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Past and future of hardware and architecture
2015
SOSP History Day 2015 on - SOSP '15
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▪ 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
2013
International Journal of Automation and Smart Technology
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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
2006
22nd International Conference on Data Engineering (ICDE'06)
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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
2020
Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences
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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
2013
Proceedings of the eighteenth international conference on Architectural support for programming languages and operating systems - ASPLOS '13
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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
2015
SIGMOD record
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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]
2008
arXiv
pre-print
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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
2013
SIGPLAN notices
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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]
2016
arXiv
pre-print
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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
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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]
2016
arXiv
pre-print
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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
2014
Proceedings of the 19th ACM SIGPLAN symposium on Principles and practice of parallel programming - PPoPP '14
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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]
2021
arXiv
pre-print
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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
2021
IEEE Micro
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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
2004
Computer
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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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