Στοιχεία Εργασίας

Τίτλος (Ελληνικά)

Τίτλος (Αγγλικά)

Περιγραφή O σκοπός της εργασίας είναι η δημιουργία μηχανισμών στην πλευρά του παρόχου μιας Cloud υπηρεσίας (π.χ. Kubernetes) που να λαμβάνουν υπόψη τον υπολογιστικό φόρτο των εκτελούμενων εφαρμογών σε ένα cluster (CPU/Disk/RAM/network usage), τις δυνατότητες των κόμβων, τις αλληλεπιδράσεις μεταξύ των εργασιών και να αποφασίζουν την χωροτοποθέτηση των εφαρμογών πάνω στους διαθέσιμους πόρους. Για το σκοπό αυτό θα πρέπει να υπάρχει μια λογική ανίχνευσης του υπολογιστικού τύπου μιας εφαρμογής (π.χ. cpu-intensive), χρησιμοποιώντας low level monitorng metrics, καθώς και μέτρησης της επιβάρυνσης που προκαλείται από τη συγκατοίκηση εφαρμογών. Το αποτέλεσμα αυτών των αναλύσεων μπορεί να χρησιμοποιηθεί σαν είσοδος σε μια μέθοδο βελιστοποίησης (π.χ. γενετικοί αλγόριθμοι) που να αποφασίζει τη καλύτερη επιλογή τοποθέτησης. Η εργασία περιλαμβάνει και την εφαρμογή της απόφασης scheduling πάνω στον cluster καθώς και τη μέτρηση της βελτίωσης σε σχέση με random πολιτικές. Προτεινόμενα εργαλεία: Kubernetes, clustering τεχνικές, low level monitoring, γενετικοί αλγόριθμοι.

Προσφέρεται σε: MSc in Informatics and Telematics Undergraduate Programme MPhil in Computer Science and Informatics MSc Applied Informatics Advances in Computer Science and Information Systems Undergraduate Programme PhD Programme Information Technology

Επιβλέπων --------- Kostantina Vasilopoulou Panagiotis Kourouthanasis Ioannis Kontopoulos Dimosthenis Kotsopoulos Thomas Kamalakis Giorgos Chatzithanasis Angelos Charalampidis Sotiris Xydis Konstantinos Tserpes Georgios Petropoulos Georgios Kapos Chrysa Agapitou Mavreta Stamati Iraklis Varlamis Erin Young Ilias Katsagounos Nikolaos Georgopoulos Spyridoula Lakka Dimitra Lypitaki Antonis Makris Naoum Mylonas Adamantia Pateli Dimitrios Michail Christos Diou Georgia Dede Ioannis Routis Malvina Vamvakari Christos Michalakelis Kleopatra Bardaki Nikos Zompakis Alexandra Gasparinatou Dimitrios Zmpainos Nektarios Makrydakis Eleni Kalampaliki Panagiotis Michail Aikaterini Antonopoulou Kostantinos Ampeliotis Ioannis Pagkalos Vasileios Efthymiou Antonia Matala Vasileios Dalakas Dimosthenis Anagnostopoulos Panagiotis Moulos Ioannis Violos Christos Sardianos Mara Nikolaidou Charalampos Davalas Panagiotis Rizomyliotis Alexandra Tragaki Georgios Kousiouris Mete Cetiner Anargyros Tsadimas Eleni Politi Chrysa Sofianopoulou Eirini Liotou Michail Filippakis Argyro Mavrogiorgou Dimosthenis Panagiotakos Mazdak Zamani Efstratios Gavves Alexandros Iosifidis Vasileios Gialamas Evangelos Karkaletsis Antonis Rovolis Anna - Karolina Retali Andreas Menychtas Christos Chalkias Giannis Rousakis Seyed Sahand Mohammadi Ziabari Christos Kotronis Periklis Loukopoulos Konstantina Koutroumpa Alexandra Chalkia Eirini Ntoutsi Evangelia Kavakli Dimitrios Alexandropoulos Giorgos Fragkiadakis Begüm Demir Foteini Daneli Georgios Papadopoulos Konstantinos Stefanidis Panagiotis Rontogiannis Georgios Gravanis Anastasios Emvalotis Konstantinos Spyropoulos Christina Politi Georgios Malindretos Georgios Dimitrakopoulos Symeon Papadopoulos Panagiotis Anastasiadis Todd Nesbitt Apostolos Papadopoulos Alexandros Dimopoulos Curtis Rookard Ifigeneia Keramitsoglou Ioannis Papoutsis Ilias Panagiotopoulos Efthymios Chondrogiannis Aristotelis Ballas Athanasios Tzimogiannis Evangelia Drakou Konstantinos Vasilakis Eleni Sardianou Evangelia Filiopoulou Georgios Psycharis Theodoros Dalamagkas Eleni Zenakou Athanasios Kiourtis SYMEON PAPAVASILEIOU Athanasios Anastasiou Diane Shichtman Theodora Varvarigou Evangelia Georgitsogianni Christos Andrikos Stavros Lounis

2ο Μέλος Επιτροπής --------- Kostantina Vasilopoulou Panagiotis Kourouthanasis Ioannis Kontopoulos Dimosthenis Kotsopoulos Thomas Kamalakis Giorgos Chatzithanasis Angelos Charalampidis Sotiris Xydis Konstantinos Tserpes Georgios Petropoulos Georgios Kapos Chrysa Agapitou Mavreta Stamati Iraklis Varlamis Erin Young Ilias Katsagounos Nikolaos Georgopoulos Spyridoula Lakka Dimitra Lypitaki Antonis Makris Naoum Mylonas Adamantia Pateli Dimitrios Michail Christos Diou Georgia Dede Ioannis Routis Malvina Vamvakari Christos Michalakelis Kleopatra Bardaki Nikos Zompakis Alexandra Gasparinatou Dimitrios Zmpainos Nektarios Makrydakis Eleni Kalampaliki Panagiotis Michail Aikaterini Antonopoulou Kostantinos Ampeliotis Ioannis Pagkalos Vasileios Efthymiou Antonia Matala Vasileios Dalakas Dimosthenis Anagnostopoulos Panagiotis Moulos Ioannis Violos Christos Sardianos Mara Nikolaidou Charalampos Davalas Panagiotis Rizomyliotis Alexandra Tragaki Georgios Kousiouris Mete Cetiner Anargyros Tsadimas Eleni Politi Chrysa Sofianopoulou Eirini Liotou Michail Filippakis Argyro Mavrogiorgou Dimosthenis Panagiotakos Mazdak Zamani Efstratios Gavves Alexandros Iosifidis Vasileios Gialamas Evangelos Karkaletsis Antonis Rovolis Anna - Karolina Retali Andreas Menychtas Christos Chalkias Giannis Rousakis Seyed Sahand Mohammadi Ziabari Christos Kotronis Periklis Loukopoulos Konstantina Koutroumpa Alexandra Chalkia Eirini Ntoutsi Evangelia Kavakli Dimitrios Alexandropoulos Giorgos Fragkiadakis Begüm Demir Foteini Daneli Georgios Papadopoulos Konstantinos Stefanidis Panagiotis Rontogiannis Georgios Gravanis Anastasios Emvalotis Konstantinos Spyropoulos Christina Politi Georgios Malindretos Georgios Dimitrakopoulos Symeon Papadopoulos Panagiotis Anastasiadis Todd Nesbitt Apostolos Papadopoulos Alexandros Dimopoulos Curtis Rookard Ifigeneia Keramitsoglou Ioannis Papoutsis Ilias Panagiotopoulos Efthymios Chondrogiannis Aristotelis Ballas Athanasios Tzimogiannis Evangelia Drakou Konstantinos Vasilakis Eleni Sardianou Evangelia Filiopoulou Georgios Psycharis Theodoros Dalamagkas Eleni Zenakou Athanasios Kiourtis SYMEON PAPAVASILEIOU Athanasios Anastasiou Diane Shichtman Theodora Varvarigou Evangelia Georgitsogianni Christos Andrikos Stavros Lounis

3ο Μέλος Επιτροπής --------- Kostantina Vasilopoulou Panagiotis Kourouthanasis Ioannis Kontopoulos Dimosthenis Kotsopoulos Thomas Kamalakis Giorgos Chatzithanasis Angelos Charalampidis Sotiris Xydis Konstantinos Tserpes Georgios Petropoulos Georgios Kapos Chrysa Agapitou Mavreta Stamati Iraklis Varlamis Erin Young Ilias Katsagounos Nikolaos Georgopoulos Spyridoula Lakka Dimitra Lypitaki Antonis Makris Naoum Mylonas Adamantia Pateli Dimitrios Michail Christos Diou Georgia Dede Ioannis Routis Malvina Vamvakari Christos Michalakelis Kleopatra Bardaki Nikos Zompakis Alexandra Gasparinatou Dimitrios Zmpainos Nektarios Makrydakis Eleni Kalampaliki Panagiotis Michail Aikaterini Antonopoulou Kostantinos Ampeliotis Ioannis Pagkalos Vasileios Efthymiou Antonia Matala Vasileios Dalakas Dimosthenis Anagnostopoulos Panagiotis Moulos Ioannis Violos Christos Sardianos Mara Nikolaidou Charalampos Davalas Panagiotis Rizomyliotis Alexandra Tragaki Georgios Kousiouris Mete Cetiner Anargyros Tsadimas Eleni Politi Chrysa Sofianopoulou Eirini Liotou Michail Filippakis Argyro Mavrogiorgou Dimosthenis Panagiotakos Mazdak Zamani Efstratios Gavves Alexandros Iosifidis Vasileios Gialamas Evangelos Karkaletsis Antonis Rovolis Anna - Karolina Retali Andreas Menychtas Christos Chalkias Giannis Rousakis Seyed Sahand Mohammadi Ziabari Christos Kotronis Periklis Loukopoulos Konstantina Koutroumpa Alexandra Chalkia Eirini Ntoutsi Evangelia Kavakli Dimitrios Alexandropoulos Giorgos Fragkiadakis Begüm Demir Foteini Daneli Georgios Papadopoulos Konstantinos Stefanidis Panagiotis Rontogiannis Georgios Gravanis Anastasios Emvalotis Konstantinos Spyropoulos Christina Politi Georgios Malindretos Georgios Dimitrakopoulos Symeon Papadopoulos Panagiotis Anastasiadis Todd Nesbitt Apostolos Papadopoulos Alexandros Dimopoulos Curtis Rookard Ifigeneia Keramitsoglou Ioannis Papoutsis Ilias Panagiotopoulos Efthymios Chondrogiannis Aristotelis Ballas Athanasios Tzimogiannis Evangelia Drakou Konstantinos Vasilakis Eleni Sardianou Evangelia Filiopoulou Georgios Psycharis Theodoros Dalamagkas Eleni Zenakou Athanasios Kiourtis SYMEON PAPAVASILEIOU Athanasios Anastasiou Diane Shichtman Theodora Varvarigou Evangelia Georgitsogianni Christos Andrikos Stavros Lounis

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