HPC Unit 4 SPPU | Amdahl’s Law, Gustafson’s Law, Performance Metrics Explained | Anuj Barve

📚 HPC Unit 4 SPPU | Analytical Modeling & Performance Laws by Anuj Barve In this detailed lecture on High Performance Computing (HPC) — Unit 4 for Savitribai Phule Pune University (SPPU), Anuj Barve dives into the core principles of analytical modeling and performance evaluation in parallel computing. PPT : https://docs.google.com/presentation/d/13Td7hhBlzcIL8ithogR3If81Ac30ZBCGG9Uu4ESM4tk/edit?usp=sharing 🔹 Analytical Modeling Basics — How to evaluate performance and scalability of parallel programs 🔹 Sources of Overhead — Understanding what limits parallel performance 🔹 Amdahl’s Law — Performance limits based on the serial portion of a program 🔹 Gustafson’s Law — Scaling parallel performance with problem size 🔹 Performance Metrics — Speedup, efficiency, and scalability 🔹 Cost of a Parallel System — Balancing performance and hardware investment Ideal for SPPU Computer Engineering students, this video provides clear, concise explanations and practical insights for exam preparation. 📌 Topics Covered: ✔️ Analytical Modeling Basics ✔️ Sources of Overhead in Parallel Programs ✔️ Amdahl’s Law ✔️ Gustafson’s Law ✔️ Performance Metrics ✔️ Cost of a Parallel System 👍 Like, Share & Subscribe for complete HPC units and more lectures by Anuj Barve! #HPCSPPU #AnujBarve #Unit4HPC #AmdahlsLaw #GustafsonsLaw #ParallelPerformance #ComputerEngineeringSPPU #PerformanceMetrics #ParallelComputing