Dynamic Freight Pricing - AI-Based Real-Time Price Adjustment Strategy
Discover how T-map Mobility's AI models optimize freight pricing in real-time, balancing dispatch success rates and profitability through innovative data-driven strategies and ICT family collaboration.
SQL 엔진을 더욱 강력하게 - 비정형 데이터 분석 정상에 서다
Discover how SK Hynix transforms unstructured semiconductor equipment data into structured formats using TrinoPy+, an enhanced SQL solution that enables seamless data preprocessing, analysis, and loading with single SQL queries.
지하철 혼잡도: 실시간 데이터 수집부터 분석까지
실시간 지하철 혼잡도 서비스의 데이터 수집, 분석, 처리 과정을 탐구하며 실시간 데이터 처리 시스템의 구조와 구현 방법을 심층적으로 이해합니다.
셀프서비스 Stream Designer로 시스템 강화하기
Discover how Stream Designer platform revolutionizes real-time data processing in semiconductor manufacturing, enabling efficient DevOps and simplified data manipulation through self-service capabilities.
Real-time Mobile App Analytics and VoC Insights Through User Device Data Analysis
Discover how to analyze real-time mobile app crashes and user feedback using SK's mTworks, Firebase, and BigQuery to improve customer experience and retention through data-driven VoC insights.
Spark를 활용한 반도체 비정형 데이터 처리 및 조회 서비스 혁신
Discover how to optimize semiconductor unstructured data processing using Spark architecture and Big Data technologies for enhanced analysis capabilities in high-tech manufacturing environments.
Databricks Distributed File System (DBFS) vs Local Files on Spark Cluster Driver Node
Understand the key differences between Databricks File System (DBFS) and local driver node storage, exploring distributed storage capabilities and FUSE mount implementation for cloud data access.
Lakehouse Architecture with Delta Lake and Databricks
Dive into Lakehouse architecture fundamentals, exploring Delta Lake format and Databricks platform implementation for modern data management and analytics solutions.
REDLake Azure - Enterprise Data Lake and Business Satellites
Explore Bosch's REDLake Azure enterprise data repository system, focusing on data collection, storage, refinement, and analysis using Azure Synapse Analytics and Power BI for global accessibility.
Ansible - Automating Data Lake Deployment with Elasticsearch
Master automated data lake deployment using Ansible, focusing on streamlined configuration and management of Elasticsearch-based infrastructure for efficient data storage and processing.
Machine Learning in Production on Databricks - Deployment and Monitoring Best Practices
Discover practical strategies for deploying ML models in production using Databricks, covering CI/CD integration, monitoring best practices, and real-world implementation challenges.
Advanced Pharmacoepidemiology Methods: Self-Controlled Study Designs - Lecture 4
Explore advanced pharmacoepidemiology methods and self-controlled study designs in understanding medication effects through big data analysis and modern research approaches.
Fixing Small Files Performance Issues in Apache Spark Using DataFlint
Master Apache Spark's file handling optimization techniques and learn to solve small files performance issues using DataFlint. Explore best practices for storage formats like Delta Lake and Iceberg.
Dyalog and Apache Kafka Integration - True?
Explore Apache Kafka's potential with Dyalog APL, learning about distributed event streaming, real-time data pipelines, and practical implementation examples.
Automated Translation of Functional Big Data Queries to SQL
Explore automated translation of functional big data queries to SQL, improving efficiency while maintaining abstraction benefits. Learn about novel column-wise decomposition for query synthesis.
Stream Types - A Foundational Theory of Typed Data Streams and Stream Transformers
Explore a foundational theory of typed data streams and transformers, covering complex sequential patterns, parallel structure, and programming idioms like punctuation and windowing.
High Throughput Data Processing with GenStage
Explore Elixir's building blocks for efficient data ingestion, covering backpressure, partitioning, retries, and batching techniques for large-scale processing.
Real-time Product Analytics with LiveView - ElixirConf EU 2023
Explore real-time product analytics using LiveView, enabling direct user interaction and feedback. Learn to build an internal admin interface for monitoring user activity and engagement.
Big Data, Memes, Information Diffusion in Online Social Networks and Opinion Dynamics
Explore big data, memes, and information diffusion in online social networks. Analyze opinion dynamics and their impact on digital communication.
Chidori - AI/ML Cluster Management Platform
Explore Chidori, an AI/ML cluster management platform for Spark on Kubernetes. Learn advantages, challenges, and see a demo of this innovative solution for efficient resource utilization.
Enriching the Data vs Filtering in Apache Spark
Explore data enrichment vs filtering in Spark for improved performance and scalability in cloud-native applications, with practical examples and insights from Capital One's loyalty use case.