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194.049 Energy-efficient Distributed Systems
Diese Lehrveranstaltung ist in allen zugeordneten Curricula Teil der STEOP.
Diese Lehrveranstaltung ist in mindestens einem zugeordneten Curriculum Teil der STEOP.

2019S, VU, 2.0h, 3.0EC

Merkmale

  • Semesterwochenstunden: 2.0
  • ECTS: 3.0
  • Typ: VU Vorlesung mit Übung

Ziele der Lehrveranstaltung

Current ICT systems consume huge amounts of electricity. Only between year 2000 and 2007 the total power consumption of data centers worldwide went from 70 to 330 billion kWh, and is projected to grow over 1000 billion kWh until 2020. Thus, energy efficient management of computational resources is gaining constantly on importance. In this lecture we will discuss concepts and approaches for the measurement, modeling and energy efficient resource allocation at runtime in distributed systems.

Inhalt der Lehrveranstaltung

In particular, we will discuss concepts of micro and massive data centers, methods for speculative resource allocation in data centers, and energy efficient monitoring of resources. Since energy efficiency is highly related to pricing policies of resource we will also discuss different pricing policies. To facilitate energy efficient runtime operation of massive data centers we will discuss various controller design techniques that also consider geo-temporal constraints. Further, we will present state of the art methodologies for energy efficient management of battery life in smart devices like cyber foraging or energy harvesting.

 

Vortragende

Institut

LVA Termine

TagZeitDatumOrtBeschreibung
Mi.09:00 - 11:0006.03.2019 - 26.06.2019FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Mi.09:00 - 11:0003.04.2019Seminarraum Techn. Informatik Vorlesung
Mi.09:00 - 11:0005.06.2019Seminarraum Techn. Informatik Vorlesung
Energy-efficient Distributed Systems - Einzeltermine
TagDatumZeitOrtBeschreibung
Mi.06.03.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Mi.13.03.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Mi.20.03.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Mi.27.03.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Mi.03.04.201909:00 - 11:00Seminarraum Techn. Informatik Vorlesung
Mi.10.04.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Mi.08.05.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Mi.15.05.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Mi.22.05.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Mi.29.05.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Mi.05.06.201909:00 - 11:00Seminarraum Techn. Informatik Vorlesung
Mi.12.06.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Mi.19.06.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Mi.26.06.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems

LVA-Anmeldung

Von Bis Abmeldung bis
21.02.2019 01:00 21.03.2019 10:00 15.04.2019 10:00

Curricula

StudienkennzahlSemesterAnm.Bed.Info
066 645 Data Science

Literatur

Literature:

J. M. Pierson. Large-scale Distributed Systems and Energy Efficiency: A Holistic View. Wiley, 2015.

Toni Mastelic, Ariel Oleksiak, Holger Claussen, Ivona Brandic, Jean-Marc Pierson, Athanasios V. Vasilakos:
Cloud Computing: Survey on Energy Efficiency. ACM Comput. Surv. 47(2): 33:1-33:36 (2014)

Sprache

Englisch