Zettascale Computing
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Zettascale computing refers to computing systems capable of calculating at least "1021 IEEE 754 Double Precision (64-bit) operations (multiplications and/or additions) per second (
zetta A metric prefix is a unit prefix that precedes a basic unit of measure to indicate a multiple or submultiple of the unit. All metric prefixes used today are decadic. Each prefix has a unique symbol that is prepended to any unit symbol. The pr ...
FLOPS)". It is a measure of supercomputer performance, and is a hypothetical performance barrier. A zettascale computer system could generate more single floating point data in one second than was stored by the total digital means on Earth in the first quarter of 2011.


Definitions

Floating point operations per second In computing, floating point operations per second (FLOPS, flops or flop/s) is a measure of computer performance, useful in fields of scientific computations that require floating-point calculations. For such cases, it is a more accurate meas ...
(FLOPS) are one measure of
computer performance In computing, computer performance is the amount of useful work accomplished by a computer system. Outside of specific contexts, computer performance is estimated in terms of accuracy, efficiency and speed of executing computer program instructio ...
. FLOPS can be recorded in different measures of precision, however the standard measure (used by the
TOP500 The TOP500 project ranks and details the 500 most powerful non- distributed computer systems in the world. The project was started in 1993 and publishes an updated list of the supercomputers twice a year. The first of these updates always coinci ...
supercomputer list) uses 64 bit ( double-precision floating-point format) operations per second using the High Performance LINPACK (HPLinpack)
benchmark Benchmark may refer to: Business and economics * Benchmarking, evaluating performance within organizations * Benchmark price * Benchmark (crude oil), oil-specific practices Science and technology * Benchmark (surveying), a point of known elevati ...
.


Forecasts

In 2018, Chinese scientists predicted that the first zettascale system will be assembled in 2035. This forecast looks plausible from the historical point of view as it took some 12 years to progress from the terascale machines (1012) to petascale systems (1015) and then 14 more years to move to exascale computers (1018). Scientists forecast that the zettascale systems are likely to be data-centric; this proposition means that the system components will move to the data, not vice versa, as the data volumes in the future are anticipated to be so large that moving data will be too expensive. It is also forecasted that the zettascale systems are expected to be decentralized—because such a model can be the shortest route to achieving zettascale performance, with millions of less powerful components linked and working together to form a collective hypercomputer that is more powerful than any single machine. Such decentralized systems may be designed to mimick complex biologic systems, and the next cybernetic paradigm may be based on liquid cybernetic systems with embodied intelligence solutions.


Potential configuration

China’s
National University of Defense Technology The National University of Defense Technology (NUDT; ) is a national public research university in Changsha, Hunan, China. Founded in 1953 as the People's Liberation Army Military Academy of Engineering, the institution is directly affiliated ...
propose the following metrics: *Power consumption: 100 MW *Power efficiency: 10 teraflops/watt *Peak performance per node: 10 petaflops *Communication bandwidth between nodes: 1.6 terabits/second *I/O bandwidth: 10 to 100 petabytes/second *Storage capacity: 1.0 zettabyte *Floor space: 1000 square meters


Problems

As Moore's law nears its natural limits, supercomputing will face serious physical problems to move from
exascale Exascale computing refers to computing systems capable of calculating at least "1018 IEEE 754 Double Precision (64-bit) operations (multiplications and/or additions) per second ( exa FLOPS)"; it is a measure of supercomputer performance. Exasca ...
to zettascale systems, making the decade after 2020 a vital period to develop key high-performance computing techniques. Many forecasters, including
Gordon Moore Gordon Earle Moore (born January 3, 1929) is an American businessman, engineer, and the co-founder and chairman emeritus of Intel Corporation. He is also the original proponent of Moore's law. As of March 2021, Moore's net worth is repor ...
himself, expect the Moore's law to end by around 2025. Another challenge for reaching zettascale performance can be enormous energy consumption.


Applications

*Zettascale computers will be able to accurately forecast the global weather for the period of approximately 2 weeks. Climate change models will become more accurate than ever before, further reducing uncertainty about temperature increases and future impacts. *Zettascale calculations will also be able to significantly reduce the time required for astrophysical simulations of such rare phenomena as black holes, neutron star mergers, and supernovae. For example, the calculating of a 3D model of shock wave instability from a collapsing supernova core, which takes 1 million hours on petaflops computers and 1000 hours on exaflops machines, can be done in just one hour on zettaflops systems. *Zettascale or yottascale systems might be able to accurately model the whole human brain.


See also

*
Computer performance by orders of magnitude This list compares various amounts of computing power in instructions per second organized by order of magnitude in FLOPS. Scientific E notation index: 2 , 3 , 6 , 9 , 12 , 15 , 18 , 21 , 24 , >24 __TOC__ Deciscale compu ...
* Exascale computing *
Petascale computing Petascale computing refers to computing systems capable of calculating at least 1015 floating point operations per second (1 petaFLOPS). Petascale computing allowed faster processing of traditional supercomputer applications. The first system to ...
*
List of hypothetical technologies Hypothetical technologies are technologies that do not exist yet, but that could exist in the future. They are distinct from emerging technologies, which have achieved some developmental success. Emerging technologies as of 2018 include 3-D metal ...


References

{{Reflist, refs= {{cite web , title=What is zettaflops? - Definition from WhatIs.com , url=https://whatis.techtarget.com/definition/zettaflops , publisher=WhatIs.com , access-date=24 August 2021 , language=en {{cite web , last1=Feldman , first1=Michael , title=Supercomputing Is Heading Toward an Existential Crisis , url=https://www.top500.org/news/supercomputing-is-heading-toward-an-existential-crisis/ , publisher= top500.org , access-date=24 August 2021 , date=11 December 2018 {{cite web , title=FREQUENTLY ASKED QUESTIONS , url=https://www.top500.org/resources/frequently-asked-questions/ , website=www.top500.org , access-date=23 June 2020 {{cite book , editor1-last=Kogge , editor1-first=Peter , title=ExaScale Computing Study: Technology Challenges in Achieving Exascale Systems , date=1 May 2008 , publisher=United States Government , url=https://sites.astro.caltech.edu/~george/aybi199/ExascaleReport.pdf , access-date=28 September 2008


External links


Perspectives on High-Performance Computing in a Big Data WorldTowards Zettascale Computing on Exascale Platforms
Supercomputing