In-Memory Processing Architectures and Applications

Inbunden, Engelska, 2027

2 509 kr

Kommande

In-Memory Processing Architectures and Applications, published as Volume 144 of the serial Advances in Computers, provides a comprehensive and up-to-date examination of processing-in-memory (PIM) and compute-in-memory (CIM) architectures, addressing their architectural foundations, circuit-level innovations, security and reliability challenges, and emerging application domains. This volume brings together authoritative contributions that span DRAM- and SRAM-based in-memory computing, ferroelectric and other emerging memory technologies, modelling and simulation frameworks, and system-level interconnect innovations, offering a balanced perspective on both the promises and pitfalls of PIM. Collectively, the chapters position in-memory processing as a key enabler for overcoming data-movement bottlenecks in modern computing systems while highlighting the reliability, energy efficiency, scalability, and security considerations that must be addressed for real-world deployment.

Explores DRAM-, SRAM-, and emerging-device-based processing-in-memory architectures at circuit, architecture, and system levels
Examines reliability, energy efficiency, and security as first-class design concerns in PIM/CIM systems
Presents modelling and simulation frameworks to support design-space exploration and evaluation
Discusses architectural trade-offs, scalability challenges, and interconnect innovations, including 3D-stacked memories
Balances visionary perspectives with critical analysis of practical limitations and deployment challenges

Produktinformation

Utgivningsdatum2027-01-10
Mått152 x 229 x undefined mm
FormatInbunden
SpråkEngelska
SerieAdvances in Computers
Antal sidor258
FörlagElsevier Science
ISBN9780443417450

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Matematik inom Naturvetenskap och teknik
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Ali Hurson is an Electrical and Computer Engineering Professor at Missouri University of Science and Technology. His research in the past has been supported by various Government Agencies and Private industries. He has more than 350 publications in the area of databases, Computer Architecture, and Pervasive computing. Hamid Sarbazi-Azad is currently a professor of computer science and engineering at Sharif University of Technology, and a research professor of computer science at the Institute for Research in Fundamental Sciences, both in Tehran, Iran . His research interests include high-performance computer/memory architectures, NoCs and SoCs, learning architectures,, social networks, and storage systems, on which he has published over 400 refereed papers. He received Khwarizmi International Award in 2006, TWAS Young Scientist Award in engineering sciences in 2007, and Sharif University Distinguished Researcher awards in years 2004, 2007, 2008, 2010 and 2013. He is now an associate editor of ACM Computing Surveys, IEEE Computer Architecture Letters, and Elsevier’s Computers and Electrical Engineering.

1. Preface2. Fast and Reliable Bitwise Computation Inside DRAM3. Reliable and Energy Efficient In‑SRAM Computing4. Security Landscape of Processing‑in‑Memory Architectures5. Modeling and Simulation Frameworks for Processing‑in‑Memory Architectures6. Reliable and Secure Compute‑in‑Memory Circuit and Architecture Based on Emerging Ferroelectric Devices7. Toward Efficient and Secure Processing‑in‑Memory8. Processing in Memory: Promises and Pitfalls9. Revisiting Memory Interconnects: A Network‑on‑Memory Approach for Scalable Processing in 3D‑Stacked Memories10. Processing‑in‑Memory Architectures Based on Novel DRAM Structures