, run big queries, and implement data preparation in an end-to-end scenario.
Speed Up Data Access with PyArrow Apache Arrow - Data is the New API
Explore Apache Arrow's columnar memory format for fast, language-independent data access. Learn about PyArrow integration, performance benefits, and Apache Flight for analytics.
How to Patch Stupid - A Modern Approach To Securing Users
Innovative approach to user security through personalized training, data-driven strategies, and engaging content. Addresses common pitfalls in cybersecurity education.
Internet Scanning - Current State and Lessons Learned
Internet scanning research: latest results, tools, and findings. Explore new scan types, data processing, and vulnerability statistics. Learn about recent discoveries in misconfigurations and security improvements across countries and industries.
Babar-ians at the Gate - Data Protection at Massive Scale
Explore data protection challenges and solutions for Big Data environments, focusing on security considerations for Hadoop and emerging vulnerabilities in large-scale data management systems.