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In-Memory Processing Architectures and Applications: Advances in Computers, cartea 144

Ali Hurson, Hamid Sarbazi-Azad
en Limba Engleză Hardback – 10 ian 2027
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
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Specificații

ISBN-13: 9780443417450
ISBN-10: 0443417458
Pagini: 258
Dimensiuni: 152 x 229 mm
Editura: ELSEVIER SCIENCE
Seria Advances in Computers


Cuprins

1. Preface
2. Fast and Reliable Bitwise Computation Inside DRAM
3. Reliable and Energy Efficient In‑SRAM Computing
4. Security Landscape of Processing‑in‑Memory Architectures
5. Modeling and Simulation Frameworks for Processing‑in‑Memory Architectures
6. Reliable and Secure Compute‑in‑Memory Circuit and Architecture Based on Emerging Ferroelectric Devices
7. Toward Efficient and Secure Processing‑in‑Memory
8. Processing in Memory: Promises and Pitfalls
9. Revisiting Memory Interconnects: A Network‑on‑Memory Approach for Scalable Processing in 3D‑Stacked Memories
10. Processing‑in‑Memory Architectures Based on Novel DRAM Structures