{"id":6106,"date":"2026-10-19T09:48:28","date_gmt":"2026-10-19T09:48:28","guid":{"rendered":"https:\/\/phd.hi.is\/doktorsvorn\/doktorsvorn-i-tolvunarfraedi-mohammad-shahbaz-memon\/"},"modified":"2026-10-19T09:48:28","modified_gmt":"2026-10-19T09:48:28","slug":"doktorsvorn-i-tolvunarfraedi-mohammad-shahbaz-memon","status":"publish","type":"phd_defence","link":"https:\/\/phd.hi.is\/en\/doktorsvorn\/doktorsvorn-i-tolvunarfraedi-mohammad-shahbaz-memon\/","title":{"rendered":"Doktorsv\u00f6rn \u00ed t\u00f6lvunarfr\u00e6\u00f0i – Mohammad Shahbaz Memon"},"content":{"rendered":"
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Doktorsefni:<\/strong>\u00a0Mohammad Shahbaz Memon\u00a0<\/p>\n

Heiti ritger\u00f0ar: <\/strong>St\u00f6\u00f0lu\u00f0 m\u00f3del og h\u00f6gun til a\u00f0 sj\u00e1lfvirkniv\u00e6\u00f0a stigfrj\u00e1lsa dreif\u00f0a gagnavinnslu og greiningu\u00a0<\/p>\n

Andm\u00e6lendur:<\/strong><\/p>\n

Dr. Ramin Yahyapour, pr\u00f3fessor \u00ed hagn\u00fdttri t\u00f6lvunarfr\u00e6\u00f0i vi\u00f0 Georg August h\u00e1sk\u00f3lann \u00ed G\u00f6ttingen, \u00de\u00fdskalandi, og yfirma\u00f0ur Stofnunar v\u00edsindatengdrar gagnavinnslu (GWDG), einnig \u00ed G\u00f6ttingen.<\/p>\n

Dr. R\u00f3bert Lovas, d\u00f3sent og forst\u00f6\u00f0uma\u00f0ur Institute for Cyber-Physical Systems (ICPS), John von Neumann Uppl\u00fdsingafr\u00e6\u00f0ideild Obuda-h\u00e1sk\u00f3lans \u00ed B\u00fadapest, Ungverjalandi, og varaforst\u00f6\u00f0uma\u00f0ur Ranns\u00f3knarstofu samhli\u00f0a og dreif\u00f0ra kerfa, Stofnun t\u00f6lvunarfr\u00e6\u00f0a og st\u00fdringa vi\u00f0 Ungversku v\u00edsindaakadem\u00eduna (MTA SZTAKI) \u00ed B\u00fadapest.<\/p>\n

Lei\u00f0beinandi:<\/strong>\u00a0<\/p>\n

Dr. Morris Riedel, a\u00f0j\u00fankt vi\u00f0 I\u00f0na\u00f0arverkfr\u00e6\u00f0i-, v\u00e9larverkfr\u00e6\u00f0i-, og t\u00f6lvunarfr\u00e6\u00f0ideild. Einnig forma\u00f0ur ranns\u00f3knah\u00f3ps um h\u00e1hra\u00f0a-gagnagreiningar vi\u00f0 ofurt\u00f6lvusetur Ranns\u00f3knarmi\u00f0st\u00f6\u00f0varinnar \u00ed Juelich \u00ed \u00de\u00fdskalandi.<\/p>\n

Einnig \u00ed doktorsnefnd:<\/strong><\/p>\n

Dr. Helmut Neukirchen, pr\u00f3fessor vi\u00f0 I\u00f0na\u00f0arverkfr\u00e6\u00f0i-, v\u00e9larverkfr\u00e6\u00f0i-, og t\u00f6lvunarfr\u00e6\u00f0ideild.<\/p>\n

Dr. Matthias Book, pr\u00f3fessor vi\u00f0 I\u00f0na\u00f0arverkfr\u00e6\u00f0i-, v\u00e9larverkfr\u00e6\u00f0i-, og t\u00f6lvunarfr\u00e6\u00f0ideild.<\/p>\n

Doktorsv\u00f6rn st\u00fdrir:<\/strong><\/p>\n

Dr. R\u00fanar Unn\u00fe\u00f3rsson, pr\u00f3fessor og deildarforseti\u00a0I\u00f0na\u00f0arverkfr\u00e6\u00f0i-, v\u00e9laverkfr\u00e6\u00f0i- og t\u00f6lvunarfr\u00e6\u00f0ideildar.<\/p>\n

\u00c1grip:<\/strong><\/p>\n

V\u00edsindasamf\u00e9l\u00f6g sem vinna me\u00f0 st\u00f3rt\u00e6k g\u00f6gn klj\u00e1st vi\u00f0 margs konar \u00e1skoranir \u00ed sambandi vi\u00f0 me\u00f0h\u00f6ndlun fl\u00f3kinna \u00fatreikninga, og gagna \u00feeim tengdum, \u00e1 komandi og dreif\u00f0um kerfum. St\u00f3rt\u00e6k gagnagreining kallar \u00e1 lausnir me\u00f0 einf\u00f6ldu\u00f0u a\u00f0gengi a\u00f0 margv\u00edslegum t\u00f6lvurekstrarkerfum.<\/p>\n

Margar almennar og s\u00e9rt\u00e6kar a\u00f0fer\u00f0ir hafa veri\u00f0 \u00fer\u00f3a\u00f0ar til a\u00f0 nota s\u00edbreytileg reiknikerfi, en vegna \u00f3l\u00edkra reiknia\u00f0fer\u00f0a og \u00feeirra gagnaskipanar geta \u00fe\u00e6r ekki framkv\u00e6mt alv\u00f6ru v\u00edsindaranns\u00f3knir.<\/p>\n

V\u00edsindalegar gagnag\u00e1ttir og vinnuferli eru d\u00e6mi um sl\u00edkt, sem \u00fearfnast verkme\u00f0h\u00f6ndlunar \u00e1 margv\u00edslegum bunkakerfum \u00e1 \u00f3l\u00edkum ofurt\u00f6lvuh\u00f6gum og a\u00f0gengi a\u00f0 h\u00e1\u00fer\u00f3u\u00f0um dreif\u00f0um skr\u00e1arkerfum. Til a\u00f0 sty\u00f0ja \u00feessar kr\u00f6fur er \u00ed \u00feessari doktorsritger\u00f0 kynntur h\u00f6gunarrammi sem sameinar r\u00e9ttu samsetninguna af st\u00f6\u00f0lum og uppsetningu fulln\u00e6gjandi millib\u00fana\u00f0ar. \u00deessi rammi me\u00f0h\u00f6ndlar samhli\u00f0a a\u00f0gang fyrir fj\u00f6lbreytta notendah\u00f3pa \u00ed gegnum \u00f6flug og \u00e1rei\u00f0anleg reikni- og gagnasni\u00f0 sem eru sni\u00f0in a\u00f0 \u00fe\u00f6rfum forrita og t\u00f6lvukerfainnvi\u00f0um.<\/p>\n

Ranns\u00f3knani\u00f0urst\u00f6\u00f0urnar sem eru kynntar \u00ed \u00feessari doktorsritger\u00f0 eru a\u00f0allega r\u00f6kstuddar me\u00f0 raun- og v\u00e9larn\u00e1msm\u00f3delum fr\u00e1 tveimur d\u00e6mum af jafnm\u00f6rgum fr\u00e6\u00f0asvi\u00f0um: l\u00edfe\u00f0lisfr\u00e6\u00f0i og jar\u00f0v\u00edsindum. Fyrir l\u00edfe\u00f0lisfr\u00e6\u00f0i er UltraScan v\u00edsindag\u00e1ttin betrumb\u00e6tt til \u00feess a\u00f0 gera henni kleift a\u00f0 me\u00f0h\u00f6ndla s\u00e9rt\u00e6k g\u00f6gn \u00ed gegnum st\u00f6\u00f0lu\u00f0\u00a0verkumsj\u00f3nar- og gagnastj\u00f3rnunarsni\u00f0 \u00ed h\u00e1hra\u00f0a-t\u00f6lvukerfum (HPC).<\/p>\n

Seinna fr\u00e6\u00f0isvi\u00f0i\u00f0 er jar\u00f0v\u00edsindi og gerir me\u00f0h\u00f6ndlun v\u00e9larn\u00e1msa\u00f0fer\u00f0ar sj\u00e1lfvirka (t.d. greiningu fjark\u00f6nnunarmyndefnis) me\u00f0 stigvaxandi \u00fatf\u00e6rslum sem h\u00e6gt er a\u00f0 keyra samhli\u00f0a. D\u00e6min fr\u00e1 b\u00e1\u00f0um fr\u00e6\u00f0isvi\u00f0um eru studd me\u00f0 opnum hugb\u00fana\u00f0i \u00ed formi millib\u00fana\u00f0ar\u00fatf\u00e6rslna, bi\u00f0laraforritaskil me\u00f0 bestu g\u00e1ttar\u00f6mmum sem fyrirfinnast \u00ed dag, til \u00feess a\u00f0 sanna gildi \u00feeirra.<\/p>\n

Um doktorsefni\u00f0:<\/strong><\/p>\n

Mohammad Shahbaz Memon er f\u00e6ddur 1979, f\u00e6ddur og uppalinn \u00ed Karachi-h\u00e9ra\u00f0i \u00ed Pakistan. Hann hlaut BCS (Hons; 2001) og MCS (2002) gr\u00e1\u00f0ur \u00ed t\u00f6lvunarfr\u00e6\u00f0um fr\u00e1 SZABIST, \u00ed Pakistan, og M.Sc. gr\u00e1\u00f0u \u00ed t\u00f6lvunarfr\u00e6\u00f0um me\u00f0 \u00e1herslu \u00e1 margmi\u00f0lun fr\u00e1 H\u00e1sk\u00f3lanum \u00ed Aachen\u00a0(RWTH) \u00ed \u00de\u00fdskalandi.<\/p>\n

Fr\u00e1 2006 hefur hann starfa\u00f0 \u00e1 ofurt\u00f6lvusetri ranns\u00f3knarmi\u00f0st\u00f6\u00f0varinnar \u00ed Juelich GmbH, innan deildar gagnav\u00edsinda og dreif\u00f0ra kerfa.<\/p>\n<\/div><\/div>","protected":false},"featured_media":1903,"template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"_phd_date_start":"2019-10-04T14:00:00+00:00","_phd_date_end":"2019-10-04T15:30:00+00:00","_phd_location":"Askja Stofa 132","_phd_admission":"A\u00f0gangur \u00f3keypis","_phd_thesis_title":"St\u00f6\u00f0lu\u00f0 m\u00f3del og h\u00f6gun til a\u00f0 sj\u00e1lfvirkniv\u00e6\u00f0a stigfrj\u00e1lsa dreif\u00f0a gagnavinnslu og greiningu","_phd_source_url":"https:\/\/gamli.hi.is\/vidburdir\/doktorsvorn_i_tolvunarfraedi_mohammad_shahbaz_memon","_phd_source_node_id":"323747","_phd_source_type":"vidburdir","_phd_member_id":522,"footnotes":""},"phd_school":[108,93],"phd_discipline":[111],"class_list":["post-6106","phd_defence","type-phd_defence","status-publish","has-post-thumbnail","hentry","phd_school-idnadarverkfraedi-velaverkfraedi-og-tolvunarfraedideild","phd_school-verkfraedi-og-natturuvisindasvid","phd_discipline-phd-i-tolvunarfraedi"],"_links":{"self":[{"href":"https:\/\/phd.hi.is\/en\/wp-json\/wp\/v2\/phd_defence\/6106","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/phd.hi.is\/en\/wp-json\/wp\/v2\/phd_defence"}],"about":[{"href":"https:\/\/phd.hi.is\/en\/wp-json\/wp\/v2\/types\/phd_defence"}],"version-history":[{"count":0,"href":"https:\/\/phd.hi.is\/en\/wp-json\/wp\/v2\/phd_defence\/6106\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/phd.hi.is\/en\/wp-json\/wp\/v2\/media\/1903"}],"wp:attachment":[{"href":"https:\/\/phd.hi.is\/en\/wp-json\/wp\/v2\/media?parent=6106"}],"wp:term":[{"taxonomy":"phd_school","embeddable":true,"href":"https:\/\/phd.hi.is\/en\/wp-json\/wp\/v2\/phd_school?post=6106"},{"taxonomy":"phd_discipline","embeddable":true,"href":"https:\/\/phd.hi.is\/en\/wp-json\/wp\/v2\/phd_discipline?post=6106"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}