ASPLOS IX Proceedings of the ninth international conference on Architectural support for programming languages and operating systems
Managing energy and server resources in hosting centers
SOSP '01 Proceedings of the eighteenth ACM symposium on Operating systems principles
Automatic performance setting for dynamic voltage scaling
Wireless Networks
Saving portable computer battery power through remote process execution
ACM SIGMOBILE Mobile Computing and Communications Review
Adaptive Disk Spin-down Policies for Mobile Computers
MLICS '95 Proceedings of the 2nd Symposium on Mobile and Location-Independent Computing
DRPM: dynamic speed control for power management in server class disks
Proceedings of the 30th annual international symposium on Computer architecture
SOSP '03 Proceedings of the nineteenth ACM symposium on Operating systems principles
Making a Case for Efficient Supercomputing
Queue - Power Management
Dynamic cluster reconfiguration for power and performance
Compilers and operating systems for low power
FAB: building distributed enterprise disk arrays from commodity components
ASPLOS XI Proceedings of the 11th international conference on Architectural support for programming languages and operating systems
Mercury and freon: temperature emulation and management for server systems
Proceedings of the 12th international conference on Architectural support for programming languages and operating systems
Map-reduce-merge: simplified relational data processing on large clusters
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Energy conservation policies for web servers
USITS'03 Proceedings of the 4th conference on USENIX Symposium on Internet Technologies and Systems - Volume 4
Scheduling for reduced CPU energy
OSDI '94 Proceedings of the 1st USENIX conference on Operating Systems Design and Implementation
No "power" struggles: coordinated multi-level power management for the data center
Proceedings of the 13th international conference on Architectural support for programming languages and operating systems
Compiler-directed frequency and voltage scaling for a multiple clock domain microarchitecture
Proceedings of the 5th conference on Computing frontiers
Improving MapReduce performance in heterogeneous environments
OSDI'08 Proceedings of the 8th USENIX conference on Operating systems design and implementation
Allocating resources greenly: reducing energy consumption or reducing ecological impact?
Proceedings of the 1st International Conference on Energy-Efficient Computing and Networking
An approach to reduce the energy cost of the arbitrary tree replication protocol
Proceedings of the 1st International Conference on Energy-Efficient Computing and Networking
Robust and flexible power-proportional storage
Proceedings of the 1st ACM symposium on Cloud computing
Server farms' power consumption minimized via best allocation of servers and ancillary equipments
AIKED'11 Proceedings of the 10th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
DejaVu: accelerating resource allocation in virtualized environments
ASPLOS XVII Proceedings of the seventeenth international conference on Architectural Support for Programming Languages and Operating Systems
ECO-ALOC: Energy-efficient resource allocation for cluster-based software routers
Computer Networks: The International Journal of Computer and Telecommunications Networking
Future Generation Computer Systems
Online optimization of busy time on parallel machines
TAMC'12 Proceedings of the 9th Annual international conference on Theory and Applications of Models of Computation
Systematic approach of using power save mode for cloud data processing services
International Journal of Ad Hoc and Ubiquitous Computing
An overview of energy efficiency techniques in cluster computing systems
Cluster Computing
SpringFS: bridging agility and performance in elastic distributed storage
FAST'14 Proceedings of the 12th USENIX conference on File and Storage Technologies
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Power consumption has become a critical issue in large scale clusters. Existing solutions for addressing the servers' energy consumption suggest "shrinking" the set of active machines, at least until the more power-proportional hardware devices become available. This paper demonstrates that leveraging the sleeping state, however, may lead to unacceptably poor performance and low data availability if the distributed services are not aware of the power management's actions. Therefore, we present an architecture for cluster services in which the deployed services overcome this problem by actively participating in any action taken by the power management. We propose, implement, and evaluate modifications for the Hadoop Distributed File System and the MapReduce clone that make them capable of operating efficiently under limited power budgets.