In-Memory Processing Architectures and Applications
Ali Hurson;Hamid Sarbazi-Azad
Synopsis "In-Memory Processing Architectures and Applications"
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 levelsExamines reliability, energy efficiency, and security as first‑class design concerns in PIM/CIM systemsPresents modelling and simulation frameworks to support design‑space exploration and evaluationDiscusses architectural trade‑offs, scalability challenges, and interconnect innovations, including 3D‑stacked memoriesBalances visionary perspectives with critical analysis of practical limitations and deployment challenges Read more
