194.049 Energy-efficient Distributed Systems
This course is in all assigned curricula part of the STEOP.
This course is in at least 1 assigned curriculum part of the STEOP.

2019S, VU, 2.0h, 3.0EC

Properties

  • Semester hours: 2.0
  • Credits: 3.0
  • Type: VU Lecture and Exercise

Aim of course

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.

Subject of course

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.

 

Lecturers

Institute

Course dates

DayTimeDateLocationDescription
Wed09:00 - 11:0006.03.2019 - 26.06.2019FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Wed09:00 - 11:0003.04.2019Seminarraum Techn. Informatik Vorlesung
Wed09:00 - 11:0005.06.2019Seminarraum Techn. Informatik Lecture
Energy-efficient Distributed Systems - Single appointments
DayDateTimeLocationDescription
Wed06.03.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Wed13.03.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Wed20.03.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Wed27.03.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Wed03.04.201909:00 - 11:00Seminarraum Techn. Informatik Vorlesung
Wed10.04.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Wed08.05.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Wed15.05.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Wed22.05.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Wed29.05.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Wed05.06.201909:00 - 11:00Seminarraum Techn. Informatik Lecture
Wed12.06.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Wed19.06.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems
Wed26.06.201909:00 - 11:00FAV Hörsaal 2 194.049 VU Energy-efficient Distributed Systems

Course registration

Begin End Deregistration end
21.02.2019 01:00 21.03.2019 10:00 15.04.2019 10:00

Curricula

Study CodeSemesterPrecon.Info
066 645 Data Science

Literature

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)

Language

English