Dynamic Pricing Model for Mobility On-Demand Services
Discover how TMAP implements dynamic pricing models for mobility on-demand services, incorporating real-time supply-demand data and external variables like weather for optimal price adjustments.
Data Governance and Data Lake Implementation with Delta Lake
Discover how to effectively implement Data Lake with Data Governance through Microsoft's key services, featuring real SK case studies and insights on ML Studio and Power BI integration.
Vision-Language Model을 활용한 Vision Data Asset 구축 - AI 이미지 이해와 데이터 관리
Discover how SKT builds and manages 100TB of vision data assets using Vision-Language Models, standardizing fragmented data for enhanced AI services and efficient situation recognition in CCTV systems.
The Intelligent Future of Data Warehouses and Delta Lake - Structured Streaming with PySPARK
Explore the evolution of data warehousing from traditional ETL to modern Lakehouse architecture, focusing on Delta Lake, Structured Streaming, and PySpark implementation with practical code examples.
DocETL: AI Agents for Complex Document Processing and Data Transformation
Discover how DocETL framework leverages AI agents and LLMs to transform complex document processing, featuring innovative operators and optimization techniques for enhanced data extraction and analysis.
Hedonometry and Big Data Applications in Text Analysis
Discover how hedonometers analyze sentiment in big data, exploring real-world applications like measuring emotional content in Michael Jackson's lyrics through data science techniques.
Overview of the Databricks Platform and Data Lakehouse Architecture
Discover how Databricks revolutionizes data processing by combining data warehouse and lake architectures through Delta Lake, Apache Spark, MLFlow, and Koalas frameworks for scalable data engineering and analytics.
Real-time Analytics at IoT Scale for Electric Vehicle Systems
Explore how Rivian leverages real-time analytics and IoT technologies to power their electric vehicles through an advanced stack combining Kafka, Flink, and Druid with custom solutions.
Unlocking Geospatial Data Science: A Strategic Overview
Explore the landscape of geospatial data science and location intelligence, from strategic perspectives to practical applications, including data sources, industry use cases, and hands-on examples.
Stateful в Kubernetes - Особенности Работы с Базами Данных
Dive into managing stateful applications in Kubernetes, exploring deployment strategies for databases like PostgreSQL, ClickHouse, and Cassandra while learning best practices and potential pitfalls.
Implementing HDFS ACLs in OneFS - A Guide to POSIX.1e Style Access Control Lists
Dive into POSIX.1e ACLs implementation in multiprotocol environments, exploring security model interactions, multithreading challenges, and practical translation methods between different ACL types.
Accelerating Near Real-time Analytics with High Performance Object Storage
Discover how computational storage enhances object storage applications through in-situ processing, improving system performance, reducing data movement, and enabling efficient real-time analytics in disaggregated environments.
Apache Ozone Distributed Object Storage with Erasure Coding Architecture
Dive into Apache Ozone's distributed object storage system architecture, focusing on Erasure Coding implementation for enhanced storage efficiency and reliability while reducing costs by 50% compared to traditional replication methods.
Re-thinking Security in a Distributed Storage System
Delve into Apache Ozone's security architecture, exploring authentication, authorization, and communication protocols in distributed storage systems, with insights on recent performance improvements and solutions.
Building a Management Layer for Structured and Unstructured Data Lakes
Discover how to effectively manage data lakes using modern architectures, open table formats, and version control systems through practical examples with Databricks, Apache Iceberg, and AWS technologies.
Stream Processing with Redpanda and Apache Flink
Master stream processing fundamentals and advanced concepts using Redpanda and Apache Flink, from stateless operations to fault tolerance, followed by hands-on application building and deployment in Java.
Lively LiveView with Membrane - Exploring Real-time Video and Audio Processing
Explore LiveView and Membrane Framework for interactive video and audio processing in Elixir, covering stream processing, transformations, and managing complexity.
RabbitMQ Streams: Past, Present, and Future - Design Journey and New Features
Explore RabbitMQ streams' design journey, internals, and new filtering feature. Gain insights into best practices, limitations, and future developments for efficient message streaming and partitioning.
Practical Pipelines: Houseplant Soil Alerting System with ksqlDB
Develop a houseplant soil alerting system using ksqlDB, exploring practical pipeline implementation for real-time data processing and monitoring.
Build ML-Enhanced Event Streaming Apps with Python Microservices - Conf42 Python 2023
Develop ML-enhanced event streaming applications using Python microservices, exploring real-time data processing and machine learning integration.
Anomaly Detection with Apache Pinot and ThirdEye
Explore anomaly detection techniques using Apache Pinot and ThirdEye for efficient cloud-native data analysis and monitoring.