User Behavior Hashing for Audience Expansion - Deep Learning Approach
Explore deep learning-based hashing for sequential behavior data, utilizing Spark for large-scale preprocessing and distributed inference on Databricks with Pandas UDF.
Productionizing Deep Reinforcement Learning with Spark and MLflow
Aprenda a aplicar Deep Reinforcement Learning em escala usando Spark e MLflow para personalização de jogos e aumento de engajamento, com dicas práticas para superar desafios de produção.
Interactive Storytelling Brings the Best and Most Engaging Traditions to the Digital Age
Explore interactive storytelling techniques that blend traditional narratives with modern technology, enhancing audience engagement and participation in shaping the story's outcome.
Storage Systems at a Rapidly Scaling Startup - Instagram's Infrastructure Evolution
Explore Instagram's infrastructure evolution from 30M to 150M users. Learn scaling strategies, database optimizations, and lessons from rapid growth with a small engineering team.
tinyML Trailblazers: Success Stories with Mouna Elkhatib
Explore tinyML success with Mouna Elkhatib, AONDevices CEO. Learn about voice processing innovations, entrepreneurial challenges, and future trends in edge AI and IoT technologies.
Automated Background Removal Using PyTorch - Wehkamp's Image Processing Pipeline
Discover an automated pipeline for efficient background removal in product images using PyTorch and machine learning, enhancing visual experiences for e-commerce customers.
Wrangling Kubernetes Configuration for Hundreds of Teams
Explore techniques for managing Kubernetes configuration at scale, focusing on Shopify's transition to a modular system and the use of next-generation SIG CLI tools for improved efficiency.
Continuous Profiling Your Production Kubernetes Deployments Running at Scale
Explore continuous profiling for Kubernetes deployments, its benefits, open-source options, and real-life examples of improving system efficiency in large-scale production environments.
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.
Move Fast and Fix Things - Building a Better Internet
Exploring the impact of social media on society and democracy, this talk discusses the need to build a better internet that restores trust and supports fairness in the digital age.
Pods on Steroids - A Case Study of Migrating Flipkart.com to Kubernetes on Bare Metal
Explore Flipkart's migration to Kubernetes on bare metal, detailing the process, challenges, and significant performance improvements in application latency and resource utilization.
Dealing with Hot Plugging Composability Issues Created by CXL Attached Memories
Explore solutions for hot plugging challenges in CXL-attached memories, addressing composability issues and enhancing system flexibility in modern computing architectures.
New Zone and MMAP Flag for CXL - Followup Discussion
Explore CXL memory management with experts discussing new zones and mmap flags, focusing on advancements in Linux kernel development for improved hardware integration.
CXL vs IOMEM Resource
Explore the technical comparison between CXL and iomem_resource in this concise Linux Foundation talk by Ben Widawsky, offering insights for developers and system architects.
Wicked Problem: AI and the Future of Everything - Challenges and Opportunities
Explore the complex challenges and potential of AI's rapid growth, including regulation, societal risks, and its impact on various sectors, with insights from leading experts.
Monitoring eBay's Complex Network Infrastructure
Explore eBay's advanced network monitoring system, including end-to-end probing, architecture, and triage dashboard, to understand complex infrastructure management techniques.
Can AI Be Creative? - Exploring AI-Generated Entertainment
Explore the BBC's experiment with AI-curated entertainment and its implications for creative decision-making in media programming and content curation.
Blockchain and the Future of Fandom - Fan Power in Emerging Tech
Explore fan power's impact on emerging tech with soccer legend Alessandro Del Piero and Socios.com CEO Alexandre Dreyfus, discussing blockchain's role in reshaping fan engagement.
Tackling Online Bullying - Challenges and Solutions
Football legend Thierry Henry and PUMA's Adam Petrick discuss strategies to combat online bullying, addressing this critical societal issue and its impact on individuals and communities.
AI News Roundup - Major Developments in Artificial Intelligence
Comprehensive overview of recent AI advancements, including OpenAI's GPTs, xAI's Grok, Humane's AI Pin, and developments from Google, Amazon, and Samsung. Explores AI applications in search, content creation, and entertainment.
Four Attacks and a Proof for Telegram - WAC5 2022 Session 4 Part 1
Explore four attacks on Telegram and a proof, delving into vulnerabilities and security considerations for this popular messaging platform.