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

التفاصيل البيبلوغرافية
العنوان: Moving Processing to Data: On the Influence of Processing in Memory on Data Management
المؤلفون: Vincon, Tobias, Koch, Andreas, Petrov, Ilia
سنة النشر: 2019
المجموعة: Computer Science
مصطلحات موضوعية: Computer Science - Databases
الوصف: 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 compute-intensive 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. Processing-in-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.
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/1905.04767
رقم الانضمام: edsarx.1905.04767
قاعدة البيانات: arXiv