Making the Case for Feature-Rich Memory Systems: The March Toward Specialized Systems

Balasubramonian, Rajeev

doi:10.1109/mssc.2016.2546198

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Cited by 5 publications

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“…This idea gave rise to the concept of memory-centric computing [74] or data-centric computing [7] and found also application in various computer science technologies besides data management systems [16]. [11] provides an excellent overview of modern PIM techniques. With the advent of 3D-Memories, PIM is said to become commercially viable [104] (see Section 2 for more details).…”

Section: Historical Backgroundmentioning

confidence: 99%

Moving Processing to Data: On the Influence of Processing in Memory on Data Management

Vinçon¹,

Koch²,

Petrov³

2019

Preprint

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Near-Data Processing refers to an architectural hardware and software paradigm, based on the co-location of storage and compute units. Ideally, it will allow to execute application-defined data-or computeintensive operations in-situ, i.e. within (or close to) the physical data storage. Thus, Near-Data Processing seeks to minimize expensive data movement, improving performance, scalability, and resource-efficiency. Processingin-Memory is a sub-class of Near-Data processing that targets data processing directly within memory (DRAM) chips. The effective use of Near-Data Processing mandates new architectures, algorithms, interfaces, and development toolchains.

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Section: Historical Backgroundmentioning

confidence: 99%