architecture for the next generation system management ... · clouds, grids, clusters and mpps are...

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Architecture for the Next Generation System Management Tools for High Performance Computing Platforms Geoffroy Vall´ ee, Thomas Naughton, Anand Tikotekar, J´ erˆ ome Gallard, Stephen Scott, Christine Morin To cite this version: Geoffroy Vall´ ee, Thomas Naughton, Anand Tikotekar, J´ erˆ ome Gallard, Stephen Scott, et al.. Architecture for the Next Generation System Management Tools for High Performance Com- puting Platforms. [Research Report] RR-7062, INRIA. 2009. <inria-00424107> HAL Id: inria-00424107 https://hal.inria.fr/inria-00424107 Submitted on 14 Oct 2009 HAL is a multi-disciplinary open access archive for the deposit and dissemination of sci- entific research documents, whether they are pub- lished or not. The documents may come from teaching and research institutions in France or abroad, or from public or private research centers. L’archive ouverte pluridisciplinaire HAL, est destin´ ee au d´ epˆ ot et ` a la diffusion de documents scientifiques de niveau recherche, publi´ es ou non, ´ emanant des ´ etablissements d’enseignement et de recherche fran¸cais ou ´ etrangers, des laboratoires publics ou priv´ es.

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Page 1: Architecture for the Next Generation System Management ... · Clouds, grids, clusters and MPPs are by nature di erent computing platforms: some span across multiple sites, and multiple

Architecture for the Next Generation System

Management Tools for High Performance Computing

Platforms

Geoffroy Vallee, Thomas Naughton, Anand Tikotekar, Jerome Gallard,

Stephen Scott, Christine Morin

To cite this version:

Geoffroy Vallee, Thomas Naughton, Anand Tikotekar, Jerome Gallard, Stephen Scott, et al..Architecture for the Next Generation System Management Tools for High Performance Com-puting Platforms. [Research Report] RR-7062, INRIA. 2009. <inria-00424107>

HAL Id: inria-00424107

https://hal.inria.fr/inria-00424107

Submitted on 14 Oct 2009

HAL is a multi-disciplinary open accessarchive for the deposit and dissemination of sci-entific research documents, whether they are pub-lished or not. The documents may come fromteaching and research institutions in France orabroad, or from public or private research centers.

L’archive ouverte pluridisciplinaire HAL, estdestinee au depot et a la diffusion de documentsscientifiques de niveau recherche, publies ou non,emanant des etablissements d’enseignement et derecherche francais ou etrangers, des laboratoirespublics ou prives.

Page 2: Architecture for the Next Generation System Management ... · Clouds, grids, clusters and MPPs are by nature di erent computing platforms: some span across multiple sites, and multiple

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INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET EN AUTOMATIQUE

Architecture for the Next Generation System

Management Tools for High Performance

Computing Platforms

Geoffroy Vallée and Thomas Naughton and Anand Tikotekar and Jérôme Gallard and Stephen

L. Scott and Christine Morin

N° 7062

October 2009

Page 3: Architecture for the Next Generation System Management ... · Clouds, grids, clusters and MPPs are by nature di erent computing platforms: some span across multiple sites, and multiple
Page 4: Architecture for the Next Generation System Management ... · Clouds, grids, clusters and MPPs are by nature di erent computing platforms: some span across multiple sites, and multiple

Centre de recherche INRIA Rennes – Bretagne AtlantiqueIRISA, Campus universitaire de Beaulieu, 35042 Rennes Cedex

Téléphone : +33 2 99 84 71 00 — Télécopie : +33 2 99 84 71 71

❆r❝❤✐t❡❝t✉r❡ ❢♦r t❤❡ ◆❡①t ●❡♥❡r❛t✐♦♥ ❙②st❡♠

▼❛♥❛❣❡♠❡♥t ❚♦♦❧s ❢♦r ❍✐❣❤ P❡r❢♦r♠❛♥❝❡

❈♦♠♣✉t✐♥❣ P❧❛t❢♦r♠s

●❡♦✛r♦② ❱❛❧❧é❡∗ ❛♥❞ ❚❤♦♠❛s ◆❛✉❣❤t♦♥∗ ❛♥❞ ❆♥❛♥❞ ❚✐❦♦t❡❦❛r∗

❛♥❞ ❏érô♠❡ ●❛❧❧❛r❞† ❛♥❞ ❙t❡♣❤❡♥ ▲✳ ❙❝♦tt∗ ❛♥❞ ❈❤r✐st✐♥❡ ▼♦r✐♥†

❚❤è♠❡ ✿ ❈❛❧❝✉❧ ❞✐str✐❜✉é ❡t ❛♣♣❧✐❝❛t✐♦♥s à très ❤❛✉t❡ ♣❡r❢♦r♠❛♥❝❡✳➱q✉✐♣❡✲Pr♦❥❡t P❆❘■❙

❘❛♣♣♦rt ❞❡ r❡❝❤❡r❝❤❡ ♥➦ ✼✵✻✷ ✖ ❖❝t♦❜❡r ✷✵✵✾ ✖ ✶✶ ♣❛❣❡s

❆❜str❛❝t✿ ❚♦❞❛②✱ ❝♦♠♣✉t❛t✐♦♥❛❧ s❝✐❡♥t✐sts ♠❛✐♥❧② ❡①❡❝✉t❡ ♣❛r❛❧❧❡❧ ♦r ❞✐s✲tr✐❜✉t❡❞ ❛♣♣❧✐❝❛t✐♦♥s✱ ❛♥❞ tr② t♦ s❝❛❧❡ ✉♣ t♦ ❣❡t ♠♦r❡ r❡s✉❧ts ♦r ❣r❡❛t❡r ❞❛t❛♣r❡❝✐s✐♦♥✳ ❆s ❛ r❡s✉❧t✱ t❤❡② ✉s❡ ♠♦r❡ ❛♥❞ ♠♦r❡ ❞✐str✐❜✉t❡❞ r❡s♦✉r❝❡s✱ ✉s✐♥❣❧♦❝❛❧ ❧❛r❣❡✲s❝❛❧❡ ❍P❈ s②st❡♠s ✭s✉❝❤ ❛s ❝❧✉st❡rs ♦r ▼PP✮✱ ❣r✐❞s ♦r ❡✈❡♥ ❝❧♦✉❞s✳❚❤❡ ❞✐✣❝✉❧t② ♦❢ ♠❛♥❛❣✐♥❣ t❤♦s❡ ♣❧❛t❢♦r♠s ✐s t❤❡✐r ❞✐✛❡r❡♥❝❡s ✐♥ ♥❛t✉r❡✱ ❡❛❝❤❞❡❣r❡❡ ❛❜str❛❝t✐♥❣ s♦♠❡ ♦❢ t❤❡ ❝♦♠♣❧❡①✐t② ❝r❡❛t❡❞ ❜② r❡s♦✉r❝❡ ❞✐str✐❜✉t✐♦♥✳ ❋♦r✐♥st❛♥❝❡✱ ❝❧✉st❡rs ❛♥❞ ▼PP s②st❡♠s ❛r❡ ❧♦❝❛t❡❞ ♦♥ ❛ s✐♥❣❧❡ s✐t❡✱ ❝♦♠♣♦s❡❞ ♦❢❞✐✛❡r❡♥t ✏♣❛rt✐t✐♦♥s✑ ✭❡✳❣✳✱ ■✴❖ ♥♦❞❡s✱ ❝♦♠♣✉t❡ ♥♦❞❡s✮✳ ■♥ ❣r✐❞s✱ ✏✈✐rt✉❛❧ ♦r✲❣❛♥✐③❛t✐♦♥s ✭❱❖s✮✑ ❛r❡ ♦♥❡ ♦❢ t❤❡ ♠❛✐♥ ❝♦♥❝❡♣ts❀ s✐♥❝❡ ❱❖s ❛r❡ ❣❧♦❜❛❧ ❛♥❞♠✉❧t✐✲✉s❡rs✱ t❤❡② ❛❜str❛❝t ❜♦t❤ t❤❡ ❝♦♠♣❧❡①✐t② ♦❢ t❤❡ ❧♦❝❛❧ r❡s♦✉r❝❡ ♠❛♥❛❣❡✲♠❡♥t ❛♥❞ ❛❝❝♦✉♥t ♠❛♥❛❣❡♠❡♥t ❛✇❛② ❢r♦♠ t❤❡ ✉s❡rs✳ ❋✐♥❛❧❧②✱ ❝❧♦✉❞s ♣r♦✈✐❞❡❛♥ ❤✐❣❤ ❞❡❣r❡❡ ♦❢ ❛❜str❛❝t✐♦♥ ✈✐❛ t❤❡ ❝♦♥❝❡♣t ♦❢ ✏s❡r✈✐❝❡s✑✱ ✇❤✐❝❤ ❝❛♥ ❜❡ ✐♠♣❧❡✲♠❡♥t❡❞ ✈✐❛ ❛ ❞✐r❡❝t ♣r✐✈✐❧❡❣❡❞ ❛❝❝❡ss t♦ t❤❡ ❤❛r❞✇❛r❡ ♦r t❤❡ ✉s❛❣❡ ♦❢ ■♥t❡r♥❡t❜❛s❡❞ s❡r✈✐❝❡s✳ ❇✉t ❛❧❧ t❤♦s❡ ❝❛s❡s r❡q✉✐r❡ ❧♦❝❛❧ ♠❛♥❛❣❡♠❡♥t ♦❢ r❡s♦✉r❝❡s ❛♥❞s♦♠❡ ❦✐♥❞ ♦❢ ❝♦♦r❞✐♥❛t✐♦♥ ✭❡✳❣✳✱ ❝♦♦r❞✐♥❛t✐♦♥ ❜❡t✇❡❡♥ ♣❛rt✐t✐♦♥s✱ r❡♠♦t❡ s✐t❡s✱❞✐✛❡r❡♥t ❛❞♠✐♥✐str❛t✐♦♥ ❞♦♠❛✐♥s✮✳

❚❤✐s ❞♦❝✉♠❡♥t ♣r❡s❡♥ts ❛ ❞❡t❛✐❧❡❞ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ❛r❝❤✐t❡❝t✉r❡ ♦❢ ♦✉r ♥♦✈❡❧s②st❡♠✲♠❛♥❛❣❡♠❡♥t t♦♦❧ t❤❛t ❝❛♥ ❜❡ ✉s❡❞ ❢♦r t❤❡ ♠❛♥❛❣❡♠❡♥t ♦❢ ❝❧✉st❡rs✴▼PPs②st❡♠s✱ ❣r✐❞s✱ ❛♥❞ ❝❧♦✉❞s✳ ❚❤❡ ❛r❝❤✐t❡❝t✉r❡ ✐s ❜❛s❡❞ ♦♥ t❤r❡❡ ❞✐✛❡r❡♥t ❝♦♥❝❡♣ts✿

❚❤✐s ✇♦r❦ ✐s ❞♦♥❡ ✐♥ t❤❡ ❝♦♥t❡①t ♦❢ t❤❡ ■◆❘■❆ ❙❊❘✲❖❙ ❛ss♦❝✐❛t❡❞ t❡❛♠ ✕❤tt♣✿✴✴✇✇✇✳✐r✐s❛✳❢r✴♣❛r✐s✴s❡r✲♦s✴✳

∗ ❖❛❦ ❘✐❞❣❡ ◆❛t✐♦♥❛❧ ▲❛❜♦r❛t♦r②✱ ❖❛❦ ❘✐❞❣❡✱ ❚◆ ✸✼✽✸✵✱ ❯❙❆ ✕ ④✈❛❧❧❡❡❣r✱ ♥❛✉❣❤t♦♥t✱t✐❦♦t❡❦❛r❛❛✱ s❝♦tts❧⑥❅♦r♥❧✳❣♦✈ ✕ ❤tt♣✿✴✴✇✇✇✳♦r♥❧✳❣♦✈ ✕ ❖❘◆▲ r❡s❡❛r❝❤ ✐s s♣♦♥s♦r❡❞ ❜② t❤❡❖✣❝❡ ♦❢ ❆❞✈❛♥❝❡❞ ❙❝✐❡♥t✐✜❝ ❈♦♠♣✉t✐♥❣ ❘❡s❡❛r❝❤❀ ❯✳❙✳ ❉❡♣❛rt♠❡♥t ♦❢ ❊♥❡r❣②✳ ❚❤❡ ✇♦r❦✇❛s ♣❡r❢♦r♠❡❞ ❛t t❤❡ ❖❛❦ ❘✐❞❣❡ ◆❛t✐♦♥❛❧ ▲❛❜♦r❛t♦r②✱ ✇❤✐❝❤ ✐s ♠❛♥❛❣❡❞ ❜② ❯❚✲❇❛tt❡❧❧❡✱▲▲❈ ✉♥❞❡r ❈♦♥tr❛❝t ◆♦✳ ❉❡✲❆❈✵✺✲✵✵❖❘✷✷✼✷✺✳

† ■◆❘■❆ ❘❡♥♥❡s ✕ ❇r❡t❛❣♥❡ ❆t❧❛♥t✐q✉❡✱ ❘❡♥♥❡s✱ ❋r❛♥❝❡ ✕ ✜rst♥❛♠❡✳❧❛st♥❛♠❡❅✐♥r✐❛✳❢r ✕❚❤❡ ■◆❘■❆ t❡❛♠ ❝❛rr✐❡s ♦✉t t❤✐s r❡s❡❛r❝❤ ✇♦r❦ ✐♥ t❤❡ ❢r❛♠❡✇♦r❦ ♦❢ t❤❡ ❳tr❡❡♠❖❙ ♣r♦❥❡❝t♣❛rt✐❛❧❧② ❢✉♥❞❡❞ ❜② t❤❡ ❊✉r♦♣❡❛♥ ❈♦♠♠✐ss✐♦♥ ✉♥❞❡r ❝♦♥tr❛❝t ★❋P✻✲✵✸✸✺✼✻✳

Page 5: Architecture for the Next Generation System Management ... · Clouds, grids, clusters and MPPs are by nature di erent computing platforms: some span across multiple sites, and multiple

✷ ●❡♦✛r♦② ❱❛❧❧é❡ ❡t ❛❧✳

✭✐✮ ❱✐rt✉❛❧ ❙②st❡♠ ❊♥✈✐r♦♥♠❡♥t ✭❱❙❊✮✱ ✭✐✐✮ ❱✐rt✉❛❧ ❖r❣❛♥✐③❛t✐♦♥s ✭❱❖s✮✱ ❛♥❞✭✐✐✐✮ ❱✐rt✉❛❧ P❧❛t❢♦r♠s ✭❱Ps✮✳

❑❡②✲✇♦r❞s✿ ❉✐str✐❜✉t❡❞ ❙②st❡♠s✱ ❈❧✉st❡rs✱ ●r✐❞s✱ ❈❧♦✉❞s✱ ❘❡s♦✉r❝❡ ♠❛♥✲❛❣❡♠❡♥t✳

■◆❘■❆

Page 6: Architecture for the Next Generation System Management ... · Clouds, grids, clusters and MPPs are by nature di erent computing platforms: some span across multiple sites, and multiple

❋♦♥❞❡♠❡♥t ♣♦✉r ❧❛ ♣r♦❝❤❛✐♥❡ ❣é♥ér❛t✐♦♥ ❞❡

s②stè♠❡s ❞❡ ❣❡st✐♦♥ ❞❡s ♣❧❛t❡s✲❢♦r♠❡s ❞❡

❝❛❧❝✉❧❛t❡✉rs à ❤❛✉t❡ ♣❡r❢♦r♠❛♥❝❡

❘és✉♠é ✿ ▲❡s ❛♣♣❧✐❝❛t✐♦♥s ❞❡ ❝❛❧❝✉❧ ❝♦♥ç✉❡s ♣♦✉r êtr❡ ❡①é❝✉té❡s ❞❡ ♠❛♥✐èr❡♣❛r❛❧❧è❧❡ ♦✉ ❞✐str✐❜✉é❡ ♣❡✉✈❡♥t ❣é♥ér❛❧❡♠❡♥t ♦❜t❡♥✐r ❞❡s rés✉❧t❛ts ♣❧✉s r❛♣✐❞❡✲♠❡♥t ♦✉ ❛✈❡❝ ✉♥❡ ♣❧✉s ❣r❛♥❞❡ ♣ré❝✐s✐♦♥ ❡♥ ❛✉❣♠❡♥t❛♥t ❧❡ ♥♦♠❜r❡ ❞❡ r❡ss♦✉r❝❡s❞❡ ❝❛❧❝✉❧ q✉✐ ❧✉✐ s♦♥t ❛❧❧♦✉é❡s✳ ■❧ ❞❡✈✐❡♥t ❞♦♥❝ ❞❡ ♣❧✉s ❡♥ ♣❧✉s ♥é❝❡ss❛✐r❡❞✬✉t✐❧✐s❡r✱ ❝♦✐♥❥♦✐♥t❡♠❡♥t ♦✉ ♥♦♥✱ ❞❡s r❡ss♦✉r❝❡s ❞✐str✐❜✉é❡s ❤étér♦❣è♥❡s✱ ❝♦♠♠❡♣❛r ❡①❡♠♣❧❡✱ ❞❡s ❝❛❧❝✉❧❛t❡✉rs à ❤❛✉t❡ ♣❡r❢♦r♠❛♥❝❡ ✕ ❍P❈ ✕ ✭❣r❛♣♣❡ ❞❡ ❝❛❧❝✉✲❧❛t❡✉rs ♦✉ ▼PP ✕ ❛r❝❤✐t❡❝t✉r❡ ♠❛ss✐✈❡♠❡♥t ♣❛r❛❧❧è❧❡✮✱ ❞❡s ❣r✐❧❧❡s✱ ❞❡s ❈❧♦✉❞s✳ ➚❝❛✉s❡ ❞❡ ❧❛ ❝♦♠♣❧✐①✐t✬❡ ❡t ❞❡ ❧❛ ❞✐✛❡r❡♥❝❡ ❞❡ ♥❛t✉r❡ ❞❡s ♣❧❛t❡s✲❢♦r♠❡s ❤étér♦❣è♥❡s✱✐❧ ❞❡✈✐❡♥t ❞❡ ♣❧✉s ❡♥ ♣❧✉s ❞✐✣❝✐❧❡ ❞❡ ❧❡s ❛❞♠✐♥✐str❡r ❡t ❞❡ ❧❡s ❣ér❡r ❞❡ ♠❛♥✐èr❡❡✣❝❛❝❡✳ P❛r ❡①❡♠♣❧❡✱ ❧❡s ❣r❛♣♣❡s ❞❡ ❝❛❧❝✉❧❛t❡✉rs ❛✐♥s✐ q✉❡ ❧❡s ▼PP s♦♥t s✐t✉és❣é♥ér❛❧❡♠❡♥t s✉r ✉♥ s❡✉❧ s✐t❡ ❡t s♦♥t ♣❛rt✐t✐♦♥♥és ✭♣❛r ❡①❡♠♣❧❡✱ ✉♥❡ ♣❛rt✐t✐♦♥♣♦✉r ❧❡s r❡ss♦✉r❝❡s ❞❡ st♦❝❦❛❣❡✱ ✉♥❡ ❛✉tr❡ ♣♦✉r ❧❡s r❡ss♦✉r❝❡s ❞❡ ❝❛❧❝✉❧✮✳ ❉❛♥s❧❡s ❣r✐❧❧❡s✱ ❧❡ ❝♦♥❝❡♣t ✏❞✬♦r❣❛♥✐s❛t✐♦♥ ✈✐rt✉❡❧❧❡✑ ✭❱❖ ✕ ❱✐rt✉❛❧ ❖r❣❛♥✐③❛t✐♦♥✮♣❡r♠❡t ❞✬❛❜str❛✐r❡ ❧❛ ❝♦♠♣❧❡①✐té ❞❡ ❧❛ ❣❡st✐♦♥ ❞❡s r❡ss♦✉r❝❡s ❞✐str✐❜✉é❡s ❛✐♥s✐q✉❡ ❝❡❧❧❡s ❞❡s ❝♦♠♣t❡s ✉t✐❧✐s❛t❡✉rs✳ ❊♥✜♥✱ ❧❡s ❈❧♦✉❞s ❢♦✉r♥✐ss❡♥t ✉♥ ❤❛✉t ❞❡❣ré❞✬❛❜str❛❝t✐♦♥ ❡♥ ♣rés❡♥t❛♥t ❧❛ ♥♦t✐♦♥ ❞❡ ✏s❡r✈✐❝❡s✑✳ ❈❡s s❡r✈✐❝❡s s♦♥t ❞❡ ❞✐✛ér❡♥ts♥✐✈❡❛✉① ❡♥ ❛❧❧❛♥t ❞❡ ❧✬❛❝❝ès ♣r✐✈✐❧é❣✐é ❛✉① r❡ss♦✉r❝❡s ♠❛tér✐❡❧❧❡s ✭✈✐rt✉❡❧❧❡s ♦✉♥♦♥✮ à ❧✬✉t✐❧✐s❛t✐♦♥ ❞❡ s❡r✈✐❝❡s ❞❡ ❤❛✉t ♥✐✈❡❛✉ ♣r♦♣♦sés s✉r ■♥t❡r♥❡t✳

❚♦✉t ❝❡s t②♣❡s ❞❡ ♣❧❛t❡s✲❢♦r♠❡s ❞❡ ❝❛❧❝✉❧ ♥é❝❡ss✐t❡♥t ✉♥❡ ❣❡st✐♦♥ ❧♦❝❛❧❡ ❞❡sr❡ss♦✉r❝❡s ❡t ✉♥❡ ❝❡rt❛✐♥❡ ❢♦r♠❡ ❞❡ ❝♦♦r❞✐♥❛t✐♦♥ ✭♣❛r ❡①❡♠♣❧❡✱ ❧❛ ❝♦♦r❞✐♥❛✲t✐♦♥ ❡♥tr❡ ❞✐✛ér❡♥t❡s ♣❛rt✐t✐♦♥s✱ ❞✐✛ér❡♥ts s✐t❡s✱ ♦✉ ❡♥❝♦r❡ ❞✐✛ér❡♥ts ❞♦♠❛✐♥❡s❞✬❛❞♠✐♥✐str❛t✐♦♥✮✳

❈❡ ❞♦❝✉♠❡♥t ♣rés❡♥t❡ ✉♥❡ ❞❡s❝r✐♣t✐♦♥ ❞ét❛✐❧❧é❡ ❞❡ ❧✬❛r❝❤✐t❡❝t✉r❡ ❞❡ ♥♦tr❡s②stè♠❡ ♣♦✉r ❧❛ ❣❡st✐♦♥ ❞❡s ♥♦✉✈❡❧❧❡s ❣é♥ér❛t✐♦♥s ❞❡ ♣❧❛t❡s✲❢♦r♠❡s ❞❡ ❝❛❧❝✉❧♣♦✉r ❧❡ ❍P❈ ✭❣r❛♣♣❡s✴▼PP✱ ❣r✐❧❧❡s✱ ❈❧♦✉❞s✮✳ ❈❡ tr❛✈❛✐❧ ❡st ❢♦♥❞é s✉r tr♦✐s❞✐✛ér❡♥ts ❝♦♥❝❡♣ts ✿ ✭✐✮ ❧❡s ❡♥✈✐r♦♥♥❡♠❡♥ts s②stè♠❡ ✈✐rt✉❡❧s ❱✐rt✉❛❧ ❙②st❡♠❊♥✈✐r♦♥♠❡♥t ✭❱❙❊✮✱ ✭✐✐✮ ❧❡s ♦r❣❛♥✐s❛t✐♦♥s ✈✐rt✉❡❧❧❡s ❱✐rt✉❛❧ ❖r❣❛♥✐③❛t✐♦♥s ✭❱❖✮✱✭✐✐✐✮ ❧❡s ♣❧❛t❡s✲❢♦r♠❡s ✈✐rt✉❡❧❧❡s ❱✐rt✉❛❧ P❧❛t❢♦r♠s ✭❱P✮✳

▼♦ts✲❝❧és ✿ ❙②stè♠❡s ❞✐str✐❜✉és✱ ❣r❛♣♣❡s ❞❡ ❝❛❧❝✉❧✱ ❣r✐❧❧❡s ❞❡ ❝❛❧❝✉❧✱ ❈❧♦✉❞s✱❣❡st✐♦♥ ❞❡s r❡ss♦✉r❝❡s✳

Page 7: Architecture for the Next Generation System Management ... · Clouds, grids, clusters and MPPs are by nature di erent computing platforms: some span across multiple sites, and multiple

✹ ●❡♦✛r♦② ❱❛❧❧é❡ ❡t ❛❧✳

✶ ■♥tr♦❞✉❝t✐♦♥

❚♦❞❛②✱ ❝♦♠♣✉t❛t✐♦♥❛❧ s❝✐❡♥t✐sts ♠❛✐♥❧② ❡①❡❝✉t✐♥❣ ♣❛r❛❧❧❡❧ ♦r ❞✐str✐❜✉t❡❞ ❛♣♣❧✐✲❝❛t✐♦♥s✱ ❛♥❞ tr② t♦ s❝❛❧❡ ✉♣ t♦ ❣❡t ♠♦r❡ r❡s✉❧ts ♦r ❣r❡❛t❡r ❞❛t❛ ♣r❡❝✐s✐♦♥✳ ❆s❛ r❡s✉❧t✱ t❤❡② ✉s❡ ♠♦r❡ ❛♥❞ ♠♦r❡ ❞✐str✐❜✉t❡❞ r❡s♦✉r❝❡s✱ ✉s✐♥❣ ❧♦❝❛❧ ❧❛r❣❡✲s❝❛❧❡❍P❈ s②st❡♠s ✭s✉❝❤ ❛s ❝❧✉st❡rs ♦r ▼PP✮✱ ❣r✐❞s ♦r ❡✈❡♥ ❝❧♦✉❞s✳

▼❛♥② s②st❡♠ ♠❛♥❛❣❡♠❡♥t t♦♦❧s ❤❛✈❡ ❜❡❡♥ st✉❞✐❡❞ ❛♥❞ ❞❡✈❡❧♦♣❡❞ ❢♦r t❤♦s❡♣❧❛t❢♦r♠s ❜✉t✱ t♦ t❤❡ ❜❡st ♦❢ ♦✉r ❦♥♦✇❧❡❞❣❡✱ ♥♦♥❡ ♦❢ t❤❡ ❝✉rr❡♥t s♦❧✉t✐♦♥s ❝♦✉❧❞❜❡ s✉❝❝❡ss❢✉❧❧② ✉s❡❞ ♦♥ ❛❧❧ t❤♦s❡ ♣❧❛t❢♦r♠s✳ ❲❡ t❤✐♥❦ t❤❛t t❤❡ ❜❡st ✇❛② t♦❛❞❞r❡ss ❝❤❛❧❧❡♥❣❡s ❛ss♦❝✐❛t❡❞ t♦ t❤❡ ♠❛♥❛❣❡♠❡♥t ♦❢ ❞✐str✐❜✉t❡❞ r❡s♦✉r❝❡s ✐s t♦❢♦❝✉s ♦♥ t❤❡ s❝✐❡♥t✐sts✬ ❡✣❝✐❡♥❝② ✿ ❜❛s❡❞ ♦♥ ✇❤❛t t❤❡ ❛♣♣❧✐❝❛t✐♦♥ s❝✐❡♥t✐sts tr②t♦ ❡①❡❝✉t❡✱ t❤❡ s②st❡♠ s❤♦✉❧❞ ♣r♦✈✐❞❡ t♦♦❧s ❛♥❞ ♠❡❝❤❛♥✐s♠s t♦ ❛❜str❛❝t t❤❡❞✐str✐❜✉t❡❞ ♥❛t✉r❡ ♦❢ ❝♦♠♣✉t❛t✐♦♥❛❧ r❡s♦✉r❝❡s✱ t♦❧❡r❛t❡ ❢❛✐❧✉r❡s ❛♥❞ ♣r♦✈✐❞❡ t❤❡♥❡❝❡ss❛r② r✉♥t✐♠❡s✳

❋♦r t❤❛t✱ ✇❡ ♣r♦♣♦s❡ ❛♥ ❛r❝❤✐t❡❝t✉r❡ ❜❛s❡❞ ♦♥ t❤r❡❡ ❞✐✛❡r❡♥t ❝♦♥❝❡♣ts✿✭✐✮ ❱✐rt✉❛❧ ❙②st❡♠ ❊♥✈✐r♦♥♠❡♥t ✭❱❙❊✮✱ ✭✐✐✮ ❱✐rt✉❛❧ ❖r❣❛♥✐③❛t✐♦♥s ✭❱❖s✮✱ ❛♥❞✭✐✐✐✮ ❱✐rt✉❛❧ P❧❛t❢♦r♠s ✭❱Ps✮✳ ❆ ❱❙❊ ❛❧❧♦✇s ♦♥❡ t♦ ❞❡s❝r✐❜❡ ❛♥ ❛♣♣❧✐❝❛t✐♦♥✬s♥❡❡❞s ✐♥ t❡r♠s ♦❢ s♦❢t✇❛r❡ ❛♥❞ ❝❛♥ ❜❡ ❞❡♣❧♦②❡❞ ♦♥ ❛♥② ❦✐♥❞ ♦❢ s✐♥❣❧❡ s✐t❡ ✴ s✐♥✲❣❧❡ ❛❞♠✐♥✐str❛t✐✈❡ ❞♦♠❛✐♥ ♣❧❛t❢♦r♠s ✭❡✳❣✳✱ ✉s✐♥❣ ❛ ❞✐s❦✲❧❡ss ♦r ❞✐s❦✲❢✉❧❧ ♣❧❛t❢♦r♠❛♥❞✴♦r r❡❛❧ ♦r ✈✐rt✉❛❧ ❤❛r❞✇❛r❡✮✳ ❆ ❱❖ ❛❧❧♦✇s ♦♥❡ t♦ ❞❡♣❧♦② ❛♥ ❛♣♣❧✐❝❛t✐♦♥❛❝r♦ss ♠✉❧t✐♣❧❡ s✐t❡s ✇❤✐❝❤ ❝❛♥ ❜❡ ✐♥ ❞✐✛❡r❡♥t ❛❞♠✐♥✐str❛t✐✈❡ ❞♦♠❛✐♥s ✭❱❖s ❛r❡❣❧♦❜❛❧ ❛♥❞ ♠✉❧t✐✲✉s❡rs✮✳❆ ❱P ✐s ❛ ✈✐❡✇ ❡①♣♦s❡❞ t♦ t❤❡ ✉s❡rs✱ ❜❛s❡❞ ♦♥ ✈✐rt✉❛❧r❡s♦✉r❝❡s✱ t❤❛t ✐s ❧♦❝❛❧✳ ❚❤✐s t②♣✐❝❛❧❧② ❡①♣♦s❡s t❤❡ ✈✐rt✉❛❧ ❤❛r❞✇❛r❡ t❤❛t ❧♦❝❛❧❧②✜ts t❤❡ ♥❡❡❞s ♦❢ ❛ s♣❡❝✐✜❝ ❛♣♣❧✐❝❛t✐♦♥✳ ❇❛s❡❞ ♦♥ ❱Ps✱ ✐t ✐s ♣♦ss✐❜❧❡ t♦ ♣r♦✈✐❞❡❱❖s✱ ✐♠♣❧❡♠❡♥t✐♥❣ s②st❡♠ ♣♦❧✐❝✐❡s✱ t②♣✐❝❛❧❧② ❢♦r r❡s♦✉r❝❡ ♠❛♥❛❣❡♠❡♥t ✭✇❤❡r❡s❤♦✉❧❞ t❤❡ ❱P ❜❡ ❝r❡❛t❡❞❄✮ ❛♥❞ ✉s❡r ❛❝❝❡ss ✭✇❤♦ ✐s ❛❧❧♦✇❡❞ t♦ ❛❝❝❡ss ❛ ❣✐✈❡♥❱P❄✮✳

❚❤♦s❡ t❤r❡❡ ❝♦♥❝❡♣ts ❤❛✈❡ t❤❡ ❜❡♥❡✜t ♦❢ ❛❧❧♦✇✐♥❣ ❜♦t❤ t❤❡ ✉s❡rs ❛♥❞ t❤❡s②st❡♠ ❛❞♠✐♥✐str❛t♦rs t♦ ❡①♣r❡ss t❤❡✐r ♥❡❡❞s ❛♥❞ ❝♦♥str❛✐♥ts ✐♥ t❡r♠ ♦❢ ❡①✲❡❝✉t✐♦♥ ❡♥✈✐r♦♥♠❡♥t✿ ✐t ✐s st✐❧❧ ♥❡❝❡ss❛r② t♦ ♣r♦✈✐❞❡ s②st❡♠✲❧❡✈❡❧ ♣r♦t❡❝t✐♦♥✱s②st❡♠ ♠❛♥❛❣❡♠❡♥t ❛♥❞ s②st❡♠ ♠♦♥✐t♦r✐♥❣ ❝❛♣❛❜✐❧✐t✐❡s✳ ❚❤❡ ❦❡② ✐s t♦ ❜❡ ❛❜❧❡t♦ ✏♠❡r❣❡✑ s❝✐❡♥t✐sts ❛♥❞ s②st❡♠ ❛❞♠✐♥✐str❛t♦rs ♥❡❡❞s✱ ✐♥ ♦r❞❡r t♦ ❣❡t ❛ s✐♥❣❧❡❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ❡①❡❝✉t✐♦♥ ❡♥✈✐r♦♥♠❡♥t ✇❤✐❝❤ ❝♦✉❧❞ t❤❡♥ ❜② ❞❡♣❧♦②❡❞ ❛♥❞ ✉s❡❞❢♦r ❛♣♣❧✐❝❛t✐♦♥ ❡①❡❝✉t✐♦♥✳ ❆❝t✉❛❧❧② t❤❡ s②st❡♠ ❛❞♠✐♥✐str❛t♦rs ❝❛♥ ❡✈❡♥ ❝❤♦♦s❡t❤❡ ❞❡❣r❡❡ ♦❢ ✐s♦❧❛t✐♦♥ ❜❡t✇❡❡♥ t❤❡ ❤❛r❞✇❛r❡ ❛♥❞ t❤❡ ❛♣♣❧✐❝❛t✐♦♥✱ ❜❛s❡❞ ♦♥ t❤❡❧❡✈❡❧ ♦❢ tr✉st ❢♦r ✉s❡rs✳

❚♦ ❡❛s❡ t❤❡ ✐♠♣❧❡♠❡♥t❛t✐♦♥ ♦❢ s✉❝❤ ❛ ❝❛♣❛❜✐❧✐t②✱ ✐t ✐s ✉s❡❢✉❧ t♦ s❡♣❛r❛t❡ t❤❡❝♦♥✜❣✉r❛t✐♦♥ ❛s♣❡❝ts ❛♥❞ t❤❡ ❛❝t✉❛❧ ❞❡♣❧♦②♠❡♥t ♦❢ t❤❡ ❛♣♣❧✐❝❛t✐♦♥s ❛♥❞ t❤❡✐rr✉♥ t✐♠❡ ❡♥✈✐r♦♥♠❡♥ts✳ ❚❤✐s ❛♣♣r♦❛❝❤ ❤❛s t❤❡ ❛❞✈❛♥t❛❣❡ ♦❢ ❡♥❛❜❧✐♥❣ ♥❡❣♦t✐❛t✐♦♥❢♦r t❤❡ ❝♦♥✜❣✉r❛t✐♦♥ ♦❢ ❛ ❱P✱ ✐✳❡✳✱ t❤❡ ♥❡❣♦t✐❛t✐♦♥ ❜❡t✇❡❡♥ ✉s❡rs ❛♥❞ s②st❡♠❛❞♠✐♥✐str❛t♦rs ✐❢ ❝♦♥✢✐❝ts ❛r❡ ❞❡t❡❝t❡❞✱ ❛♥❞ t❤❡ ♥❡❣♦t✐❛t✐♦♥ ❜❡t✇❡❡♥ r❡♠♦t❡ s✐t❡st♦ ❣❡t t❤❡ ❜❡st r❡s♦✉r❝❡ ❛❧❧♦❝❛t✐♦♥✳ ❆❞❞✐t✐♦♥❛❧❧②✱ t❤❡ ❛❝t✉❛❧ ❞❡♣❧♦②♠❡♥t ♦❢ ❛ ❱P✐s ♦♥❧② ♣❡r❢♦r♠❡❞ ✇❤❡♥ t❤❡ ❝♦♥✜❣✉r❛t✐♦♥ ✐s ❝♦♠♣❧❡t❡✱ ✐✳❡✳✱ ✇❤❡♥ ✐ts ❝♦♥✜❣✉r❛t✐♦♥✐s ❛✈❛✐❧❛❜❧❡ ❢♦r ❡✈❡r②♦♥❡ ✐♥✈♦❧✈❡❞ ✐♥ t❤❡ ❛♣♣❧✐❝❛t✐♦♥ ❡①❡❝✉t✐♦♥✳ ■t ❛❧s♦ ❡♥❛❜❧❡s❛ ❢❛✐r❧② ❤✐❣❤ s❡❝✉r✐t② ❧❡✈❡❧ s✐♥❝❡ ♦♥❧② ❝♦♥✜❣✉r❛t✐♦♥ ❞❛t❛ ❛r❡ ❡①❝❤❛♥❣❡❞ ❜❡t✇❡❡♥❡♥t✐t✐❡s ✐♥✈♦❧✈❡❞ ✐♥ t❤❡ ❛♣♣❧✐❝❛t✐♦♥ ❡①❡❝✉t✐♦♥✱ ❛♥❞ t❤❡ ❱P ❜❡✐♥❣ ❝r❡❛t❡❞ ❧♦❝❛❧❧②✳◆♦t❡✱ t❤❡ ❱P ❞❡♣❧♦②❡❞ ❧♦❝❛❧❧② ❝♦✉❧❞ ❡✈❡♥ ❜❡ ✈❛❧✐❞❛t❡❞ ❛❣❛✐♥st t❤❡ ❧♦❝❛❧ s②st❡♠♠❛♥❛❣❡♠❡♥t ♣♦❧✐❝✐❡s✱ ❛♥❞ t❤❡ ❱P ♣❧❛❝❡❞ ✐♥ ❛ s❡❝✉r❡ ✏s❛♥❞ ❜♦①✑✳

❚❤❡r❡❢♦r❡✱ t❤✐s ♣❛♣❡r ♣r❡s❡♥ts t❤❡ ❛r❝❤✐t❡❝t✉r❡ ♦❢ ❛ ♥❡✇ s②st❡♠ ♠❛♥❛❣❡♠❡♥tt♦♦❧ t❤❛t ❛✐♠s ❛t ❡♥❛❜❧✐♥❣ t❤❡ ♠❛♥❛❣❡♠❡♥t ♦❢ ❝❧✉st❡rs✱ ▼PP✱ ❣r✐❞s✱ ❛♥❞ ❝❧♦✉❞s

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Page 8: Architecture for the Next Generation System Management ... · Clouds, grids, clusters and MPPs are by nature di erent computing platforms: some span across multiple sites, and multiple

❆r❝❤✐t❡❝t✉r❡ ❢♦r t❤❡ ◆❡①t ●❡♥❡r❛t✐♦♥ ❙②st❡♠ ▼❛♥❛❣❡♠❡♥t ❚♦♦❧s ❢♦r ❍P❈ ✺

✇✐t❤ t❤❡ s❛♠❡ ✐♥❢r❛str✉❝t✉r❡✳ ❋♦r t❤❛t✱ ✇❡ ♣r❡s❡♥t ❛ s②st❡♠❛t✐❝ st✉❞② ♦❢ t❤❡r❡q✉✐r❡♠❡♥ts ❛ss♦❝✐❛t❡❞ ✇✐t❤ t❤❡ ♠❛♥❛❣❡♠❡♥t ♦❢ t❤♦s❡ ♣❧❛t❢♦r♠s ❛♥❞✱ ❜❛s❡❞ ♦♥t❤✐s ❝❧❛ss✐✜❝❛t✐♦♥✱ ✐❞❡♥t✐❢② ❝♦♠♠♦♥ r❡q✉✐r❡♠❡♥ts ❛♥❞ ❝❛♣❛❜✐❧✐t✐❡s✱ ✇❤✐❝❤ ✉❧t✐✲♠❛t❡❧② ❧❡❛❞s t♦ t❤❡ ♣r❡s❡♥t❛t✐♦♥ ♦❢ ❛ ♥❡✇ s②st❡♠ ♠❛♥❛❣❡♠❡♥t t♦♦❧✳ ❚❤✐s t♦♦❧✐s ✉♥❞❡r ❞❡✈❡❧♦♣♠❡♥t ♠❡r❣✐♥❣ ❛♥❞ ❡①t❡♥❞✐♥❣ ❡①✐st✐♥❣ t♦♦❧s✿ t❤❡ ❖❙❈❆❘ s②s✲t❡♠ ♠❛♥❛❣❡♠❡♥t t♦♦❧ ❬✼❪✱ t❤❡ ❳tr❡❡♠❖❙ ❣r✐❞ ♦♣❡r❛t✐♥❣ s②st❡♠ ❬✹✱ ✻❪✱ ❛♥❞ t❤❡❆❧❛❞❞✐♥✴●✺❑ ❬✷✱ ✺❪ ❣r✐❞ s②st❡♠ ♠❛♥❛❣❡♠❡♥t t♦♦❧s✳

✷ ❚❡r♠✐♥♦❧♦❣②

❈❧♦✉❞s✱ ❣r✐❞s✱ ❝❧✉st❡rs ❛♥❞ ▼PPs ❛r❡ ❜② ♥❛t✉r❡ ❞✐✛❡r❡♥t ❝♦♠♣✉t✐♥❣ ♣❧❛t❢♦r♠s✿s♦♠❡ s♣❛♥ ❛❝r♦ss ♠✉❧t✐♣❧❡ s✐t❡s✱ ❛♥❞ ♠✉❧t✐♣❧❡ ❛❞♠✐♥✐str❛t✐✈❡ ❞♦♠❛✐♥s✱ ✇❤❡r❡❛s♦t❤❡rs ❛r❡ s✐♥❣❧❡ s✐t❡ ❛♥❞ s✐♥❣❧❡ ❛❞♠✐♥✐str❛t✐✈❡ ❞♦♠❛✐♥s✳

❖✉r ❣♦❛❧ ✐s t♦ ❢❡❞❡r❛t❡ t♦♦❧s ❢♦r t❤❡ ♠❛♥❛❣❡♠❡♥t ♦❢ s✉❝❤ ♣❧❛t❢♦r♠s✳ ❚♦❛❝❝♦♠♣❧✐s❤ t❤✐s ❣♦❛❧ ❛❞❡q✉❛t❡ ❛❜str❛❝t✐♦♥s ❛r❡ ♠❛♥❞❛t♦r②✳ ❚❤✉s✱ ❜❡❢♦r❡ ✇❡❞❡s❝r✐❜❡ ♠♦r❡ ♣r❡❝✐s❡❧② t❤❡ ♣r♦♣♦s❡❞ s②st❡♠ ♠❛♥❛❣❡♠❡♥t s♦❢t✇❛r❡ ❛r❝❤✐t❡❝t✉r❡❢♦r t❤❡ ♠❛✐♥t❡♥❛♥❝❡ ♦❢ t❤❡s❡ ❞✐✈❡rs❡ ❡①❡❝✉t✐♦♥ ♣❧❛t❢♦r♠s✱ ✇❡ ❞❡s❝r✐❜❡ t❤❡ t❡r♠✐✲♥♦❧♦❣② ✉s❡❞ ✐♥ t❤❡ r❡st ♦❢ t❤✐s ❞♦❝✉♠❡♥t✳ ▼❛♥② ♦❢ t❤❡ t❡r♠s ❛r❡ ❛❧r❡❛❞② ✐♥ ✉s❡❜② t❤❡ ❝♦♠♠✉♥✐t②✱ ❜✉t ✇❡ ✐♥tr♦❞✉❝❡ t❤❡ ❝♦♥❝❡♣t ♦❢ ❱✐rt✉❛❧ P❧❛t❢♦r♠s ✭❱Ps✮ ✐♥♦r❞❡r t♦ ❧✐♥❦ ❛❧❧ t❤❡ ❡①✐st✐♥❣ ❛❜str❛❝t✐♦♥s ❛♥❞ ♠❛❦❡ s✉r❡ t❤❡② ❝❛♥ ❜❡ ✉s❡❞ ♦♥ ❛❧❧t❤❡ t❛r❣❡t ♣❧❛t❢♦r♠s✳

❚❤❡ ❞❡s❝r✐❜❡❞ ❛❜str❛❝t✐♦♥s ❛✐♠ t♦ ❤✐❞❡ ❝❤❛❧❧❡♥❣❡s ❝r❡❛t❡❞ ❜② t❤❡ ❡①❡❝✉t✐♦♥♦❢ ♣❛r❛❧❧❡❧ ❛♣♣❧✐❝❛t✐♦♥s ♦♥ ❞✐str✐❜✉t❡❞ ♣❧❛t❢♦r♠s✱ ❢r♦♠ t❤❡ ♠✉❧t✐✲s✐t❡✴♠✉❧t✐✲✉s❡r❝❛s❡✱ ❞♦✇♥ t♦ t❤❡ ✉♥✐✲s✐t❡✴✉♥✐✲✉s❡r ❝❛s❡✳ ❆❧s♦ ♥♦t❡ t❤❛t t❤r♦✉❣❤♦✉t t❤❡ ❞♦❝✉✲♠❡♥t✱ ❛ ✉s❡r ✐s ❡q✉✐✈❛❧❡♥t t♦ ❛♥ ✐♥st❛♥❝❡ ♦❢ ❛♥ ❛♣♣❧✐❝❛t✐♦♥✱ ✐✳❡✳✱ ✇❡ ❛ss✉♠❡ ❛✉s❡r ✐s r✉♥♥✐♥❣ ♦♥❡ ❛♥❞ ♦♥❧② ♦♥❡ ✐♥st❛♥❝❡ ♦❢ ❛ ❣✐✈❡♥ ❛♣♣❧✐❝❛t✐♦♥ ❛t ❛ t✐♠❡✳ ■❢ ❛✉s❡r ✇❛♥ts t♦ ❡①❡❝✉t❡ ♠✉❧t✐♣❧❡ ❛♣♣❧✐❝❛t✐♦♥s✱ ✇❡ ❛ss✉♠❡ t❤♦s❡ t✇♦ ❛♣♣❧✐❝❛t✐♦♥s❛r❡ ❞✐✛❡r❡♥t s✐♥❝❡ t❤❡ ❛ss♦❝✐❛t❡❞ r❡q✉✐r❡♠❡♥ts ♠❛② ❜❡ ❞✐✛❡r❡♥t✳ ❚❛❜❧❡ ✶ ❣✐✈❡s❛♥ ♦✈❡r✈✐❡✇ ♦❢ ♦✉r ❝❧❛ss✐✜❝❛t✐♦♥✳

▼✉❧t✐✲s✐t❡ ❙✐♥❣❧❡ s✐t❡

❙✐♥❣❧❡ ✉s❡r❱✐rt✉❛❧ ❖r❣❛♥✐③❛t✐♦♥s✭❱❖✮

❱✐rt✉❛❧ ❙②st❡♠ ❊♥✈✐r♦♥✲♠❡♥ts ✭❱❙❊✮

▼✉❧t✐✲✉s❡r ❱✐rt✉❛❧ P❧❛t❢♦r♠s ✭❱P✮

❚❛❜❧❡ ✶✿ ❈❧❛ss✐✜❝❛t✐♦♥ ♦❢ ❱❖s✱ ❱Ps✱ ❛♥❞ ❱❙❊s

✷✳✶ ❱✐rt✉❛❧ ❖r❣❛♥✐③❛t✐♦♥s

❆ ❱✐rt✉❛❧ ❖r❣❛♥✐③❛t✐♦♥ ✭❱❖✮ ❬✸❪ ❛❧❧♦✇s ♦♥❡ t♦ ❞❡♣❧♦② ❛♥ ❛♣♣❧✐❝❛t✐♦♥ ❛❝r♦ss ♠✉❧✲t✐♣❧❡ s✐t❡s ✇❤✐❝❤ ❝❛♥ ❜❡ ✐♥ ❞✐✛❡r❡♥t ❛❞♠✐♥✐str❛t✐✈❡ ❞♦♠❛✐♥s✱ ✐✳❡✳✱ ❱❖s ❛r❡ ❣❧♦❜❛❧❛♥❞ ♠✉❧t✐✲✉s❡rs✳ ❱❖s ❛r❡ t❤❡r❡❢♦r❡ ✇❡❧❧ s✉✐t❡❞ ❢♦r t❤❡ ❡①❡❝✉t✐♦♥ ♦❢ ❛♣♣❧✐❝❛t✐♦♥s❛❝r♦ss ❣r✐❞s✳

❋♦r t❤❛t✱ ❱✐rt✉❛❧ ❇r❡❡❞✐♥❣ ❊♥✈✐r♦♥♠❡♥ts ✭❱❇❊s✮ ❬✽❪ ❛r❡ ❝r❡❛t❡❞ ♦♥ ❡❛❝❤s✐t❡ ✐♥✈♦❧✈❡❞ ✐♥ ❛ ♠✉❧t✐✲s✐t❡ ❝♦❧❧❛❜♦r❛t✐♦♥ ❛♥❞ ❝❛♥ ❜❡ ✉s❡❞ ❛s ❛ ❢r❛♠❡✇♦r❦ ❢♦rt❤❡ ❝r❡❛t✐♦♥ ♦❢ ❛ ♥❡✇ ❱❖s✳ ■♥ ♦t❤❡r ✇♦r❞s✱ ❱❇❊s s♣❛♥ s❡✈❡r❛❧ ❞♦♠❛✐♥s ♦❢❛❞♠✐♥✐str❛t✐♦♥ ♦✈❡r ❞✐✛❡r❡♥t s✐t❡s ❛♥❞ ❛r❡ ❝♦♠♣♦s❡❞ ♦❢ ❛ s❡t ♦❢ r❡s♦✉r❝❡s ❛♥❞

❘❘ ♥➦ ✼✵✻✷

Page 9: Architecture for the Next Generation System Management ... · Clouds, grids, clusters and MPPs are by nature di erent computing platforms: some span across multiple sites, and multiple

✻ ●❡♦✛r♦② ❱❛❧❧é❡ ❡t ❛❧✳

✉s❡rs✳ ❆ ✉s❡r ❝❛♥ ✐♥st❛♥t✐❛t❡ ❛ ♥❡✇ ❱❖✱ ❜❛s❡❞ ♦♥ ❛ ❱❇❊✱ ❢♦r ✇❤✐❝❤ t❤❡ ♥❡✇♦✇♥❡r s♣❡❝✐✜❡s t❤❡ ❛ss♦❝✐❛t❡❞ r♦❧❡s✱ r✉❧❡s ❛♥❞ r❡s♦✉r❝❡s✳

✷✳✷ ❱✐rt✉❛❧ P❧❛t❢♦r♠s

❆ ❱✐rt✉❛❧ P❧❛t❢♦r♠ ✭❱P✮ ✐s ❛ ❧♦❝❛❧ ✐♥st❛♥t✐❛t✐♦♥ ♦❢ ❛ ❱❖✳ ■t t②♣✐❝❛❧❧② ❡①♣♦s❡st❤❡ ✈✐rt✉❛❧ ❤❛r❞✇❛r❡ t❤❛t ✜ts t❤❡ ♥❡❡❞s ♦❢ ❛ s♣❡❝✐✜❝ ❛♣♣❧✐❝❛t✐♦♥ ♦♥ ❛ ❣✐✈❡♥♣❧❛t❢♦r♠✳ ❘❡st❛t❡❞✱ ❛ s❡t ♦❢ ✈✐rt✉❛❧ r❡s♦✉r❝❡s ✐s ♣✉t t♦❣❡t❤❡r t♦ ❝r❡❛t❡ ❛ ❱P✱✇❤✐❝❤ ✐s ❛ s✉❜s❡t ♦❢ t❤❡ ❧♦❝❛❧ ❤❛r❞✇❛r❡ r❡s♦✉r❝❡✳ ❉♦✐♥❣ s♦✱ ✐t ✐s ♣♦ss✐❜❧❡ t♦♣❛rt✐t✐♦♥ t❤❡ ❧♦❝❛❧ r❡s♦✉r❝❡s ❛♥❞ ❛❧❧♦❝❛t❡ t❤❡♠ t♦ ❞✐✛❡r❡♥t ❱❖s✳ ❚❤❡r❡❢♦r❡ ❛t ❛❣✐✈❡♥ s✐t❡✱ ✐t ✐s ♣♦ss✐❜❧❡ t♦ ✐♥st❛♥t✐❛t❡ ❱❖s✱ ✏♣❛rt✐t✐♦♥✐♥❣✑ t❤❡ s②st❡♠✳ ❚❤❡ ❧♦❝❛❧✐♥st❛♥t✐❛t✐♦♥ ♦❢ t❤❡ ❱❖ ✐♠♣❧❡♠❡♥ts t❤❡ ❛ss♦❝✐❛t❡❞ s②st❡♠ ♣♦❧✐❝✐❡s✱ t②♣✐❝❛❧❧② ❢♦rr❡s♦✉r❝❡ ♠❛♥❛❣❡♠❡♥t ✭❡✳❣✳✱ ✇❤❡r❡ t❤❡ ❱P s❤♦✉❧❞ ❜❡ ❝r❡❛t❡❞❄✮✱ ❛♥❞ ❢♦r ✉s❡r❛❝❝❡ss ✭❡✳❣✳✱ ✇❤♦ ✐s ❛❧❧♦✇❡❞ t♦ ❛❝❝❡ss ❛ ❣✐✈❡♥ ❱P❄✮✳

❆ ❱✐rt✉❛❧ P❧❛t❢♦r♠ ✭❱P✮ ✐s ❛ ✈✐❡✇ ❡①♣♦s❡❞ t♦ t❤❡ ✉s❡rs✱ ❜❛s❡❞ ♦♥ ✈✐rt✉❛❧r❡s♦✉r❝❡s✱ ✐✳❡✳✱ ❧♦❝❛❧ ❛♥❞ ♠✉❧t✐✲✉s❡r✳ ❆ ❱P ✐s t❤❡♥ ❛ss♦❝✐❛t❡❞ t♦ ❛ ❱❙❊ ❢♦r ✐ts❛❝t✉❛❧ s♦❢t✇❛r❡ ❝♦♥✜❣✉r❛t✐♦♥✳

✷✳✸ ❱✐rt✉❛❧ ❙②st❡♠ ❊♥✈✐r♦♥♠❡♥ts

❆ ❱✐rt✉❛❧ ❙②st❡♠ ❊♥✈✐r♦♥♠❡♥t ✭❱❙❊✮ ❛❧❧♦✇s ♦♥❡ t♦ ❞❡s❝r✐❜❡ ❛♥ ❛♣♣❧✐❝❛t✐♦♥✬ss♦❢t✇❛r❡ ♥❡❡❞s ❛♥❞ ❝❛♥ ❜❡ ❞❡♣❧♦②❡❞ ♦♥ ❛♥② ❦✐♥❞ ♦❢ s✐♥❣❧❡ s✐t❡ ✴ s✐♥❣❧❡ ❛❞♠✐♥✐s✲tr❛t✐✈❡ ❞♦♠❛✐♥ ✭❡✳❣✳✱ ✉s✐♥❣ ❛ ❞✐s❦✲❧❡ss ♦r ❞✐s❦✲❢✉❧❧ ♣❧❛t❢♦r♠ ❛♥❞✴♦r r❡❛❧ ♦r ✈✐rt✉❛❧❤❛r❞✇❛r❡✮ ❬✶❪✳

❚❤❡ s♦❢t✇❛r❡ r❡q✉✐r❡♠❡♥ts ❢♦r ❛ ❣✐✈❡♥ ❛♣♣❧✐❝❛t✐♦♥ ❛r❡ t②♣✐❝❛❧❧② ❝♦♥str❛✐♥ts♦♥ t❤❡ ♦♣❡r❛t✐♥❣ s②st❡♠ ✭❖❙✮ ❛♥❞ r✉♥✲t✐♠❡ ❡♥✈✐r♦♥♠❡♥t ✭❘❚❊✮✳ ❋♦r ✐♥st❛♥❝❡✱❛♥ ▼P■ ❛♣♣❧✐❝❛t✐♦♥ ❝❛♥ ❜❡ ❞❡s✐❣♥❡❞ t♦ r✉♥ ♦♥ t♦♣ ♦❢ ❘❡❞ ❍❛t ❊♥t❡r♣r✐s❡ ▲✐♥✉①✹✳✵ ✇✐t❤ ▲❆▼✴▼P■ ✼✳✶✳✸✳ ■❢ t❤♦s❡ ❝♦♥str❛✐♥ts ❝❤❛♥❣❡ ✭❡✳❣✳✱ ✉♣❞❛t❡ ♦❢ t❤❡ t❛r✲❣❡t ♣❧❛t❢♦r♠ s♦❢t✇❛r❡ ❝♦♥✜❣✉r❛t✐♦♥✮✱ ♠♦st ❧✐❦❡❧② t❤❡ ❛♣♣❧✐❝❛t✐♦♥ ✇✐❧❧ ❤❛✈❡ t♦ ❜❡♠♦❞✐✜❡❞✱ ♣♦rt❡❞✳ ❋✉rt❤❡r♠♦r❡✱ ✐t ✐s ✐♠♣♦rt❛♥t t♦ ❞❡❝♦✉♣❧❡ t❤❡ ❞❡✜♥✐t✐♦♥ ♦❢ t❤❡❛♣♣❧✐❝❛t✐♦♥✬s ♥❡❡❞s ✐♥ t❡r♠s ♦❢ ❘❚❊ ❛♥❞ ✇❤❛t ❝♦♠♣♦♥❡♥ts s②st❡♠ ❛❞♠✐♥✐str❛✲t♦rs ✇❛♥t t♦ ❤❛✈❡ ✐♥ ❡❛❝❤ ❡♥✈✐r♦♥♠❡♥t ✉s❡❞ ❜② ❛♣♣❧✐❝❛t✐♦♥s✳

❍♦✇❡✈❡r✱ t❤❡ s❝✐❡♥❝❡ r❡s✐❞❡s ✐♥ t❤❡ ❛♣♣❧✐❝❛t✐♦♥s ❛♥❞ ♥♦t ✐♥ t❤❡ t❡❝❤♥✐❝❛❧❞❡t❛✐❧s ❛❜♦✉t t❤❡ r❡q✉✐r❡♠❡♥ts ❢♦r t❤❡ ❡①❡❝✉t✐♦♥ ♦❢ t❤♦s❡ ❛♣♣❧✐❝❛t✐♦♥s ♦♥ ❍P❈s②st❡♠s✳ ■♥ ♦t❤❡r ✇♦r❞s✱ ❛♣♣❧✐❝❛t✐♦♥ ❞❡✈❡❧♦♣❡rs s❤♦✉❧❞ ♥♦t ❤❛✈❡ t♦ ❞❡❛❧ ✇✐t❤❛♣♣❧✐❝❛t✐♦♥ ♠♦❞✐✜❝❛t✐♦♥s ❞✉❡ t♦ ✭✉♥❞❡s✐r❡❞✮ ❣❡♥❡r❛❧ s♦❢t✇❛r❡ ✉♣❞❛t❡s✱ ✇❤✐❝❤ ❞♦♥♦t ✜t t❤❡✐r s❝✐❡♥t✐✜❝ r♦❛❞♠❛♣✳

❙②st❡♠✲❧❡✈❡❧ ✈✐rt✉❛❧✐③❛t✐♦♥ ❡♥❛❜❧❡s t❤❡ ❝r❡❛t✐♦♥ ♦❢ ✈✐rt✉❛❧ ❛♣♣❧✐❛♥❝❡s✱ ✐✳❡✳✱✈✐rt✉❛❧ ♠❛❝❤✐♥❡ ✐♠❛❣❡s ❝✉st♦♠✐③❡❞ ❢♦r t❤❡ ❡①❡❝✉t✐♦♥ ♦❢ ❛ ❣✐✈❡♥ ❛♣♣❧✐❝❛t✐♦♥✳❍♦✇❡✈❡r✱ t❤❡ ❞❡✜♥✐t✐♦♥ ♦❢ t❤❡ ❛♣♣❧✐❝❛t✐♦♥ ❡♥✈✐r♦♥♠❡♥ts ✐♥ s✉❝❤ ❛♣♣❧✐❛♥❝❡s ✐sst✐❧❧ ♠❛✐♥❧② ♠❛♥✉❛❧✳ ❋✉rt❤❡r♠♦r❡✱ ❜❡❝❛✉s❡ ♦❢ ❛ ❧❛❝❦ ♦❢ ❣❡♥❡r✐❝♥❡ss ✭t❤❡ ❝♦♥❝❡♣t♦❢ ❛♣♣❧✐❛♥❝❡ ✐s ❞❡❡♣❧② t✐❣❤t t♦ s②st❡♠✲❧❡✈❡❧ ✈✐rt✉❛❧✐③❛t✐♦♥✮✱ ✐t ✐s ♥♦t ♣♦ss✐❜❧❡ t♦❞❡♣❧♦② ❛♥ ❡①✐st✐♥❣ ✈✐rt✉❛❧ ❛♣♣❧✐❛♥❝❡ ♦♥ t♦♣ ♦❢ ❛ st❛♥❞❛r❞ s②st❡♠ ✭✐✳❡✳✱ ❞✐s❦✲❧❡ss♦r ❞✐s❦✲❢✉❧❧ s②st❡♠s✮✳

❚❤❡ ❱❙❊ ✐s t❤❡r❡❢♦r❡ ❛ ♠❡t❛✲❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ r✉♥✲t✐♠❡ ❡♥✈✐r♦♥♠❡♥t r❡✲q✉✐r❡❞ ❜② ❛ ❣✐✈❡♥ ❛♣♣❧✐❝❛t✐♦♥ ❢♦r ❛ s✐♥❣❧❡ s✐t❡ ✐♥ ❛ s✐♥❣❧❡ ❞♦♠❛✐♥ ♦❢ ❛❞♠✐♥✐str❛✲t✐♦♥✱ ❛♥❞ ❛ s✐♥❣❧❡ ✉s❡r✳

■◆❘■❆

Page 10: Architecture for the Next Generation System Management ... · Clouds, grids, clusters and MPPs are by nature di erent computing platforms: some span across multiple sites, and multiple

❆r❝❤✐t❡❝t✉r❡ ❢♦r t❤❡ ◆❡①t ●❡♥❡r❛t✐♦♥ ❙②st❡♠ ▼❛♥❛❣❡♠❡♥t ❚♦♦❧s ❢♦r ❍P❈ ✼

✸ ▼❛♥❛❣❡♠❡♥t ♦❢ ❊①❡❝✉t✐♦♥ ❊♥✈✐r♦♥♠❡♥ts ♦♥ ❉✐s✲

tr✐❜✉t❡❞ ❛♥❞ P❛r❛❧❧❡❧ P❧❛t❢♦r♠s

❋✐❣✉r❡ ✶ ♣r❡s❡♥ts t❤❡ ♣r♦♣♦s❡❞ s♦❢t✇❛r❡ ❛r❝❤✐t❡❝t✉r❡ ❢♦r t❤❡ ♠❛♥❛❣❡♠❡♥t ♦❢❝❧♦✉❞s✱ ❣r✐❞s✱ ❝❧✉st❡rs ❛♥❞ ▼PPs✳ ❚❤✐s ♠❛♥❛❣❡♠❡♥t s♦❢t✇❛r❡ ✐s ♣r✐♠❛r✐❧② ❝♦♠✲

Application

Hardware

Requirements

Software

Requirements

Platform

Description

(including VBEs)

VO VP VSE

Driver

Disk-full Cluster

OSCAR-V

MPP

OSCAR-V

Disk-less Cluster

OSCAR-V

User A allocation

User B allocation

Com

puting S

ites

Logic

al V

iew

of

the S

yste

m M

anagem

ent

Soft

ware

❋✐❣✉r❡ ✶✿ ❖✈❡r✈✐❡✇ ♦❢ t❤❡ ❙②st❡♠ ▼❛♥❛❣❡♠❡♥t ❙♦❢t✇❛r❡

♣♦s❡❞ ♦❢ t✇♦ ♣❛rts✿ ✐✮ t❤❡ t♦♦❧s ✉s❡❞ t♦ ❞❡s❝r✐❜❡ t❤❡ ❝♦♥✜❣✉r❛t✐♦♥ ❢♦r t❤❡ ❛♣♣❧✐✲❝❛t✐♦♥✬s ❡①❡❝✉t✐♦♥ ❡♥✈✐r♦♥♠❡♥t✱ ❛♥❞ ✐✐✮ t❤❡ t♦♦❧s t❤❛t ✇✐❧❧ ❛❝t✉❛❧❧② ❞❡♣❧♦② t❤✐s❡♥✈✐r♦♥♠❡♥t ♦♥ ❛ s❡t ♦❢ r❡s♦✉r❝❡s✳

❘❘ ♥➦ ✼✵✻✷

Page 11: Architecture for the Next Generation System Management ... · Clouds, grids, clusters and MPPs are by nature di erent computing platforms: some span across multiple sites, and multiple

✽ ●❡♦✛r♦② ❱❛❧❧é❡ ❡t ❛❧✳

✸✳✶ ❈♦♥✜❣✉r❛t✐♦♥ ♦❢ t❤❡ ❆♣♣❧✐❝❛t✐♦♥ ❊①❡❝✉t✐♦♥ ❊♥✈✐r♦♥✲

♠❡♥t

❚♦ ♣r❡♣❛r❡ t❤❡ ❛♣♣❧✐❝❛t✐♦♥ ❡①❡❝✉t✐♦♥ ❡♥✈✐r♦♥♠❡♥t✱ t❤❡ ♣r♦♣♦s❡❞ s♦❢t✇❛r❡ ✐s❜❛s❡❞ ♦♥ t❤❡ ❛♣♣❧✐❝❛t✐♦♥ ❞❡s❝r✐♣t✐♦♥ ✭❜♦t❤ ✐♥ t❡r♠s ♦❢ s♦❢t✇❛r❡ ❛♥❞ ❤❛r❞✇❛r❡✮✱❛♥❞ ♦♥ t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ ❛✈❛✐❧❛❜❧❡ r❡s♦✉r❝❡s✳

❚❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ ❛✈❛✐❧❛❜❧❡ r❡s♦✉r❝❡s ✐s ❜❛s❡❞ ♦♥ ❱❇❊s✳ ❆ ❱❇❊ ✐s ❝♦♠♣♦s❡❞♦❢ ❛ s❡t ♦❢ r❡s♦✉r❝❡s ✭❡✳❣✳✱ ❝♦♠♣✉t❡rs✱ ✉s❡rs✮ ❛♥❞ ❛ s❡t ♦❢ ♣♦❧✐❝✐❡s t❤❛t s♣❡❝✐❢②✐♥❣✇❤❛t ❱❇❊ ♠❡♠❜❡rs ❝❛♥ ❞♦✳ ❲❤❡♥ ❛♥ ❛♣♣❧✐❝❛t✐♦♥ ✐s s✉❜♠✐tt❡❞✱ ❛ ♥❡✇ ❱❖ ✐s❝r❡❛t❡❞ ❜❛s❡❞ ♦♥ ❛ ❱❇❊✳

❇❛s❡❞ ♦♥ t❤✐s ❝♦♥✜❣✉r❛t✐♦♥ ❞❛t❛✱ ✐t ✐s ♣♦ss✐❜❧❡ t♦ ❞❡✜♥❡ ❛ ❱❖ ❛♥❞ ❤♦✇ t♦❞❡♣❧♦② ✐t ♦♥ t❤❡ t❛r❣❡t ♣❧❛t❢♦r♠s✳ ❖♥ ❡❛❝❤ s✐t❡✱ t❤✐s ❞❡♣❧♦②♠❡♥t ✐s ❜❛s❡❞ ♦♥❛ ❱P ✇❤✐❝❤ ✐s ✐ts❡❧❢ ❜❛s❡❞ ♦♥ ❛ ❱❙❊✿ ❡❛❝❤ s✐t❡ ♦♥❧② r❡❝❡✐✈❡s t❤❡ ❞❡s❝r✐♣t✐♦♥♦❢ t❤❡ ❡♥✈✐r♦♥♠❡♥t t❤❛t ♥❡❡❞s t♦ ❜❡ ❞❡♣❧♦②❡❞ ❧♦❝❛❧❧② ✭✐✳❡✳✱ ❛ ❱P ✐s t❤❡ ❧♦❝❛❧✐♥st❛♥t✐❛t✐♦♥ ♦❢ ❛ ❱❖✮✱ ❜❛s❡❞ ♦♥ ❛ s♦❢t✇❛r❡ ❡♥✈✐r♦♥♠❡♥t ✭s♣❡❝✐✜❡❞ ❜② ❛ ❱❙❊✮✳

❚❤✐s ❛♣♣r♦❛❝❤ ❛❧❧♦✇s ✉s t♦ ♦♥❧② ❡①❝❤❛♥❣❡ ❝♦♥✜❣✉r❛t✐♦♥ ❞❛t❛✱ ❧✐♠✐t✐♥❣ t❤❡❛♠♦✉♥t ♦❢ ❞❛t❛ t❤❛t ♥❡❡❞s t♦ ❜❡ ❡①❝❤❛♥❣❡❞ ❜❡t✇❡❡♥ t❤❡ ❞✐✛❡r❡♥t s✐t❡s✳ ❚❤✐s❛❧s♦ ❛❧❧♦✇s ✉s t♦ s❡♥❞ ❡❛❝❤ s✐t❡ ❝♦♥✜❣✉r❛t✐♦♥ ❞❛t❛ t❤❛t ✐s s♣❡❝✐✜❝ t♦ t❤❡ ❧♦❝❛❧❝♦♥✜❣✉r❛t✐♦♥✿ ❞❛t❛ ❛❜♦✉t t❤❡ ❣❧♦❜❛❧ ❝♦♥✜❣✉r❛t✐♦♥ ✐s ♥♦t s❡♥t t♦ ❡❛❝❤ ♥♦❞❡✱✐♥❝r❡❛s✐♥❣ t❤❡ ♦✈❡r❛❧❧ s❡❝✉r✐t② ♦❢ t❤❡ s②st❡♠✳

✸✳✷ ❉❡♣❧♦②♠❡♥t ♦❢ ❆♣♣❧✐❝❛t✐♦♥ ❊①❡❝✉t✐♦♥ ❊♥✈✐r♦♥♠❡♥ts

❖♥❝❡ t❤❡ ♦✈❡r❛❧❧ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ❡♥✈✐r♦♥♠❡♥t ♥❡❡❞❡❞ ❢♦r t❤❡ ❡①❡❝✉t✐♦♥ ♦❢ ❛❣✐✈❡♥ ❛♣♣❧✐❝❛t✐♦♥ ✐s ❞❡t❡r♠✐♥❡❞✱ ✐t ✐s ♣♦ss✐❜❧❡ t♦ ✐♥st❛♥t✐❛t❡ t❤❛t ❡♥✈✐r♦♥♠❡♥t♦♥ t❤❡ t❛r❣❡t ♥♦❞❡s✳ ❙✐♥❝❡ t❤♦s❡ ♥♦❞❡s ❝❛♥ s♣❛♥ ♠✉❧t✐♣❧❡ s✐t❡s ❛♥❞ ♠✉❧t✐♣❧❡❛❞♠✐♥✐str❛t✐✈❡ ❞♦♠❛✐♥s✱ ❛ ❞r✐✈❡r ✐s ✐♥ ❝❤❛r❣❡ ♦❢ s❡❧❡❝t✐♥❣ t❤❡ ❛♣♣r♦♣r✐❛t❡ s✐t❡s❛♥❞ s❡♥❞✐♥❣ t❤❡ ❝♦♥✜❣✉r❛t✐♦♥ ❞❛t❛ s♣❡❝✐✜❝ t♦ t❤♦s❡ s✐t❡s✳

❆t ❡❛❝❤ s✐t❡✱ ❖❙❈❆❘✲❱ ❬✾❪ ❛❝t✉❛❧❧② r❡❝❡✐✈❡s t❤❡ ❝♦♥✜❣✉r❛t✐♦♥ ✐♥❢♦r♠❛t✐♦♥❢r♦♠ t❤❡ ❞r✐✈❡r ❛♥❞ ✉❧t✐♠❛t❡❧② ❞❡♣❧♦②s t❤❡ ❡♥✈✐r♦♥♠❡♥t ♥❡❡❞❡❞ ❢♦r t❤❡ ❡①❡❝✉t✐♦♥♦❢ t❤❡ ❛♣♣❧✐❝❛t✐♦♥✳ ❇② ❧❡✈❡r❛❣✐♥❣ ❖❙❈❆❘✲❱✱ t❤✐s ❡♥✈✐r♦♥♠❡♥t ❝❛♥ ❜❡ ❜❛s❡❞ ♦♥❛ ♥✉♠❜❡r ♦❢ s②st❡♠ ❝♦♥✜❣✉r❛t✐♦♥s✱ t♦ ✐♥❝❧✉❞❡✿ st❛♥❞❛r❞ ❞✐s❦✲❢✉❧❧ ✫ ❞✐s❦✲❧❡sss②st❡♠ ❝♦♥✜❣✉r❛t✐♦♥s ❛♥❞ ♣❤②s✐❝❛❧ ✫ ✈✐rt✉❛❧ ♠❛❝❤✐♥❡s✳

✸✳✸ ■♠♣❧❡♠❡♥t❛t✐♦♥

❚❤❡ ❳tr❡❡♠❖❙ ♣r♦t♦t②♣❡ ❝✉rr❡♥t❧② ♣r♦✈✐❞❡s t♦♦❧s ❢♦r t❤❡ ❞❡♣❧♦②♠❡♥t ❛♥❞ ♠❛♥✲❛❣❡♠❡♥t ♦❢ ❱❖s ❜❛s❡❞ ♦♥ t❤❡ ❝♦♥❝❡♣t ♦❢ ❛ ❱❇❊✳ ■♥ ❝♦♥tr❛st✱ ❖❙❈❆❘✲❱ ❝✉rr❡♥t❧②s✉♣♣♦rts t❤❡ ❝♦♥❝❡♣t ♦❢ ❛ ❱❙❊✱ ❛♥❞ ❝❛♥ ❜❡ ✉s❡❞ ❢♦r ❛♥② ❝♦♠❜✐♥❛t✐♦♥ ♦❢ ❞✐s❦✲❧❡ss✴❞✐s❦✲❢✉❧❧ s②st❡♠s ❛♥❞ ♣❤②s✐❝❛❧✴✈✐rt✉❛❧ ❤❛r❞✇❛r❡✳ ❚❤❡ ❝♦♥❝❡♣t ♦❢ ❛ ✈✐rt✉❛❧♣❧❛t❢♦r♠ ✭❱P✮ ✐s ❝✉rr❡♥t❧② ✉♥❞❡r ❞❡✈❡❧♦♣♠❡♥t ❛♥❞ ✇✐❧❧ ❜❡ ❛ ❝❡♥tr❛❧ ♣✐❡❝❡ ❢♦rt❤❡ ✐♥t❡❣r❛t✐♦♥ ♦❢ ❖❙❈❆❘✲❱ ❛♥❞ ❳tr❡❡♠❖❙✳

✹ ❈♦♥❝❧✉s✐♦♥

■♥ t❤✐s ♣❛♣❡r✱ ✇❡ ♣r❡s❡♥t❡❞ t❤❡ ❛r❝❤✐t❡❝t✉r❡ ♦❢ ❛ ♥❡✇ t♦♦❧ ❢♦r t❤❡ ♠❛♥❛❣❡♠❡♥t♦❢ ❝❧✉st❡rs✱ ▼PPs✱ ❣r✐❞s ❛♥❞ ❝❧♦✉❞s✳ ❚❤❡ ❦❡② ♦❢ t❤❡ ❛r❝❤✐t❡❝t✉r❡ ✐s t♦ ✐♥❝❧✉❞❡❛❞❡q✉❛t❡ ❛❜str❛❝t✐♦♥s s♦ ♠❛♥② s♦❢t✇❛r❡ ✏❝♦♠♣♦♥❡♥ts✑ ❝♦✉❧❞ ❜❡ r❡✉s❡❞✳

❋✉rt❤❡r♠♦r❡✱ ♦♥❡ ♦❢ t❤❡ ♠❛❥♦r ❜❡♥❡✜ts ♦❢ t❤❡ ♣r♦♣♦s❡❞ ❛r❝❤✐t❡❝t✉r❡ ✐s t♦❛❞❛♣t t❤❡ s②st❡♠ ❡♥✈✐r♦♥♠❡♥t t♦ ✉s❡r ♥❡❡❞s ✇✐t❤♦✉t ❝♦♠♣r♦♠✐s✐♥❣ t❤❡ ❝♦♥tr♦❧

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❆r❝❤✐t❡❝t✉r❡ ❢♦r t❤❡ ◆❡①t ●❡♥❡r❛t✐♦♥ ❙②st❡♠ ▼❛♥❛❣❡♠❡♥t ❚♦♦❧s ❢♦r ❍P❈ ✾

❝❛♣❛❜✐❧✐t✐❡s ♦❢ s②st❡♠ ❛❞♠✐♥✐str❛t♦rs✳ ❚❤✐s ❡♥❛❜❧❡s s❝✐❡♥t✐sts t♦ ❡❛s✐❧② ❞❡s❝r✐❜❡t❤❡✐r ❛♣♣❧✐❝❛t✐♦♥✬s ♥❡❡❞s ✐♥ t❡r♠s ♦❢ s♦❢t✇❛r❡ ❛♥❞ t❤❡ ❤❛r❞✇❛r❡ r❡s♦✉r❝❡s ❛♥❞t❤❡♥ t❤❡ s②st❡♠ ✇✐❧❧ ❛✉t♦♠❛t✐❝❛❧❧② ❝r❡❛t❡ t❤❡ ❝♦rr❡❝t ❡♥✈✐r♦♥♠❡♥t ❢♦r t❤❡ t❛r❣❡ts②st❡♠s✳ ❋♦r t❤❛t✱ t❤❡ ♣r♦♣♦s❡❞ ❛r❝❤✐t❡❝t✉r❡ ✐♥❝❧✉❞❡s ❛❜str❛❝t✐♦♥s ❢♦r st❛♥❞❛r❞r❡s♦✉r❝❡✱ ✉s❡rs ❛♥❞ ❛♣♣❧✐❝❛t✐♦♥ ♠❛♥❛❣❡♠❡♥t s♦❢t✇❛r❡✳

❯❧t✐♠❛t❡❧②✱ t❤❡ ♣r♦♣♦s❡❞ ❛r❝❤✐t❡❝t✉r❡ ♣r♦✈✐❞❡s ♣♦✇❡r❢✉❧ t♦♦❧s t❤❛t ❝♦✉❧❞❜❡ r❡✉s❡❞ ✐♥ ♠❛♥② ❞✐✛❡r❡♥t ❝♦♥t❡①ts✱ ❣✉❛r❛♥t❡❡✐♥❣ st❛❜✐❧✐t② ❛♥❞ ❝♦♠♣❛t✐❜✐❧✐t②✇❤✐❝❤ ✉❧t✐♠❛t❡❧② s❤♦✉❧❞ ❡❛s❡ t❤❡ s❝✐❡♥t✐sts✬ ❧✐❢❡✳

❘❘ ♥➦ ✼✵✻✷

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✶✵ ●❡♦✛r♦② ❱❛❧❧é❡ ❡t ❛❧✳

❈♦♥t❡♥ts

✶ ■♥tr♦❞✉❝t✐♦♥ ✹

✷ ❚❡r♠✐♥♦❧♦❣② ✺

✷✳✶ ❱✐rt✉❛❧ ❖r❣❛♥✐③❛t✐♦♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✷✳✷ ❱✐rt✉❛❧ P❧❛t❢♦r♠s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✷✳✸ ❱✐rt✉❛❧ ❙②st❡♠ ❊♥✈✐r♦♥♠❡♥ts ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻

✸ ▼❛♥❛❣❡♠❡♥t ♦❢ ❊①❡❝✉t✐♦♥ ❊♥✈✐r♦♥♠❡♥ts ♦♥ ❉✐str✐❜✉t❡❞ ❛♥❞

P❛r❛❧❧❡❧ P❧❛t❢♦r♠s ✼

✸✳✶ ❈♦♥✜❣✉r❛t✐♦♥ ♦❢ t❤❡ ❆♣♣❧✐❝❛t✐♦♥ ❊①❡❝✉t✐♦♥ ❊♥✈✐r♦♥♠❡♥t ✳ ✳ ✳ ✳ ✳ ✽✸✳✷ ❉❡♣❧♦②♠❡♥t ♦❢ ❆♣♣❧✐❝❛t✐♦♥ ❊①❡❝✉t✐♦♥ ❊♥✈✐r♦♥♠❡♥ts ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✸✳✸ ■♠♣❧❡♠❡♥t❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽

✹ ❈♦♥❝❧✉s✐♦♥ ✽

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❆r❝❤✐t❡❝t✉r❡ ❢♦r t❤❡ ◆❡①t ●❡♥❡r❛t✐♦♥ ❙②st❡♠ ▼❛♥❛❣❡♠❡♥t ❚♦♦❧s ❢♦r ❍P❈ ✶✶

❘❡❢❡r❡♥❝❡s

❬✶❪ ❱✐rt✉❛❧ s②st❡♠ ❡♥✈✐r♦♥♠❡♥ts✳ ■♥ ❙②st❡♠s ❛♥❞ ❱✐rt✉❛❧✐③❛t✐♦♥ ▼❛♥❛❣❡♠❡♥t✳❙t❛♥❞❛r❞s ❛♥❞ ◆❡✇ ❚❡❝❤♥♦❧♦❣✐❡s✱ ✈♦❧✉♠❡ ✶✽ ♦❢ ❈♦♠♠✉♥✐❝❛t✐♦♥s ✐♥ ❈♦♠✲♣✉t❡r ❛♥❞ ■♥❢♦r♠❛t✐♦♥ ❙❝✐❡♥❝❡✱ ♣❛❣❡s ✼✷✕✽✸✳ ❙♣r✐♥❣❡r ❇❡r❧✐♥ ❍❡✐❞❡❧❜❡r❣✱❖❝t♦❜❡r ✷✶✲✷✷✱ ✷✵✵✽✳

❬✷❪ ❘❛♣❤❛❡❧ ❇♦❧③❡✱ ❋r❛♥❝❦ ❈❛♣♣❡❧❧♦✱ ❊❞❞② ❈❛r♦♥✱ ▼✐❝❤❡❧ ❉❛②❞é✱ ❋r❡❞❡r✐❝ ❉❡✲s♣r❡③✱ ❊♠♠❛♥✉❡❧ ❏❡❛♥♥♦t✱ ❨✈♦♥ ❏é❣♦✉✱ ❙té♣❤❛♥❡ ▲❛♥tér✐✱ ❏✉❧✐❡♥ ▲❡❞✉❝✱◆♦✉r❡❞✐♥❡ ▼❡❧❛❜✱ ●✉✐❧❧❛✉♠❡ ▼♦r♥❡t✱ ❘❛②♠♦♥❞ ◆❛♠②st✱ P❛s❝❛❧❡ Pr✐♠❡t✱❇❡♥❥❛♠✐♥ ◗✉❡t✐❡r✱ ❖❧✐✈✐❡r ❘✐❝❤❛r❞✱ ❊❧✲●❤❛③❛❧✐ ❚❛❧❜✐✱ ❛♥❞ ■ré❛ ❚♦✉❝❤❡✳●r✐❞✬✺✵✵✵✿ ❛ ❧❛r❣❡ s❝❛❧❡ ❛♥❞ ❤✐❣❤❧② r❡❝♦♥✜❣✉r❛❜❧❡ ❡①♣❡r✐♠❡♥t❛❧ ●r✐❞t❡st❜❡❞✳ ■♥t❡r♥❛t✐♦♥❛❧ ❏♦✉r♥❛❧ ♦❢ ❍✐❣❤ P❡r❢♦r♠❛♥❝❡ ❈♦♠♣✉t✐♥❣ ❆♣♣❧✐❝❛✲t✐♦♥s✱ ✷✵✭✹✮✿✹✽✶✕✹✾✹✱ ◆♦✈❡♠❜❡r ✷✵✵✻✳

❬✸❪ ▼❛ss✐♠♦ ❈♦♣♣♦❧❛✱ ❨✈♦♥ ❏é❣♦✉✱ ❇r✐❛♥ ▼❛tt❤❡✇s✱ ❈❤r✐st✐♥❡ ▼♦r✐♥✱▲✉✐s P❛❜❧♦ Pr✐❡t♦✱ Ós❝❛r ❉❛✈✐❞ ❙á♥❝❤❡③✱ ❊r✐❝❛ ❨✳ ❨❛♥❣✱ ❛♥❞ ❍❛✐②❛♥ ❨✉✳❱✐rt✉❛❧ ♦r❣❛♥✐③❛t✐♦♥ s✉♣♣♦rt ✇✐t❤✐♥ ❛ ❣r✐❞✲✇✐❞❡ ♦♣❡r❛t✐♥❣ s②st❡♠✳ ■❊❊❊■♥t❡r♥❡t ❈♦♠♣✉t✐♥❣✱ ✶✷✭✷✮✿✷✵✕✷✽✱ ✷✵✵✽✳

❬✹❪ ❚♦♥✐ ❈♦rt❡s✱ ❈❛rst❡♥ ❋r❛♥❦❡✱ ❨✈♦♥ ❏é❣♦✉✱ ❚❤✐❧♦ ❑✐❡❧♠❛♥♥✱ ❉♦♠❡♥✐❝♦▲❛❢♦r❡♥③✱ ❇r✐❛♥ ▼❛tt❤❡✇s✱ ❈❤r✐st✐♥❡ ▼♦r✐♥✱ ▲✉✐s P❛❜❧♦ Pr✐❡t♦✱ ❛♥❞ ❆❧❡①❛♥✲❞❡r ❘❡✐♥❡❢❡❧❞✳ ❳tr❡❡♠❖❙✿ ❛ ❱✐s✐♦♥ ❢♦r ❛ ●r✐❞ ❖♣❡r❛t✐♥❣ ❙②st❡♠✳ ❚❡❝❤♥✐❝❛❧r❡♣♦rt ✹✱ ❳tr❡❡♠❖❙ ❊✉r♦♣❡❛♥ ■♥t❡❣r❛t❡❞ Pr♦❥❡t✱ ▼❛② ✷✵✵✽✳

❬✺❪ ❏érô♠❡ ●❛❧❧❛r❞✱ ❖❛♥❛ ●♦❣❛✱ ❆❞r✐❡♥ ▲❡❜r❡✱ ❛♥❞ ❈❤r✐st✐♥❡ ▼♦r✐♥✳ ❱▼❞❡♣❧♦②✱■♠♣r♦✈✐♥❣ ❇❡st✲❊✛♦rt ❏♦❜ ▼❛♥❛❣❡♠❡♥t ✐♥ ●r✐❞✺✵✵✵✳ ❚❡❝❤♥✐❝❛❧ ❘❡♣♦rt ❘❘✲✻✼✻✹✱ ■◆❘■❆✱ ❉❡❝❡♠❜❡r ✷✵✵✽✳

❬✻❪ ❈❤r✐st✐♥❡ ▼♦r✐♥✳ ❳tr❡❡♠❖❙✿ ❆ ●r✐❞ ❖♣❡r❛t✐♥❣ ❙②st❡♠ ▼❛❦✐♥❣ ②♦✉r ❈♦♠✲♣✉t❡r ❘❡❛❞② ❢♦r P❛rt✐❝✐♣❛t✐♥❣ ✐♥ ❱✐rt✉❛❧ ❖r❣❛♥✐③❛t✐♦♥s✳ ■♥ ■❙❖❘❈✬✵✼✿Pr♦❝❡❡❞✐♥❣s ♦❢ t❤❡ ✶✵t❤ ■❊❊❊ ■♥t❡r♥❛t✐♦♥❛❧ ❙②♠♣♦s✐✉♠ ♦♥ ❖❜❥❡❝t ❛♥❞❈♦♠♣♦♥❡♥t✲❖r✐❡♥t❡❞ ❘❡❛❧✲❚✐♠❡ ❉✐str✐❜✉t❡❞ ❈♦♠♣✉t✐♥❣✱ ♣❛❣❡s ✸✾✸✕✹✵✷✱❲❛s❤✐♥❣t♦♥✱ ❉❈✱ ❯❙❆✱ ✷✵✵✼✳ ■❊❊❊ ❈♦♠♣✉t❡r ❙♦❝✐❡t②✳

❬✼❪ ❏♦❤♥ ▼✉❣❧❡r✱ ❚❤♦♠❛s ◆❛✉❣❤t♦♥✱ ❙t❡♣❤❡♥ ▲✳ ❙❝♦tt✱ ❇r✐❛♥ ❇❛rr❡tt✱ ❆♥❞r❡✇▲✉♠s❞❛✐♥❡✱ ❏❡✛r❡② ▼✳ ❙q✉②r❡s✱ ❇❡♥♦➹➤t ❞❡s ▲✐❣♥❡r✐s✱ ❋r❛♥❝✐s ●✐r❛❧❞❡❛✉✱❛♥❞ ❈❤♦❦❝❤❛✐ ▲❡❛♥❣s✉❦s✉♥✳ ❖❙❈❆❘ ❈❧✉st❡rs✳ ■♥ Pr♦❝❡❡❞✐♥❣s ♦❢ t❤❡ 5

th

❆♥♥✉❛❧ ❖tt❛✇❛ ▲✐♥✉① ❙②♠♣♦s✐✉♠ ✭❖▲❙✬✵✸✮✱ ❖tt❛✇❛✱ ❈❛♥❛❞❛✱ ❏✉❧② ✷✸✲✷✻✱✷✵✵✸✳

❬✽❪ ◆❛t❤❛❧í➶❡ ●❛❧❡❛♥♦ ❙á♥❝❤❡③✱ ❉❛✈✐❞ ❆♣♦❧✐♥❛r✱ ●✉❡rr❛ ❩✉❜✐❛❣❛✱ ❏❛✐♠❡❆t❛❤✉❛❧♣❛✱ ■r✐❣♦②❡♥ ●♦♥③á❧❡③✱ ❛♥❞ ❆rt✉r♦ ▼♦❧✐♥❛✳ ❱✐rt✉❛❧ ❇r❡❡❞✐♥❣ ❊♥✲✈✐r♦♥♠❡♥t✿ ❆ ❋✐rst ❆♣♣r♦❛❝❤ t♦ ❯♥❞❡rst❛♥❞✐♥❣ ❲♦r❦✐♥❣ ❛♥❞ ❙❤❛r✐♥❣ Pr✐♥✲❝✐♣❧❡s✳ ✷✵✵✽✳

❬✾❪ ●❡♦✛r♦② ❱❛❧❧é❡✱ ❚❤♦♠❛s ◆❛✉❣❤t♦♥✱ ❛♥❞ ❙t❡♣❤❡♥ ▲✳ ❙❝♦tt✳ ❙②st❡♠ ♠❛♥❛❣❡✲♠❡♥t s♦❢t✇❛r❡ ❢♦r ✈✐rt✉❛❧ ❡♥✈✐r♦♥♠❡♥ts✳ ■♥ ❈❋ ✬✵✼✿ Pr♦❝❡❡❞✐♥❣s ♦❢ t❤❡ ✹t❤✐♥t❡r♥❛t✐♦♥❛❧ ❝♦♥❢❡r❡♥❝❡ ♦♥ ❈♦♠♣✉t✐♥❣ ❢r♦♥t✐❡rs✱ ♣❛❣❡s ✶✺✸✕✶✻✵✱ ◆❡✇ ❨♦r❦✱◆❨✱ ❯❙❆✱ ▼❛② ✼✲✾✱ ✷✵✵✼✳ ❆❈▼✳

❘❘ ♥➦ ✼✵✻✷

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