Energy-Efficient ML Vision App Development with Ethos-U65 - NXP and Arcturus
Leverage Ethos-U65 microNPU and Cortex-A55 CPUs on NXP's i.MX 93 for energy-efficient ML vision apps. Explore NXP's eIQ ML environment and Arcturus solutions for smart occupancy sensing and edge vision applications.
Explore the Sustainable Future of AI
Discover strategies for sustainable AI development, focusing on energy-efficient hardware, optimized algorithms, and renewable energy in data centers.
Uniting Sustainability and Edge Computing: Kepler and Open Horizon on RISC-V and Heterogeneous Systems
Explore integrating Kepler and Open Horizon for energy-efficient cloud-edge computing across diverse hardware, including RISC-V. Demonstration of use case optimizing distributed systems for sustainability.
Cloud-Enabling the Electric Grid with Consequence-Driven Approaches
Explore DOE's project integrating cloud tech into the electric grid, enhancing resilience and supporting decarbonization through consequence-driven approaches.
Cloud Native Sustainable LLM Inference in Action
Explore sustainable LLM inference using cloud-native tech. Learn about energy monitoring, AI accelerator optimization, and balancing efficiency with environmental impact. Includes live demo of vLLM in a Kubernetes cluster.
Scaling AI Sustainably: An Uncharted Territory
Explore AI's environmental impact, efficiency optimization, and sustainable scaling strategies. Gain insights into the computing lifecycle and future research directions for responsible AI development.
Solving Industry's Dirty Problem: Decarbonizing the Industrial Sector
Explore scalable solutions in technology, finance, and policy to decarbonize the industrial sector, which accounts for 30% of U.S. emissions, focusing on steel, cement, chemicals, and energy.
EfficientML.ai Lecture - Introduction to Efficient Machine Learning
Explore cutting-edge techniques for optimizing machine learning models, focusing on efficiency and performance in AI applications.
Designing Energy Efficient Storage Architectures for Environmental Sustainability
Discover how to design environmentally conscious storage architectures, optimize cloud storage efficiency, and measure code's carbon footprint through practical tools and implementation strategies.
AI Solutions for a Greener Future: Advancements in Earth, Energy, and Environment
Explore AI advancements in earth, energy, and environmental solutions for a sustainable future through expert insights and innovative approaches.
Geometric and Information-Theoretic Aspects of Quantum Thermodynamics
Explore geometric and information-theoretic aspects of quantum thermodynamics, focusing on state transformations, constraints, and practical applications of quantum catalysis in non-classical light generation.
The Euler Equations as a Differential Inclusion - Lecture 2
Explore advanced mathematical techniques for analyzing Euler equations in fluid dynamics, focusing on differential inclusions and the Onsager conjecture.
Healthbars, SDFs and Lighting in Shaders for Game Development - Part 2
Learn advanced shader techniques for game development, including healthbars, SDFs, lighting models, and PBR, with practical assignments and in-depth explanations of key concepts.
Key Lessons From Improving the Energy Efficiency of Hospitals Using Reinforcement Learning
Discover how reinforcement learning optimizes hospital energy efficiency through real-world insights from 39 Indian healthcare facilities, exploring practical implementation strategies and outcomes.
EfficientML.AI Lecture - Machine Learning Efficiency and Optimization
Master efficient machine learning techniques and optimization strategies for deploying ML models in resource-constrained environments, focusing on practical implementation methods.
EfficientML.AI - Introduction to Efficient Machine Learning
Master efficient machine learning techniques and optimization strategies for deploying ML models in resource-constrained environments, focusing on practical implementation methods and performance enhancement.
Architecting Tomorrow: The Heterogeneous Compute Resources for New Types of Workloads
Dive into modern hardware architecture optimization for Kubernetes workloads, exploring CPU internals, memory types, and resource allocation strategies for enhanced performance and energy efficiency.
Edge DC Energy Efficiency: A Kubernetes Workload Allocation Optimizer with Generic Server Power Model
Discover how to achieve 50%+ power savings in edge data centers using K8s-compatible Workload Allocation Optimizer (WAO), featuring real-world implementation across 200+ servers and sustainable computing practices.
EfficientML.AI - Introduction to Efficient Machine Learning
Master efficient machine learning techniques and optimization strategies for deploying ML models in resource-constrained environments, focusing on practical implementation and performance tuning.
EfficientML.AI - Introduction to Efficient Machine Learning
Master efficient machine learning techniques and optimization strategies for deploying ML models in resource-constrained environments, focusing on practical implementation methods and performance enhancement.
Powering Sustainability with Open Source: The Energy Management Tech Stack
Discover how open-source tools can revolutionize energy management through real-time monitoring, data analysis, and building automation - enabling cost-effective sustainability solutions and improved energy efficiency.