2025 Internet Trends Decoded: The 19% Surge, AI’s Dominance, and Quantum-Proof Encryption
6 days ago 高效码农2025 Internet Trends Review: The Rise of AI, Post-Quantum Encryption, and Record-Breaking DDoS Attacks Abstract 2025 witnessed pivotal shifts in the global internet landscape: 19% growth in global traffic, a surge in AI crawler activity, doubled traffic for Starlink (expanding to over 20 new countries), 52% of human-generated traffic using post-quantum encryption, and significant expansion in hyper-volumetric DDoS attack sizes—all shaping the year’s digital trajectory. In 2025, Cloudflare released its sixth annual Internet Trends Review, leveraging data from its global network spanning 330 cities across 125+ countries/regions. The network processes an average of 81 million HTTP requests per second (peaking …
Revolutionizing Business Analytics: How Multi-Agent AI Systems Automate Enterprise Data Analysis
3 months ago 高效码农AI-DATAGEN: Automated Enterprise Data Analysis with Multi-Agent AI Systems Core question answered: How can businesses automate complex data analysis while maintaining accuracy? AI-DATAGEN’s multi-agent architecture enables collaborative AI specialists to reduce analysis time from days to minutes while preserving data integrity. 1. Core Value Proposition and Business Applications Key question addressed: What tangible benefits does AI-DATAGEN deliver compared to manual analysis? A financial institution processing 1M+ daily transactions used AI-DATAGEN to detect fraud patterns. The hypothesis agent identified unusual cross-border transactions between 2-4 AM, visualized through interactive dashboards. Full analysis completed in 45 minutes – 32x faster than human analysts. …
Instagram Network Analysis Using Neo4j: Unlocking Social Insights with Osintgraph
4 months ago 高效码农Unlock Social Insights with Osintgraph: Mapping Instagram Networks Using Neo4j The Power of Social Network Analysis In today’s interconnected world, social relationships reveal more about individuals than surface-level profiles suggest. Osintgraph bridges the gap between Instagram’s social data and professional network analysis through Neo4j’s graph database technology. This powerful combination transforms social connections into actionable intelligence for legitimate research purposes. Core Functionality Explained 🔧 Essential Command Toolkit Command Function Usage Example -setup Connects Neo4j and logs into Instagram python main.py -setup -discover Retrieves user metadata and relationships -discover “username” -follower_limit 2000 -explore Automatically maps target’s network -explore “username” -max_people 10 …