{"product_id":"parallel-and-high-performance-computing-in-artificial-intelligence-9781032540870","title":"Parallel and High-Performance Computing in Artificial Intelligence","description":"\u003cp\u003e • Author(s): Mukesh Raghuwanshi | Pradnya Borkar | Rutvij H. Jhaveri\u003cbr\u003e • Publisher: Auerbach Publications\u003cbr\u003e • Publisher Imprint: Auerbach Publications\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003e\u003ci\u003eParallel and High-Performance Computing in Artificial Intelligence\u003c\/i\u003e\u003c\/b\u003e explores high-performance architectures for data-intensive applications as well as efficient analytical strategies to speed up data processing and applications in automation, machine learning, deep learning, healthcare, bioinformatics, natural language processing (NLP), and vision intelligence.\u003c\/p\u003e\u003cp\u003eThe book's two major themes are high-performance computing (HPC) architecture and techniques and their application in artificial intelligence. Highlights include: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eHPC use cases, application programming interfaces (APIs), and applications\u003c\/li\u003e \u003cli\u003eParallelization techniques\u003c\/li\u003e \u003cli\u003eHPC for machine learning\u003c\/li\u003e \u003cli\u003eImplementation of parallel computing with AI in big data analytics\u003c\/li\u003e \u003cli\u003eHPC with AI in healthcare systems\u003c\/li\u003e \u003cli\u003eAI in industrial automation\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eCoverage of HPC architecture and techniques includes multicore architectures, parallel-computing techniques, and APIs, as well as dependence analysis for parallel computing. The book also covers hardware acceleration techniques, including those for GPU acceleration to power big data systems.\u003c\/p\u003e\u003cp\u003eAs AI is increasingly being integrated into HPC applications, the book explores emerging and practical applications in such domains as healthcare, agriculture, bioinformatics, and industrial automation. It illustrates technologies and methodologies to boost the velocity and scale of AI analysis for fast discovery. Data scientists and researchers can benefit from the book's discussion on AI-based HPC applications that can process higher volumes of data, provide more realistic simulations, and guide more accurate predictions. The book also focuses on deep learning and edge computing methodologies with HPC and presents recent research on methodologies and applications of HPC in AI.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Hardcover","offer_id":46439443136663,"sku":"9781032540870","price":14845.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781032540870.webp?v=1769111424","url":"https:\/\/atlanticbooks.com\/products\/parallel-and-high-performance-computing-in-artificial-intelligence-9781032540870","provider":"Atlantic Books","version":"1.0","type":"link"}