Big O Notations - Understanding Algorithm Efficiency
Explore Big O Notations to understand algorithm efficiency as data scales. Learn about O(1), O(N), O(N^2), O(log N), and O(N log N) with practical examples and simplified explanations.
Getting Machine Learning Models into Use
Practical guide to deploying bioinformatics machine learning models, focusing on scalability, user-friendliness, data security, and maintainability for real-world impact.
Database Scaling Patterns - How to Perform Step by Step Scaling
Learn step-by-step database scaling patterns, including query optimization, vertical and horizontal scaling, CQRS, replication, and data partitioning for improved performance and reliability.
KDD2020 - Transfer Learning Joshi
Explore transfer learning via pre-training, focusing on BERT, span-based efficient pre-training, and ROBERTA. Discover advancements in contextualized representations and future directions in few-shot learning and non-parametric memories.
SIGCOMM 2020 - An Open Platform to Teach How the Internet Practically Works
Explore an innovative platform for teaching Internet functionality through hands-on experience, covering topology, connectivity, and practical networking concepts.
Software Engineering at Google
Explore Google's software engineering principles: time, scale, and tradeoffs. Learn sustainable practices for maintaining large codebases and managing change in long-term projects.
Zexe- Enabling Decentralized Private Computation
Explore decentralized private computation with ZEXE, addressing scalability and privacy in blockchain systems for digital asset trading and custom access control.
Quantum Computing and Simulation with Trapped Ions
Explore trapped ion quantum computing, from individual qubits to scalable systems, with insights on algorithms, dynamics, and future challenges in building modular quantum computers.
Distributed Systems in Production: Tactics and Strategy - Lecture 32
Explore tactics and strategies for implementing distributed systems in production environments, covering key challenges, best practices, and future trends in scalable system architecture.
Marathon: An Init.d for Your Whole Data Center
Marathon: A framework for fault-tolerant, elastic scale-out architecture. Simplifies deployment, scaling, and management of long-lived applications in data centers. Supports Docker containers and provides REST API for app lifecycle control.
Fail Fast - Tumblr's Evolving Architecture
Explore Tumblr's architectural evolution, scaling challenges, and innovative solutions. Gain insights into high-traffic system design, data management, and development practices.
How Your Organization Is Killing Your Software - Improving Team and Product Architecture
Explore organizational impact on software development, team dynamics, and strategies to enhance productivity and product quality. Learn to navigate technical debt, rewriting challenges, and team structuring.
6G-Blockchain - Open Issues and Directions
Explore the intersection of 6G and blockchain technologies, discussing key challenges, potential solutions, and future directions for secure, scalable, and privacy-preserving wireless networks.
Powering Smart Homes at Scale - Challenges and Architecture for IoT Cloud Systems
Explore the challenges and architectural considerations for building a secure, responsive, and scalable IoT cloud connecting millions of smart homes, focusing on performance, security, and system stability.
Containers at Facebook - Advanced Linux, Btrfs, and Systemd Implementation
Explore Facebook's container infrastructure using Linux, Btrfs, and systemd. Learn about advanced file systems, process management, and new kernel features for high-traffic networks.
Storm: Realtime Distributed Computing with Nathan Marz - ETE 2012
Explore Storm for real-time data processing, covering concepts, development, deployment, fault-tolerance, and practical applications in distributed computing environments.
Massively Scaling to Millions of Players: A League of Legends Story - ETE 2012
Explore scaling challenges and solutions for League of Legends' PvP.net Platform, covering architecture, design, monitoring, deployment, analytics, testing, and automation.
Apache Pulsar - Next Generation Messaging and Queuing System
Overview of Apache Pulsar's architecture, features, and benefits as a scalable messaging system with unified storage, processing, and serverless capabilities for building end-to-end streaming applications.
Zeus - Uber's Highly Scalable Distributed Shuffle as a Service
Explore Uber's Zeus: a highly scalable, distributed shuffle service powering data processing. Learn its architecture, integration with Spark, and performance advantages over traditional external shuffle methods.
Running at Scale on Parse - Tips for High-Traffic Apps
Learn strategies for scaling high-traffic apps on Parse, including optimizing API requests, database principles, and data modeling techniques to enhance performance and reliability.
Turning Caches into Distributed Systems with Mcrouter
Explore Facebook's mcrouter software for transforming standalone caches into robust distributed systems, addressing challenges like transient failures and multiple clusters.