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start [2019/06/12 11:04] – [Outline] ewentstart [2019/06/17 08:09] (current) – [Course Instructor] ewent
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 ====== Memory Systems and Memory-Centric Computing Systems: Fundamentals and Recent Research ======  ====== Memory Systems and Memory-Centric Computing Systems: Fundamentals and Recent Research ====== 
  
-This course material is from Onur Mutlu's lectures June 12-19, 2019 at [[https://www.tuwien.at/en/|TU Wien]].+This course material is from Onur Mutlu'Fast Course lectures June 12-19, 2019 at [[https://www.tuwien.at/en/|TU Wien]].
  
  
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 In this course, we first provide a comprehensive overview of memory systems, taking an approach that covers both fundamentals and recent research. We first introduce fundamental principles and ideas, covering DRAM and emerging memory technologies as well as many architectural concepts and ideas related to memory organization, memory control, processing-in-memory, and memory latency / energy / bandwidth / reliability / security / QoS. We discuss major challenges facing modern memory systems (and the computing platforms we currently design around the memory system) in the presence of greatly increasing demand for data and its fast analysis. We examine some promising research and design directions to overcome these challenges. On the research-related part of course (sprinkled across topical lectures), we discuss the following key research topics in detail, focusing on both open problems and potential solution directions: In this course, we first provide a comprehensive overview of memory systems, taking an approach that covers both fundamentals and recent research. We first introduce fundamental principles and ideas, covering DRAM and emerging memory technologies as well as many architectural concepts and ideas related to memory organization, memory control, processing-in-memory, and memory latency / energy / bandwidth / reliability / security / QoS. We discuss major challenges facing modern memory systems (and the computing platforms we currently design around the memory system) in the presence of greatly increasing demand for data and its fast analysis. We examine some promising research and design directions to overcome these challenges. On the research-related part of course (sprinkled across topical lectures), we discuss the following key research topics in detail, focusing on both open problems and potential solution directions:
  
-  - Ordered List ItemFundamental issues in memory reliability and security and how to enable fundamentally secure, reliable, safe architectures +  - Fundamental issues in memory reliability and security and how to enable fundamentally secure, reliable, safe architectures 
-  - Ordered List ItemEnabling data-centric and hence fundamentally energy-efficient architectures that are capable of performing computation near data +  - Enabling data-centric and hence fundamentally energy-efficient architectures that are capable of performing computation near data 
-  - Ordered List ItemReducing both latency and energy consumption by tackling the fixed-latency/energy mindset +  - Reducing both latency and energy consumption by tackling the fixed-latency/energy mindset 
-  - Ordered List ItemEnabling emerging memory technologies +  - Enabling emerging memory technologies 
-  - Ordered List ItemEnabling predictable and QoS-aware memory systems +  - Enabling predictable and QoS-aware memory systems 
-  - Ordered List ItemResearch challenges and opportunities in enabling emerging NVM (non-volatile memory) technologies +  - Research challenges and opportunities in enabling emerging NVM (non-volatile memory) technologies 
-  - Ordered List ItemScaling NAND flash memory and SSDs (solid state drives) into the future+  - Scaling NAND flash memory and SSDs (solid state drives) into the future
  
 +Many of these topics are based on the following graduate-level course at ETH Zurich: https://safari.ethz.ch/architecture/fall2017/  
  
-Many of these topics are based on the following graduate-level course at ETH Zurich: https://safari.ethz.ch/architecture/fall2017/doku.php?id=schedule.  +**Prerequisites:** A rigorous computer architecture and digital design course similar to: 
 +https://safari.ethz.ch/digitaltechnik/spring2018/
  
 +==== Course Instructor ====
 +**Prof. Onur Mutlu**
 +  * email: [[omutlu@gmail.com]]
 +  * personal website: [[https://people.inf.ethz.ch/omutlu/]]
 +  * group website: [[http://safari.ethz.ch|SAFARI Research Group]]
  
-**Prerequisites:** rigorous computer architecture and digital design course similar to: +=== Bio=== 
-https://safari.ethz.ch/digitaltechnik/spring2018/doku.php?id=schedule+  
 +Onur Mutlu is a Professor of Computer Science at ETH Zurich. He is also a faculty member at Carnegie Mellon University, where he previously held the Strecker Early Career Professorship. His current broader research interests are in computer architecture, systems, hardware security, and bioinformatics. variety of techniques he, along with his group and collaborators, has invented over the years have influenced industry and have been employed in commercial microprocessors and memory/storage systems. He obtained his PhD and MS in ECE from the University of Texas at Austin and BS degrees in Computer Engineering and Psychology from the University of Michigan, Ann Arbor. He started the Computer Architecture Group at Microsoft Research (2006-2009), and held various product and research positions at Intel Corporation, Advanced Micro Devices, VMware, and Google. He received the inaugural IEEE Computer Society Young Computer Architect Award, the inaugural Intel Early Career Faculty Award, US National Science Foundation CAREER Award, Carnegie Mellon University Ladd Research Award, faculty partnership awards from various companies, and a healthy number of best paper or "Top Pick" paper recognitions at various computer systems, architecture, and hardware security venues. He is an ACM Fellow "for contributions to computer architecture research, especially in memory systems", IEEE Fellow for "contributions to computer architecture research and practice", and an elected member of the Academy of Europe (Academia Europaea). His computer architecture and digital circuit design course lectures and materials are freely available on YouTube, and his research group makes a wide variety of software and hardware artifacts freely available online. For more information, please see his webpage at [[https://people.inf.ethz.ch/omutlu/]], and his research group page: [[http://safari.ethz.ch|SAFARI Research Group]]
  
    
start.1560337486.txt.gz · Last modified: 2019/06/12 11:04 by ewent