Association for Computing Machinery (ACM) Courses

AI- From Algorithms to Ethics - ACM WomENcourage 2020

Explores gender fairness in AI, highlighting biases in data and algorithms. Emphasizes transparency and explainability for trustworthy AI development. Discusses case studies and proposes solutions for gender-neutral machine learning.

• YouTube
• 23 minutes
• On-Demand
• Free Video

SCDetector - Software Functional Clone Detection Based on Semantic Tokens Analysis

Explore SCDetector: an innovative approach to software functional clone detection using semantic tokens analysis, enhancing accuracy and efficiency in identifying similar code functionality.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Patching as Translation: The Data and the Metaphor

Explore neural machine translation for code patching, examining data collection, task design, and architectural approaches to improve automated bug fixing in software development.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Just-In-Time Reactive Synthesis

Explore just-in-time reactive synthesis for efficient system design. Learn about the JITS approach, its advantages over static methods, and practical applications in software engineering.

• YouTube
• 21 minutes
• On-Demand
• Free Video

SIGCOMM 2020 - Caching with Delayed Hits

Explore caching strategies with delayed hits, examining their impact on aggregate delay and performance through experimental results and in-depth analysis.

• YouTube
• 21 minutes
• On-Demand
• Free Video

SIGCOMM 2020 - A Low Latency and Consistent Cellular Control Plane

Explore innovative solutions for low latency and consistent cellular control planes, addressing challenges in mobile networks and improving user experience.

• YouTube
• 21 minutes
• On-Demand
• Free Video

SIGCOMM 2020: 1RMA: Re-envisioning Remote Memory Access for Multi-Tenant Datacenters

Explore innovative remote memory access for multi-tenant datacenters, addressing RDMA challenges through connection-free operations, finite resource pools, and enhanced security features.

• YouTube
• 20 minutes
• On-Demand
• Free Video

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.

• YouTube
• 21 minutes
• On-Demand
• Free Video

SIGCOMM 2020 - TEA - Enabling State Intensive Network Functions on Programmable Switches

Explore state-intensive network functions on programmable switches, covering DRAM availability, offloading, migration, and recompiling techniques for enhanced network performance.

• YouTube
• 21 minutes
• On-Demand
• Free Video

SIGCOMM 2020 - Swift: Delay is Simple and Effective for Congestion Control in the Datacenter

Explore Swift, a simple and effective congestion control method for datacenters. Learn about its design, deployment, and advantages over existing solutions.

• YouTube
• 29 minutes
• On-Demand
• Free Video

SIGCOMM 2020 - Reducto - On-Camera Filtering for Resource-Efficient Real-Time Video Analytics

Explore real-time video analytics optimization with Reducto, a filtering technique for efficient on-camera processing. Learn about system design, performance results, and practical applications.

• YouTube
• 22 minutes
• On-Demand
• Free Video

SIGCOMM 2020 - Server-Driven Video Streaming for Deep Learning Inference

Explore server-driven video streaming for deep learning inference, including real-time camera set heuristics, object detection, and experimental results.

• YouTube
• 22 minutes
• On-Demand
• Free Video

SIGCOMM 2020 - Routing on Multiple Optimality Criteria

Explore new fundamental results in optimal path routing, including isotonicity, partial orders, and multi-criteria optimization for advanced network protocols and algorithms.

• YouTube
• 20 minutes
• On-Demand
• Free Video

SIGCOMM 2020 - Learning the Art and Science in Internet Protocol Designs

Explore Internet protocol design principles, from bulk transfer to IPv6 architecture, with insights on network evolution, security, and future challenges in this comprehensive lecture.

• YouTube
• 54 minutes
• On-Demand
• Free Video

Amin Vadhat - Coming of Age in the Fifth Epoch of Distributed Computing

Explore the evolution of distributed computing, focusing on Google's innovations in software-defined networking and future trends in infrastructure and programming models.

• YouTube
• 50 minutes
• On-Demand
• Free Video