Fun with Algorithms
Explore problem-solving techniques through graph algorithms, dynamic programming, and data structures. Learn to build solutions from first principles and apply algorithmic skills to real-world programming challenges.
Defensive Coding Bootcamp
Learn essential security practices to build robust, hack-resistant software. Explore vulnerabilities, evasive coding techniques, and fundamental principles applicable across programming languages.
Hyper Speed! When Big Data Blooms
Explore high-speed data processing techniques using Bloom Filters to handle massive volumes of JSON payloads efficiently, as implemented by Report URI for global client telemetry.
Understanding Probabilistic Data Structures with UFO Sightings
Explore probabilistic data structures using UFO sighting data. Learn about Bloom Filters, MinHash, and Top-K, and discover how these structures can efficiently process large datasets with a balance of speed and accuracy.
Graphing Your Way Through the Cosmos - Common Data Problems Solved with Graphs
Explore graph databases, their advantages over relational models, and practical applications using Gremlin API in Azure Cosmos DB for solving common business data challenges.
Do Developers Dream of Stateless Apps
Explore strategies for high availability in stateful distributed systems, including scaling, multi-region deployments, and cloud tools. Learn to calculate SLA and build reliable architectures.
Incubated ML Exploits: Backdooring Machine Learning Pipelines with Input Handling Bugs
Explore machine learning pipeline vulnerabilities and learn to identify, exploit, and defend against model backdoors through input handling bugs and systematic security approaches.
Building High-Secure Applications with Eclipse Serializer
Discover how to eliminate deserialization attacks and enhance Java application security using Eclipse Serializer, addressing critical vulnerabilities in traditional serialization methods.
Data Mining: Count-Min Sketch and Count Sketch Algorithms - Spring 2023
Dive into advanced data mining techniques, focusing on Count-Min Sketch algorithms, space optimization, and comparative analysis with Misra-Gries method for efficient data processing.
FP² - Fully in-Place Functional Programming
Explore a novel approach to functional programming that enables efficient in-place updates without sacrificing purity. Learn about the FIP calculus and its implementation in the Koka language.
More Fixpoints - Solving Recursive Problems in Haskell
Explore innovative solutions for recursive Haskell programming, overcoming limitations and enabling elegant, productive code using pure data structures with enhanced fixpoint capabilities.
Artificial Languages are Dead. Long Live Artificial Languages - SLE23
Explore the impact of Large Language Models on programming, artificial languages, and CS education in this thought-provoking talk by Crista Lopes.
Extending Automerge: Undo, Redo, and Move Operations - PLF23
Explore advanced techniques for collaborative editing: implement undo/redo functionality and move operations in CRDTs, enhancing real-time document synchronization and user experience.
Distributing Work with Queues and GCP PubSub for Flight Search Optimization - ElixirConf EU 2022
Explore scaling solutions for flight search APIs using GCP PubSub and Broadway. Learn to reduce processing time variance and improve service reliability in Elixir.
What's New in RabbitMQ Streams - RabbitMQ Summit 2022
Explore RabbitMQ Streams' evolution, including stabilization, ecosystem growth, and upcoming features like super streams and single active consumer for enhanced publishing and consuming capabilities.
Introduction to C++ Containers - Know Your Data Structures
Explore C++ Standard Library containers, their organization, trade-offs, and usage. Gain insights into data structure selection, time complexity, and new C++23 features.
Performance Matters: New Tricks for Old Dogs - Lecture 1
Explore performance-oriented C++ techniques, including faster erasure methods, cache-friendly linked lists, and efficient random-access containers. Suitable for both newcomers and experienced developers.
Class Layout in C++ - Memory Structure and Compiler Optimization
Explore class layout in C++, including compiler behavior, memory representation, and performance impact. Learn key concepts with examples suitable for beginners and experienced programmers alike.
Memory Management in Go - The Good, the Bad and the Ugly
Explore Go's memory management: strengths, weaknesses, and pitfalls. Gain insights for efficient programming and optimal performance.
Project Logan: Assembling All Public Sequencing Data
Explore Project Logan's ambitious goal of assembling all public sequencing data. Learn about innovative techniques and challenges in large-scale genomic data processing and analysis.
Introduction to Graph Databases
Explore graph databases, their comparison to relational databases, and ideal use cases. Learn about property graphs and gain resources for further study in this informative introduction.