Nanosystems, Edge Computing, and the Next Generation Computing Systems.

carbon nanotubes edge computing information technology nanoscience neuromorphic computing photonics plasmonics processors quantum computing the internet-of-things

Journal

Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366

Informations de publication

Date de publication:
19 Sep 2019
Historique:
received: 30 07 2019
revised: 11 09 2019
accepted: 16 09 2019
entrez: 25 9 2019
pubmed: 25 9 2019
medline: 25 9 2019
Statut: epublish

Résumé

It is widely recognized that nanoscience and nanotechnology and their subfields, such as nanophotonics, nanoelectronics, and nanomechanics, have had a tremendous impact on recent advances in sensing, imaging, and communication, with notable developments, including novel transistors and processor architectures. For example, in addition to being supremely fast, optical and photonic components and devices are capable of operating across multiple orders of magnitude length, power, and spectral scales, encompassing the range from macroscopic device sizes and kW energies to atomic domains and single-photon energies. The extreme versatility of the associated electromagnetic phenomena and applications, both classical and quantum, are therefore highly appealing to the rapidly evolving computing and communication realms, where innovations in both hardware and software are necessary to meet the growing speed and memory requirements. Development of all-optical components, photonic chips, interconnects, and processors will bring the speed of light, photon coherence properties, field confinement and enhancement, information-carrying capacity, and the broad spectrum of light into the high-performance computing, the internet of things, and industries related to cloud, fog, and recently edge computing. Conversely, owing to their extraordinary properties, 0D, 1D, and 2D materials are being explored as a physical basis for the next generation of logic components and processors. Carbon nanotubes, for example, have been recently used to create a new processor beyond proof of principle. These developments, in conjunction with neuromorphic and quantum computing, are envisioned to maintain the growth of computing power beyond the projected plateau for silicon technology. We survey the qualitative figures of merit of technologies of current interest for the next generation computing with an emphasis on edge computing.

Identifiants

pubmed: 31546907
pii: s19184048
doi: 10.3390/s19184048
pmc: PMC6767340
pii:
doi:

Types de publication

Journal Article Review

Langues

eng

Sous-ensembles de citation

IM

Références

Science. 2011 Jun 10;332(6035):1294-7
pubmed: 21659599
Science. 2017 Jul 14;357(6347):187-191
pubmed: 28596312
Sensors (Basel). 2017 Aug 26;17(9):
pubmed: 28846610
Sci Rep. 2017 Nov 29;7(1):16594
pubmed: 29185493
Science. 2000 May 19;288(5469):1189-90
pubmed: 10841740
Nature. 2018 May;557(7706):530-533
pubmed: 29795255
Science. 2018 Jun 1;360(6392):966-967
pubmed: 29853674
Science. 2001 Jul 6;293(5527):76-9
pubmed: 11441175
Nature. 2019 Mar;567(7748):356-360
pubmed: 30778196
Nature. 2017 Jul 19;547(7663):298-305
pubmed: 28726818
Nature. 2018 Sep;561(7721):79-82
pubmed: 30185955
Nat Commun. 2017 Dec 15;8(1):1766
pubmed: 29242497
Science. 2003 Nov 21;302(5649):1380-2
pubmed: 14631035
Sensors (Basel). 2018 Dec 06;18(12):
pubmed: 30563267
Science. 2000 Sep 8;289(5485):1730-3
pubmed: 10976062
Science. 2002 Feb 8;295(5557):951
pubmed: 11834795
Sensors (Basel). 2018 Jun 17;18(6):
pubmed: 29914207
Sci Rep. 2017 Jul 28;7(1):6751
pubmed: 28754899
Appl Opt. 2018 Jun 20;57(18):D130-D140
pubmed: 30117932
Nat Mater. 2019 Feb;18(2):113-120
pubmed: 30598540
Nat Nanotechnol. 2009 Oct;4(10):620
pubmed: 19809446
Opt Express. 2019 Mar 4;27(5):7373-7383
pubmed: 30876302
Nature. 2000 Feb 3;403(6769):521-3
pubmed: 10676955
Science. 2019 Jun 28;364(6447):1255-1259
pubmed: 31196882
Sci Rep. 2018 Oct 26;8(1):15847
pubmed: 30367130
Nat Mater. 2017 Jan;16(1):101-108
pubmed: 27669052
Science. 2011 Apr 1;332(6025):60-5
pubmed: 21310967
ACS Appl Mater Interfaces. 2018 Oct 10;10(40):34370-34376
pubmed: 30207159
Nature. 2000 Apr 6;404(6778):579-81
pubmed: 10766235
Nature. 2013 Sep 26;501(7468):495-6
pubmed: 24067707
Science. 1957 Jul 19;126(3264):105-12
pubmed: 17795477
Nat Mater. 2002 Sep;1(1):10-2
pubmed: 12618837
Nature. 2019 Feb;566(7745):475-479
pubmed: 30814713
Nat Nanotechnol. 2017 Sep;12(9):861-865
pubmed: 28674460
Nature. 2017 Sep 7;549(7670):43-47
pubmed: 28825707
Sensors (Basel). 2018 Sep 10;18(9):
pubmed: 30201864
Opt Express. 2018 Apr 2;26(7):7955-7964
pubmed: 29715770
Sensors (Basel). 2018 Nov 26;18(12):
pubmed: 30486253
Sensors (Basel). 2016 Jul 22;16(7):
pubmed: 27455265
Nat Commun. 2013;4:1364
pubmed: 23322052
Nature. 2018 Aug;560(7716):61-64
pubmed: 30068954
Sensors (Basel). 2018 Sep 17;18(9):
pubmed: 30227685
Sensors (Basel). 2018 Sep 07;18(9):
pubmed: 30205515
Comput Struct Biotechnol J. 2013 Jun 26;7:e201304003
pubmed: 24688733
ACS Nano. 2016 Apr 26;10(4):4599-608
pubmed: 27002483
ACS Nano. 2018 Feb 27;12(2):1656-1663
pubmed: 29328623
Science. 2006 Apr 28;312(5773):554-6
pubmed: 16645089
Sensors (Basel). 2018 May 28;18(6):
pubmed: 29843386
Opt Lett. 2018 May 1;43(9):2026-2029
pubmed: 29714737
Nature. 2008 Jun 19;453(7198):1023-30
pubmed: 18563153
Proc Natl Acad Sci U S A. 2016 Oct 11;113(41):11441-11446
pubmed: 27651489
Sci Rep. 2013 Sep 27;3:2778
pubmed: 24071647
Adv Mater. 2018 Sep;30(38):e1802883
pubmed: 30063261
Nature. 2017 Jan 5;541(7635):62-67
pubmed: 27974803
Sensors (Basel). 2018 Apr 08;18(4):
pubmed: 29642483
Nat Nanotechnol. 2012 Oct;7(10):619
pubmed: 23042542
Opt Express. 2011 Jan 31;19(3):2335-46
pubmed: 21369052
Nat Mater. 2003 Oct;2(10):648-9
pubmed: 14520344
Sensors (Basel). 2018 Aug 01;18(8):
pubmed: 30071654
Sensors (Basel). 2016 May 23;16(5):
pubmed: 27223289
Nature. 2008 Jul 24;454(7203):495-500
pubmed: 18650920
Nano Lett. 2019 Feb 13;19(2):839-849
pubmed: 30608706
Nature. 2018 Aug;560(7719):461-465
pubmed: 30135528
Nanomaterials (Basel). 2017 Mar 31;7(4):
pubmed: 28362331
Nanotechnology. 2017 Mar 3;28(9):092001
pubmed: 28120815
Sensors (Basel). 2018 Jan 24;18(2):
pubmed: 29364172
Nat Commun. 2018 Jun 28;9(1):2514
pubmed: 29955057
Sensors (Basel). 2018 May 17;18(5):
pubmed: 29772809
Nature. 2013 Sep 26;501(7468):526-30
pubmed: 24067711
Nature. 2019 Feb;566(7745):486-489
pubmed: 30814709
Science. 2009 Jan 9;323(5911):234-7
pubmed: 19131624
Nat Nanotechnol. 2012 Dec;7(12):787-91
pubmed: 23103933
Nature. 2006 Feb 23;439(7079):953-6
pubmed: 16495994
Nat Commun. 2017 Feb 03;8:14330
pubmed: 28155871
Nat Commun. 2017 May 19;8:15391
pubmed: 28524882
Nat Commun. 2010 Jun 15;1:29
pubmed: 20975692
Nature. 2018 May;557(7703):39-40
pubmed: 29713072
Nat Mater. 2019 Feb;18(2):141-148
pubmed: 30559410
Nature. 2018 Apr;556(7701):349-354
pubmed: 29670262
Nat Commun. 2012 Jun 19;3:906
pubmed: 22713748
Science. 1997 Sep 26;277(5334):1934-6
pubmed: 9333946
Phys Rev Lett. 2019 Feb 1;122(4):040502
pubmed: 30768303
Science. 2017 Jun 30;356(6345):1369-1372
pubmed: 28663497
Nat Mater. 2018 Apr;17(4):335-340
pubmed: 29358642
Proc Natl Acad Sci U S A. 2013 Sep 10;110(37):E3468-76
pubmed: 23878215
Nature. 2018 Apr 5;556(7699):74-79
pubmed: 29590094
Nano Lett. 2012 Nov 14;12(11):5784-90
pubmed: 23116455
Nat Mater. 2018 Aug;17(8):663-670
pubmed: 29915427
Nat Nanotechnol. 2017 Aug;12(8):722-723
pubmed: 28530716
Nature. 2017 Jul 5;547(7661):74-78
pubmed: 28682331
Sensors (Basel). 2019 Feb 03;19(3):
pubmed: 30717464
Sci Rep. 2018 Apr 10;8(1):5761
pubmed: 29636534
Science. 2014 Jan 10;343(6167):160-3
pubmed: 24408430
Nature. 2015 Oct 15;526(7573):410-4
pubmed: 26436453
Opt Express. 2013 May 20;21(10):12145-58
pubmed: 23736435
Science. 2017 Jan 20;355(6322):271-276
pubmed: 28104886
Beilstein J Nanotechnol. 2018 Oct 12;9:2668-2673
pubmed: 30416918
Sensors (Basel). 2018 Oct 15;18(10):
pubmed: 30326649
Sensors (Basel). 2019 Feb 16;19(4):
pubmed: 30781479
Nano Lett. 2018 Aug 8;18(8):4734-4740
pubmed: 29966093
Sensors (Basel). 2019 Feb 08;19(3):
pubmed: 30744031
Nano Lett. 2017 Jul 12;17(7):4291-4296
pubmed: 28590750
ACS Appl Mater Interfaces. 2018 Aug 8;10(31):25833
pubmed: 30089341
Science. 2019 Mar 22;363(6433):1333-1338
pubmed: 30898930
Nature. 2017 Sep 7;549(7670):70-73
pubmed: 28825708
Nature. 2017 Aug 23;548(7668):434-438
pubmed: 28836603
Adv Sci (Weinh). 2019 Feb 04;6(7):1801339
pubmed: 30989020
Nature. 2017 Jul 26;547(7664):428-431
pubmed: 28748930
Sci Adv. 2017 Sep 27;3(9):e1700160
pubmed: 28959725
ACS Nano. 2018 Nov 27;12(11):10924-10931
pubmed: 30285415
Nat Nanotechnol. 2012 Apr 22;7(5):330-4
pubmed: 22522668
Sensors (Basel). 2018 Oct 26;18(11):
pubmed: 30373132
Nature. 2018 Mar 29;555(7698):633-637
pubmed: 29443962
Sensors (Basel). 2018 Dec 21;19(1):
pubmed: 30577685
Science. 2001 Apr 27;292(5517):702-5
pubmed: 11326093
Nat Nanotechnol. 2018 Mar;13(3):183-191
pubmed: 29511331
PLoS One. 2018 Nov 29;13(11):e0207543
pubmed: 30496194
Sci Rep. 2019 Jan 17;9(1):202
pubmed: 30655575
Science. 2016 Nov 25;354(6315):1024-1027
pubmed: 27811284
Sensors (Basel). 2019 Feb 18;19(4):
pubmed: 30781710
Sensors (Basel). 2018 Nov 10;18(11):
pubmed: 30423831
Sensors (Basel). 2018 Jun 08;18(6):
pubmed: 29890644
Nat Mater. 2019 Feb;18(2):108-112
pubmed: 30598539
Nature. 2019 Feb;566(7745):480-485
pubmed: 30814710
Nature. 2012 Nov 22;491(7425):574-7
pubmed: 23135399
Sensors (Basel). 2017 Sep 21;17(10):
pubmed: 28934126
ACS Nano. 2015 Feb 24;9(2):1936-44
pubmed: 25652208
Neural Netw. 2019 Jul;115:100-123
pubmed: 30981085
Nature. 2015 May 7;521(7550):61-4
pubmed: 25951284
Sensors (Basel). 2018 Feb 06;18(2):
pubmed: 29415510
Nanotechnology. 2019 Jan 25;30(4):042001
pubmed: 30499452
Sensors (Basel). 2019 Feb 18;19(4):
pubmed: 30781650
Science. 2016 Nov 25;354(6315):1021-1023
pubmed: 27811285
Nature. 2011 Nov 16;479(7373):345-53
pubmed: 22094695
Science. 2018 Jul 27;361(6400):387-392
pubmed: 29903885
Sci Adv. 2019 Feb 15;5(2):eaau5759
pubmed: 30793028
Sensors (Basel). 2018 Jun 05;18(6):
pubmed: 29874808
Nat Mater. 2017 Oct 25;16(11):1077-1088
pubmed: 29066824
Nature. 2011 Feb 10;470(7333):240-4
pubmed: 21307937
Health Inf Sci Syst. 2018 Nov 13;6(1):22
pubmed: 30483400
Sensors (Basel). 2018 Nov 07;18(11):
pubmed: 30405026
Nature. 2013 Jun 27;498(7455):443-4
pubmed: 23803839
Sensors (Basel). 2019 Feb 18;19(4):
pubmed: 30781622
Nature. 2017 Mar 9;543(7644):234-238
pubmed: 28199307
Nat Nanotechnol. 2013 May;8(5):347-55
pubmed: 23624697
Nat Commun. 2018 Oct 30;9(1):4370
pubmed: 30375392
Nature. 2010 Dec 23;468(7327):1084-7
pubmed: 21179164
Sensors (Basel). 2018 Oct 25;18(11):
pubmed: 30366462
Science. 2001 Nov 9;294(5545):1317-20
pubmed: 11588220
Nat Nanotechnol. 2010 Jun;5(6):386
pubmed: 20523333
Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:2361-2364
pubmed: 29060372
Science. 2006 Mar 24;311(5768):1735
pubmed: 16556834
J Nanosci Nanotechnol. 2007 Apr-May;7(4-5):1239-67
pubmed: 17450889
Nat Commun. 2017 Apr 11;8:14948
pubmed: 28398336
Nat Mater. 2017 Apr;16(4):414-418
pubmed: 28218920
Sensors (Basel). 2017 May 21;17(5):
pubmed: 28531141
Rev Sci Instrum. 2018 Dec;89(12):125005
pubmed: 30599577
J Diabetes Sci Technol. 2017 Jul;11(4):647-652
pubmed: 28745086
Science. 2000 Apr 21;288(5465):492-4
pubmed: 10775103
Sensors (Basel). 2018 Oct 24;18(11):
pubmed: 30356029
Sensors (Basel). 2018 Jan 17;18(1):
pubmed: 29342102
Nature. 2013 Jun 13;498(7453):255-60
pubmed: 23765498
Faraday Discuss. 2019 Feb 18;213(0):11-27
pubmed: 30740612
Nature. 2003 Aug 7;424(6949):654-7
pubmed: 12904787
Int J Mol Sci. 2018 Sep 04;19(9):
pubmed: 30181468
Nat Commun. 2011 Jul 12;2:387
pubmed: 21750541
Sensors (Basel). 2019 Feb 18;19(4):
pubmed: 30781639
Science. 2018 Nov 2;362(6414):547-553
pubmed: 30385571
Nano Lett. 2018 Feb 14;18(2):1180-1184
pubmed: 29350935
Nature. 2000 Apr 20;404(6780):834-5
pubmed: 10786780
Phys Rev Lett. 2007 Dec 21;99(25):255502
pubmed: 18233531
Opt Lett. 2005 Jan 1;30(1):41-3
pubmed: 15648631
Nat Commun. 2017 Jan 20;8:14184
pubmed: 28106059
Nano Lett. 2008 Dec;8(12):4398-403
pubmed: 19367970
Sensors (Basel). 2018 Jul 18;18(7):
pubmed: 30021975
Science. 2014 Aug 8;345(6197):668-73
pubmed: 25104385
Sensors (Basel). 2018 Nov 15;18(11):
pubmed: 30445782
Phys Rev Lett. 2019 May 24;122(20):203601
pubmed: 31172754
Sensors (Basel). 2018 Jun 30;18(7):
pubmed: 29966374
Nano Lett. 2019 Feb 13;19(2):1023-1027
pubmed: 30633528
Nat Commun. 2018 May 29;9(1):2102
pubmed: 29844421
Nat Nanotechnol. 2013 Mar;8(3):180-6
pubmed: 23353673
Science. 2013 Mar 8;339(6124):1164-9
pubmed: 23471398
ACS Nano. 2014 Apr 22;8(4):3434-43
pubmed: 24654597
Nat Commun. 2018 Oct 10;9(1):4196
pubmed: 30305616
Nano Lett. 2016 Dec 14;16(12):7798-7806
pubmed: 27960446
Nature. 2012 Oct 18;490(7420):380-3
pubmed: 23075988
Sensors (Basel). 2018 Sep 06;18(9):
pubmed: 30200566
Sensors (Basel). 2019 Feb 18;19(4):
pubmed: 30781604
Nat Nanotechnol. 2016 Jun;11(6):559-565
pubmed: 26900757
Nanotechnology. 2011 Feb 25;22(8):085302
pubmed: 21242623
ACS Nano. 2018 Jul 24;12(7):7352-7361
pubmed: 29944826
Sensors (Basel). 2019 Feb 12;19(3):
pubmed: 30759810
Science. 2008 Jul 4;321(5885):101-4
pubmed: 18599781
Rep Prog Phys. 2018 Jul;81(7):074001
pubmed: 29504942
Nature. 2010 Mar 18;464(7287):388-91
pubmed: 20237565
ACS Nano. 2017 May 23;11(5):4785-4791
pubmed: 28463503
Nano Lett. 2017 Feb 8;17(2):985-991
pubmed: 28072546
Nature. 2005 Apr 28;434(7037):1085
pubmed: 15858562
Nature. 2014 Oct 2;514(7520):72-5
pubmed: 25279920
Sensors (Basel). 2018 Jun 24;18(7):
pubmed: 29937520
Saudi J Biol Sci. 2018 Feb;25(2):237-241
pubmed: 29472771
Nature. 2008 May 15;453(7193):294-5
pubmed: 18480802
Sensors (Basel). 2018 Sep 04;18(9):
pubmed: 30181454
Sensors (Basel). 2018 Sep 23;18(10):
pubmed: 30249043
ACS Cent Sci. 2018 Jul 25;4(7):793-804
pubmed: 30062108

Auteurs

Ali Passian (A)

Computing & Computational Sciences Directorate, Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA. passianan@ornl.gov.

Neena Imam (N)

Computing & Computational Sciences Directorate, Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA. imamn@ornl.gov.

Classifications MeSH