Knapsack problems: algorithms and computer implementations
Knapsack problems: algorithms and computer implementations
Proceedings of the 6th international workshop on Hardware/software codesign
Power conscious fixed priority scheduling for hard real-time systems
Proceedings of the 36th annual ACM/IEEE Design Automation Conference
Scheduling Algorithms for Multiprogramming in a Hard-Real-Time Environment
Journal of the ACM (JACM)
Run-time voltage hopping for low-power real-time systems
Proceedings of the 37th Annual Design Automation Conference
High-efficiency multiple-output DC-DC conversion for low-voltage systems
IEEE Transactions on Very Large Scale Integration (VLSI) Systems - Special section on low-power electronics and design
Low-energy intra-task voltage scheduling using static timing analysis
Proceedings of the 38th annual Design Automation Conference
Energy efficient fixed-priority scheduling for real-time systems on variable voltage processors
Proceedings of the 38th annual Design Automation Conference
Energy priority scheduling for variable voltage processors
ISLPED '01 Proceedings of the 2001 international symposium on Low power electronics and design
Contents provider-assisted dynamic voltage scaling for low energy multimedia applications
Proceedings of the 2002 international symposium on Low power electronics and design
Proceedings of the 2002 international symposium on Low power electronics and design
Managing dynamic concurrent tasks in embedded real-time multimedia systems
Proceedings of the 15th international symposium on System Synthesis
Power optimization of real-time embedded systems on variable speed processors
Proceedings of the 2000 IEEE/ACM international conference on Computer-aided design
Low power system scheduling and synthesis
Proceedings of the 2001 IEEE/ACM international conference on Computer-aided design
Heuristic Solutions for the Multiple-Choice Multi-dimension Knapsack Problem
ICCS '01 Proceedings of the International Conference on Computational Science-Part II
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Power-Optimized Scheduling Server for Real-Time Tasks
RTAS '02 Proceedings of the Eighth IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS'02)
Profile-Based Dynamic Voltage Scheduling Using Program Checkpoints
Proceedings of the conference on Design, automation and test in Europe
Power optimization of variable-voltage core-based systems
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Proceedings of the 41st annual Design Automation Conference
Proceedings of the conference on Design, Automation and Test in Europe - Volume 1
Quasi-Static Voltage Scaling for Energy Minimization with Time Constraints
Proceedings of the conference on Design, Automation and Test in Europe - Volume 1
Optimizing data structures at the modeling level in embedded multimedia
Journal of Systems Architecture: the EUROMICRO Journal
A calculator for Pareto points
Proceedings of the conference on Design, automation and test in Europe
ISLPED '07 Proceedings of the 2007 international symposium on Low power electronics and design
Incremental component implementation selection: enabling ECO in compositional system synthesis
Proceedings of the 2007 IEEE/ACM international conference on Computer-aided design
Fundamenta Informaticae - The Fourth Special Issue on Applications of Concurrency to System Design (ACSD05)
Highly-cited ideas in system codesign and synthesis
CODES+ISSS '08 Proceedings of the 6th IEEE/ACM/IFIP international conference on Hardware/Software codesign and system synthesis
System-scenario-based design of dynamic embedded systems
ACM Transactions on Design Automation of Electronic Systems (TODAES)
Scenario Based Mapping of Dynamic Applications on MPSoC: A 3D Graphics Case Study
SAMOS '09 Proceedings of the 9th International Workshop on Embedded Computer Systems: Architectures, Modeling, and Simulation
Markov decision processes with multiple long-run average objectives
FSTTCS'07 Proceedings of the 27th international conference on Foundations of software technology and theoretical computer science
A Safari Through the MPSoC Run-Time Management Jungle
Journal of Signal Processing Systems
Quasi-static voltage scaling for energy minimization with time constraints
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Fast multidimension multichoice knapsack heuristic for MP-SoC runtime management
ACM Transactions on Embedded Computing Systems (TECS)
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Markov decision processes with multiple objectives
STACS'06 Proceedings of the 23rd Annual conference on Theoretical Aspects of Computer Science
Fundamenta Informaticae - The Fourth Special Issue on Applications of Concurrency to System Design (ACSD05)
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Pareto-set-based optimization can be found in several different areas of embedded system design. One example is task scheduling, where different task mapping and ordering choices for a target platform will lead to different performance/cost tradeoffs. To explore this design space at run-time, a fast and effective heuristic is needed. We have modeled the problem as the well known Multiple Choice Knapsack Problem(MCKP) and have developed a fast greedy heuristic for the run-time task scheduling. To show the effectiveness of our algorithm, examples from randomly generated task graphs and realistic applications are studied. Compared to the optimal dynamic programming solver, the heuristic is more than ten times faster while the result is less than 5\% away from the optimum. Moreover, due to its iterative feature, the algorithm is well suitable to be used as an on-line algorithm.