Scheduling precedence graphs in systems with interprocessor communication times
SIAM Journal on Computing
Scheduling parallel program tasks onto arbitrary target machines
Journal of Parallel and Distributed Computing - Special issue: software tools for parallel programming and visualization
Analysis and evaluation of heuristic methods for static task scheduling
Journal of Parallel and Distributed Computing
Specification and design of embedded systems
Specification and design of embedded systems
Bus-invert coding for low-power I/O
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Proceedings of the 6th international workshop on Hardware/software codesign
Power-aware routing in mobile ad hoc networks
MobiCom '98 Proceedings of the 4th annual ACM/IEEE international conference on Mobile computing and networking
Next century challenges: scalable coordination in sensor networks
MobiCom '99 Proceedings of the 5th annual ACM/IEEE international conference on Mobile computing and networking
Low-power task scheduling for multiple devices
CODES '00 Proceedings of the eighth international workshop on Hardware/software codesign
GPSR: greedy perimeter stateless routing for wireless networks
MobiCom '00 Proceedings of the 6th annual international conference on Mobile computing and networking
Sensing techniques for mobile interaction
UIST '00 Proceedings of the 13th annual ACM symposium on User interface software and technology
Battery-aware static scheduling for distributed real-time embedded systems
Proceedings of the 38th annual Design Automation Conference
SPINS: security protocols for sensor networks
Proceedings of the 7th annual international conference on Mobile computing and networking
Source code transformation based on software cost analysis
Proceedings of the 14th international symposium on Systems synthesis
Low-power color TFT LCD display for hand-held embedded systems
Proceedings of the 2002 international symposium on Low power electronics and design
Low-power data memory communication for application-specific embedded processors
Proceedings of the 15th international symposium on System Synthesis
Directed diffusion for wireless sensor networking
IEEE/ACM Transactions on Networking (TON)
Power Evaluation of a Handheld Computer
IEEE Micro
Arithmetic Coding for Low Power Embedded System Design
DCC '00 Proceedings of the Conference on Data Compression
TAG: a Tiny AGgregation service for ad-hoc sensor networks
ACM SIGOPS Operating Systems Review - OSDI '02: Proceedings of the 5th symposium on Operating systems design and implementation
Energy management for battery-powered embedded systems
ACM Transactions on Embedded Computing Systems (TECS)
Low Power Embedded Software Optimization Using Symbolic Algebra
Proceedings of the conference on Design, automation and test in Europe
A Low-Energy Adaptive Bus Coding Scheme
WVLSI '01 Proceedings of the IEEE Computer Society Workshop on VLSI 2001
Survey of code-size reduction methods
ACM Computing Surveys (CSUR)
A survey of key management for secure group communication
ACM Computing Surveys (CSUR)
Graphical user interface energy characterization for handheld computers
Proceedings of the 2003 international conference on Compilers, architecture and synthesis for embedded systems
Tracking a moving object with a binary sensor network
Proceedings of the 1st international conference on Embedded networked sensor systems
SIA: secure information aggregation in sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
Proceedings of the 1st international conference on Embedded networked sensor systems
Fault Tolerance in Collaborative Sensor Networks for Target Detection
IEEE Transactions on Computers
Instruction Scheduling for Low Power
Journal of VLSI Signal Processing Systems
Approximate Aggregation Techniques for Sensor Databases
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
Performance aware tasking for environmentally powered sensor networks
Proceedings of the joint international conference on Measurement and modeling of computer systems
Experience with a low power wireless mobile computing platform
Proceedings of the 2004 international symposium on Low power electronics and design
Simulating the power consumption of large-scale sensor network applications
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
An analysis of a large scale habitat monitoring application
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Medians and beyond: new aggregation techniques for sensor networks
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Synopsis diffusion for robust aggregation in sensor networks
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Low-power instruction bus encoding for embedded processors
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Scalable design of fault-tolerance for wireless sensor networks
Scalable design of fault-tolerance for wireless sensor networks
TinyDB: an acquisitional query processing system for sensor networks
ACM Transactions on Database Systems (TODS) - Special Issue: SIGMOD/PODS 2003
Deploying sensor networks with guaranteed capacity and fault tolerance
Proceedings of the 6th ACM international symposium on Mobile ad hoc networking and computing
Tributaries and deltas: efficient and robust aggregation in sensor network streams
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Adaptive and fault tolerant medical vest for life-critical medical monitoring
Proceedings of the 2005 ACM symposium on Applied computing
Energy efficiency of handheld computer interfaces: limits, characterization and practice
Proceedings of the 3rd international conference on Mobile systems, applications, and services
Wireless Sensor Networks for Health Monitoring
MOBIQUITOUS '05 Proceedings of the The Second Annual International Conference on Mobile and Ubiquitous Systems: Networking and Services
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Light-weight embedded systems are now gaining more popularity due to the recent technological advances in fabrication that have resulted in more powerful tiny processors with greater communication capabilities that pose various scientific challenges for researchers. Perhaps the most significant challenge is the energy consumption concern and reliability, mainly due to the small size of batteries. In this tutorial, we portray a brief description of low-power, light-weight embedded systems, depict several power profiling studies previously conducted, and present several research challenges that require low-power consumption in embedded systems. For each challenge, we highlight how low-power designs may enhance the overall performance of the system. Finally, we present a several techniques that minimize the power consumption in such systems.