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A Classification of Memory-Centric Computing

Article Ecrit par: Taouil, Mottaqiallah ; Lebdeh, Muath Abu ; Yu, Jintao ; Hamdioui, Said ; Catthoor, Francky ; Du Nguyen, Hoang Anh ;

Résumé: Technological And Architectural Improvements Have Been Constantly Required To Sustain The Demand Of Faster And Cheaper Computers. However, CMOS Down-Scaling Is Suffering From Three Technology Walls: Leakagewall, Reliabilitywall, And Costwall. On Top Of That, A Performance Increase Due To Architectural Improvements Is Also Gradually Saturating Due To Three Well-Known Architecture Walls: Memory Wall, Power Wall, And Instructionlevel Parallelism (ILP) Wall. Hence, A Lot Of Research Is Focusing On Proposing And Developing Newtechnologies And Architectures. In This Article, We Present A Comprehensive Classification Of Memory-Centric Computing Architectures; It Is Based On Three Metrics: Computation Location, Level Of Parallelism, And Used Memory Technology. The Classification Not Only Provides An Overview Of Existing Architectures With Their Pros And Cons But Also Unifies The Terminology That Uniquely Identifies These Architectures And Highlights The Potential Future Architectures That Can Be Further Explored. Hence, It Sets Up A Direction For Future Research In The Field.


Langue: Anglais
Thème Informatique

Mots clés:
Computation-in-memory
Resistive computing
Memory-centric computer architectures

A Classification of Memory-Centric Computing

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