Integrated resource management for cluster-based Internet services
ACM SIGOPS Operating Systems Review - OSDI '02: Proceedings of the 5th symposium on Operating systems design and implementation
Reducing power density through activity migration
Proceedings of the 2003 international symposium on Low power electronics and design
Ensemble-level Power Management for Dense Blade Servers
Proceedings of the 33rd annual international symposium on Computer Architecture
Adaptive control of virtualized resources in utility computing environments
Proceedings of the 2nd ACM SIGOPS/EuroSys European Conference on Computer Systems 2007
Energy-aware server provisioning and load dispatching for connection-intensive internet services
NSDI'08 Proceedings of the 5th USENIX Symposium on Networked Systems Design and Implementation
Fine-grained energy profiling for power-aware application design
ACM SIGMETRICS Performance Evaluation Review
Power-aware provisioning of Cloud resources for real-time services
Proceedings of the 7th International Workshop on Middleware for Grids, Clouds and e-Science
Designing and evaluating an energy efficient Cloud
The Journal of Supercomputing
Dynamic optimization of power and performance for virtualized server clusters
Proceedings of the 2010 ACM Symposium on Applied Computing
A dynamic optimization model for power and performance management of virtualized clusters
Proceedings of the 1st International Conference on Energy-Efficient Computing and Networking
Distributed dynamic speed scaling
INFOCOM'10 Proceedings of the 29th conference on Information communications
Energy-aware routing in data center network
Proceedings of the first ACM SIGCOMM workshop on Green networking
Towards energy-aware autonomic provisioning for virtualized environments
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing
LiteGreen: saving energy in networked desktops using virtualization
USENIXATC'10 Proceedings of the 2010 USENIX conference on USENIX annual technical conference
Energy conservation in multi-tenant networks through power virtualization
HotPower'10 Proceedings of the 2010 international conference on Power aware computing and systems
Power Control by Distribution Tree with Classified Power Capping in Cloud Computing
GREENCOM-CPSCOM '10 Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing
An Analysis of Power Consumption Logs from a Monitored Grid Site
GREENCOM-CPSCOM '10 Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing
Snooze: A Scalable, Fault-Tolerant and Distributed Consolidation Manager for Large-Scale Clusters
GREENCOM-CPSCOM '10 Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication
Co-management of power and performance in virtualized distributed environments
GPC'11 Proceedings of the 6th international conference on Advances in grid and pervasive computing
Implementation of a green power management algorithm for virtual machines on cloud computing
UIC'11 Proceedings of the 8th international conference on Ubiquitous intelligence and computing
Utilization-based pricing for power management and profit optimization in data centers
Journal of Parallel and Distributed Computing
Energy-Aware Ant Colony Based Workload Placement in Clouds
GRID '11 Proceedings of the 2011 IEEE/ACM 12th International Conference on Grid Computing
Energy efficient scheduling of MapReduce workloads on heterogeneous clusters
Green Computing Middleware on Proceedings of the 2nd International Workshop
Dynamic configuration of virtual machine for power-proportional resource provisioning
Green Computing Middleware on Proceedings of the 2nd International Workshop
Journal of Systems and Software
Energy efficient utilization of resources in cloud computing systems
The Journal of Supercomputing
SLA-based Optimization of Power and Migration Cost in Cloud Computing
CCGRID '12 Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)
Optimal Location of Data Centers and Software Components in Cloud Computing Network Design
CCGRID '12 Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)
The Journal of Supercomputing
Energy- and performance-aware scheduling of tasks on parallel and distributed systems
ACM Journal on Emerging Technologies in Computing Systems (JETC)
Optimizing datacenter power with memory system levers for guaranteed quality-of-service
Proceedings of the 21st international conference on Parallel architectures and compilation techniques
Computers and Industrial Engineering
Resource-freeing attacks: improve your cloud performance (at your neighbor's expense)
Proceedings of the 2012 ACM conference on Computer and communications security
Comparing solution methods for the machine reassignment problem
CP'12 Proceedings of the 18th international conference on Principles and Practice of Constraint Programming
Properties of energy-price forecasts for scheduling
CP'12 Proceedings of the 18th international conference on Principles and Practice of Constraint Programming
Data-Intensive Workload Consolidation for the Hadoop Distributed File System
GRID '12 Proceedings of the 2012 ACM/IEEE 13th International Conference on Grid Computing
Electric grid balancing through lowcost workload migration
ACM SIGMETRICS Performance Evaluation Review
Agile, efficient virtualization power management with low-latency server power states
Proceedings of the 40th Annual International Symposium on Computer Architecture
Reducing the energy cost of computing through efficient co-scheduling of parallel workloads
DATE '12 Proceedings of the Conference on Design, Automation and Test in Europe
SLA-aware resource over-commit in an IaaS cloud
Proceedings of the 8th International Conference on Network and Service Management
Boosting energy efficiency with mirrored data block replication policy and energy scheduler
ACM SIGOPS Operating Systems Review
A multi-objective ant colony system algorithm for virtual machine placement in cloud computing
Journal of Computer and System Sciences
Greening data center networks with throughput-guaranteed power-aware routing
Computer Networks: The International Journal of Computer and Telecommunications Networking
Energy-Efficient scheduling with time and processors eligibility restrictions
Euro-Par'13 Proceedings of the 19th international conference on Parallel Processing
Energy and carbon-efficient placement of virtual machines in distributed cloud data centers
Euro-Par'13 Proceedings of the 19th international conference on Parallel Processing
A survey on techniques for improving the energy efficiency of large-scale distributed systems
ACM Computing Surveys (CSUR)
A service framework for energy-aware monitoring and VM management in Clouds
Future Generation Computer Systems
Speed-Scaling-based Job/Tasks Deployment for Energy-efficient Datacenters in Cloud Computing
Proceedings of the Second International Conference on Innovative Computing and Cloud Computing
Performance tradeoffs of energy-aware virtual machine consolidation
Cluster Computing
Optimizing Energy Consumption with Task Consolidation in Clouds
Information Sciences: an International Journal
Business-driven management of infrastructure-level risks in Cloud providers
Future Generation Computer Systems
Energy-credit scheduler: An energy-aware virtual machine scheduler for cloud systems
Future Generation Computer Systems
Proceedings of the 5th ACM/SPEC international conference on Performance engineering
Survey of Energy Efficient Data Centers in Cloud Computing
UCC '13 Proceedings of the 2013 IEEE/ACM 6th International Conference on Utility and Cloud Computing
Energy and locality aware load balancing in cloud computing
Integrated Computer-Aided Engineering
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Consolidation of applications in cloud computing environments presents a significant opportunity for energy optimization. As a first step toward enabling energy efficient consolidation, we study the inter-relationships between energy consumption, resource utilization, and performance of consolidated workloads. The study reveals the energy performance trade-offs for consolidation and shows that optimal operating points exist. We model the consolidation problem as a modified bin packing problem and illustrate it with an example. Finally, we outline the challenges in finding effective solutions to the consolidation problem.