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Lecture
Performance: Hardware and Software Optimization
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Related lectures (32)
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Optimization and Templates
Explores optimization in C++ code, algorithmic ideas, code profiling, and template meta-programming.
Optimization with Constraints: KKT Conditions
Covers the KKT conditions for optimization with constraints, essential for solving constrained optimization problems efficiently.
Fixing Serverless Computing with Open-Source Hardware
Explores challenges and solutions in serverless computing, focusing on energy usage, cloud utilization, FaaS architecture, and performance analysis.
Efficient Software for Embedded Systems
Emphasizes the need for efficient software in embedded systems, discussing optimizations to reduce worst case execution times.
Principles of Locality
Explores the impact of locality on system design, discussing strategies to optimize efficiency and performance through data layout, lock design, and data movement minimization.
Introduction to Multiprocessor Architecture
Covers multiprocessor architecture, sustainable computing, AI model training impact, and parallel programming fundamentals.
Data-Parallel Programming: Vector & SIMD Processors
Explores data-parallel programming with vector processors and SIMD, and introduces MapReduce, Pregel, and TensorFlow.
Semi-Definite Programming
Covers semi-definite programming and optimization over positive semidefinite cones.
Energy Systems Optimization
Explores energy systems modeling, optimization, and cost analysis for efficient operations.
Micro-architectural Analysis of Database Workloads
Explores the micro-architectural analysis of modern DBMS, focusing on performance optimization and data cache stall mitigation.
