Application performance in the QLinux multimedia operating system
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
Managing energy and server resources in hosting centers
SOSP '01 Proceedings of the eighteenth ACM symposium on Operating systems principles
A SMART scheduler for multimedia applications
ACM Transactions on Computer Systems (TOCS)
Xen and the art of virtualization
SOSP '03 Proceedings of the nineteenth ACM symposium on Operating systems principles
On evaluating request-distribution schemes for saving energy in server clusters
ISPASS '03 Proceedings of the 2003 IEEE International Symposium on Performance Analysis of Systems and Software
Power provisioning for a warehouse-sized computer
Proceedings of the 34th annual international symposium on Computer architecture
Live migration of virtual machines
NSDI'05 Proceedings of the 2nd conference on Symposium on Networked Systems Design & Implementation - Volume 2
MapReduce: simplified data processing on large clusters
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
Scheduling I/O in virtual machine monitors
Proceedings of the fourth ACM SIGPLAN/SIGOPS international conference on Virtual execution environments
PowerNap: eliminating server idle power
Proceedings of the 14th international conference on Architectural support for programming languages and operating systems
Entropy: a consolidation manager for clusters
Proceedings of the 2009 ACM SIGPLAN/SIGOPS international conference on Virtual execution environments
Automated control of multiple virtualized resources
Proceedings of the 4th ACM European conference on Computer systems
vGreen: a system for energy efficient computing in virtualized environments
Proceedings of the 14th ACM/IEEE international symposium on Low power electronics and design
Supporting soft real-time tasks in the xen hypervisor
Proceedings of the 6th ACM SIGPLAN/SIGOPS international conference on Virtual execution environments
Resource-conscious scheduling for energy efficiency on multicore processors
Proceedings of the 5th European conference on Computer systems
Dynamic workload characterization for power efficient scheduling on CMP systems
Proceedings of the 16th ACM/IEEE international symposium on Low power electronics and design
Contention-Aware Scheduling on Multicore Systems
ACM Transactions on Computer Systems (TOCS)
Black-box and gray-box strategies for virtual machine migration
NSDI'07 Proceedings of the 4th USENIX conference on Networked systems design & implementation
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Virtualized data centers facilitate higher resource utilization and energy efficiency through consolidation. However, mixing services-oriented workloads with throughput (batch) jobs is typically avoided due to complex interactions and widely different quality of service (QoS) requirements. We introduce a complete VM resource management framework, called Themis, which manages combined services and batch jobs, maximizing energy-efficient throughput of the latter without sacrificing the service guarantees of the former. Themis' resource management policy outperforms the prior proposed policies by up to 35% on average in work done per Joule when measured on a data center testbed.