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Past and future of hardware and architecture

David Patterson
2015 SOSP History Day 2015 on - SOSP '15  
usually connected on memory bus ▪ Outline Part I -Past 50 years of Computer Architecture History: • 1960s: Computer Families / Microprogramming • 1970s: CISC • 1980s: RISC • 1990s: VLIW •  ...  Clusters Part II -Future HW Technology • End of Moore's Law • Flash vs.  ... 
doi:10.1145/2830903.2830910 dblp:conf/sosp/Patterson15 fatcat:qryf43q6cbdkzj3u5lonkuggnu

Trends of System Management Software Development in the Context of Data Center Management Automation

Yi-Ling Wei
2013 International Journal of Automation and Smart Technology  
In the past, data centers were designed as independent hardware system and management software.  ...  With the shift from cloud-computing architecture to integrated system management and with continuing requests for lower costs, data centers are developing in the direction of automated management, which  ...  Cloud data center architecture, different from the construction logic of data centers in the past in which hardware systems were respectively separated, adopts unified management instead.  ... 
doi:10.5875/ausmt.v3i2.206 fatcat:qu2j46yqb5aqna2nlp2642nova

Query Co-Processing on Commodity Hardware

A. Ailamaki, N.K. Govindaraju, D. Manocha
2006 22nd International Conference on Data Engineering (ICDE'06)  
This seminar will survey the micro-architectural and architectural differences across these processors with data management in mind, and will present previous work and future opportunities for expanding  ...  We will present case studies to evaluate the performance of database and data mining applications, and will discuss the open problems and future research directions towards data management on top of heterogeneous  ...  This seminar will survey the micro-architectural and architectural differences across these processors with data management in mind, and will present previous work and future opportunities for expanding  ... 
doi:10.1109/icde.2006.122 dblp:conf/icde/AilamakiGM06 fatcat:x3rdgytg3fcwlgld6ctgc32vxu

The future of computing beyond Moore's Law

John Shalf
2020 Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences  
It also discusses the tapering of historical improvements, and how it affects options available to continue scaling of successors to the first exascale machine.  ...  This article provides an updated view of what a post-exascale system will look like and the challenges ahead, based on our most recent understanding of technology roadmaps.  ...  University for productive discussions about the vision for the future of computing.  ... 
doi:10.1098/rsta.2019.0061 pmid:31955683 fatcat:owfzyphqizdyrhkjc2exnynvzq

Research directions for 21st century computer systems

Mark D. Hill
2013 Proceedings of the eighteenth international conference on Architectural support for programming languages and operating systems - ASPLOS '13  
Four recent efforts call out architectural challenges and opportunities up and down the software/hardware stack.  ...  NAS Report "The Future of Computing Performance: Game Over or Next Level?"  ...  It found that: (a) Semiconductor technology and computer architecture (writ broadly) were key-intentionally invisible-enablers for past information and communication technology (ICT) innovations.  ... 
doi:10.1145/2451116.2451165 dblp:conf/asplos/Hill13 fatcat:o65ytis4ojdxrekgkoourzqjem

Implications of Emerging 3D GPU Architecture on the Scan Primitive

Jason Power, Yinan Li, Mark D. Hill, Jignesh M. Patel, David A. Wood
2015 SIGMOD record  
We project the performance of both CPUs and GPUs in emerging 3D systems and show that the high-throughput data-parallel architecture of GPUs is more efficient in these future systems.  ...  Past efforts to use GPUs for analytic query processing have not had widespread practical impact, but it is time to re-examine and re-optimize database algorithms for massively data-parallel architectures  ...  Thus, the use of GPUlike high-throughput hardware can not be ignored by database designer in the near future-this is the central message of this paper.  ... 
doi:10.1145/2783888.2783896 fatcat:zdzvtucw7vhexenorptwvxiwjm

The Multi-Core Era - Trends and Challenges [article]

Peter Tröger
2008 arXiv   pre-print
We argue that future research must be driven from two sides - a better expression of hardware structures, and a domain-specific understanding of software parallelism.  ...  Due to physical limitations, this 'free lunch' of speedup has come to an end. The following article gives a summary and bibliography for recent trends and challenges in CMP architectures.  ...  The future research for multi-core enabled applications must be driven from two sides -a better expression of hardware, and a better design of software.  ... 
arXiv:0810.5439v1 fatcat:p67elbfj2vf6xhonekhmkelpva

Research directions for 21st century computer systems

Mark D. Hill
2013 SIGPLAN notices  
Four recent efforts call out architectural challenges and opportunities up and down the software/hardware stack.  ...  NAS Report "The Future of Computing Performance: Game Over or Next Level?"  ...  It found that: (a) Semiconductor technology and computer architecture (writ broadly) were key-intentionally invisible-enablers for past information and communication technology (ICT) innovations.  ... 
doi:10.1145/2499368.2451165 fatcat:utj2ncrdyjcfxpqgnrz2fuw7oe

21st Century Computer Architecture [article]

Mark D. Hill, Sarita Adve, Luis Ceze, Mary Jane Irwin, David Kaeli, Margaret Martonosi, Josep Torrellas, Thomas F. Wenisch, David Wood, and Katherine Yelick
2016 arXiv   pre-print
Underlying these opportunities is a common theme that future architecture innovations will require the engagement of and investments from innovators in other ICT layers.  ...  As semiconductor technology approaches its "end-of-the-road" (see below), computer architecture will need to play an increasing role in enabling future ICT innovation.  ...  but see below Table 2 : 2 Computer Architecture's Past and Future 20 th Century Architecture 21 st Century Architecture Single-chip performance Architecture as infrastructure: from sensors to  ... 
arXiv:1609.06756v1 fatcat:jclpwa7cabalpntz4y336sda6y

Page 39 of Journal of Systems Management Vol. 35, Issue 3 [page]

1984 Journal of Systems Management  
If you look at the cost of computer hardware, and plot it against the cost of computer software development (programmers), you will find that a very dramatic shift occurred during the past decade.  ...  Looking at that graph, we see that the cost of computer hardware has plummetted dramatically during the past decade.  ... 

Arch2030: A Vision of Computer Architecture Research over the Next 15 Years [article]

Luis Ceze, Mark D. Hill, Thomas F. Wenisch
2016 arXiv   pre-print
More recently, the IEEE Rebooting Computing Initiative explored the future of computing systems in the architecture, device, and circuit domains.  ...  Application trends, device technologies and the architecture of systems drive progress in information technologies.  ...  More recently, the IEEE Rebooting Computing Initiative explored the future of computing systems in the architecture, device, and circuit domains.  ... 
arXiv:1612.03182v1 fatcat:d36sywwubnh6dnirw2icyyciom

21st century computer architecture

Mark D. Hill
2014 Proceedings of the 19th ACM SIGPLAN symposium on Principles and practice of parallel programming - PPoPP '14  
but see below Table 2 : 2 Computer Architecture's Past and Future 20 th Century Architecture 21 st Century Architecture Single-chip performance Architecture as infrastructure: from sensors to  ...  Future system architectures must be designed to facilitate hardware and software verification; for example, using co-processors to check end-toend software invariants.  ... 
doi:10.1145/2555243.2558890 dblp:conf/ppopp/Hill14 fatcat:r7zwlhavivhwfdee5tp2ocowhu

Advancing Computing's Foundation of US Industry Society [article]

Thomas M. Conte, Ian T. Foster, William Gropp, Mark D. Hill
2021 arXiv   pre-print
For example, recent successes in AI/ML required the synergy of improved algorithms and hardware architectures (e.g., general-purpose graphics processing units).  ...  While past information technology (IT) advances have transformed society, future advances hold even greater promise.  ...  This white paper is part of a series of papers compiled every four years by the CCC  ... 
arXiv:2101.01284v1 fatcat:xn2i57icyvfv5cna7hl4qap2pu

Navigating the Seismic Shift of Post-Moore Computer Systems Design

Anindya Banerjee, Sankar Basu, Erik Brunvand, Pinaki Mazumder, Walter R. Cleaveland II, Gurdip Singh, Margaret Martonosi, Fernanda Pembleton
2021 IEEE Micro  
the radical computer systems innovation of the past few decades well beyond it.  ...  While DASS is initially focused on software systems, one can envision future scenarios calling for full-stack accountability including the hardware-software interface and underlying hardware as well.  ... 
doi:10.1109/mm.2021.3114899 fatcat:5ukjfbfawnhb5iangpskky5n4e

Billion-transistor architectures: there and back again

D. Burger, J.R Goodman
2004 Computer  
However, none of the architectural models discussed has become dominant, and it is still unclear that any of them will be the right model for BTAs across a broad swath of future markets.  ...  These constraints fell into three categories-technology, workloads, and hardware/software interfaces.  ...  Projections for future BTAs The 1997 issue included visions of what future BTAs would be from seven top research groups, selected to cover the spectrum of leading candidate architectures.  ... 
doi:10.1109/mc.2004.1273999 fatcat:g3pgpbucqfbnbjdjdvxrygjtui
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