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Fair Resource Sharing for Dynamic Scheduling of Workflows on Heterogeneous Systems
[chapter]
2014
High-Performance Computing on Complex Environments
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We would like also to thank the support given by the European Cost Action IC0805 Open Network for High-Performance ...
CONCURRENT WORKFLOW SCHEDULING Recently, several algorithms have been proposed for concurrent workflow scheduling to improve the execution time of several applications in an HCS system. ...
and tools for mapping and executing applications onto distributed and heterogeneous systems. ...
doi:10.1002/9781118711897.ch9
fatcat:wfkx7m5cbfg3fcuzfbrzvt2laq
Network-Aware HEFT Scheduling for Grid
2014
The Scientific World Journal
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It is shown how misleading a schedule can be if the impact of parallel data transfers that share a bottleneck is ignored. A network-aware HEFT can be used to yield a benefit for Grid applications. ...
In the proposed mechanism, such data transfers are stretched to their realistic completion time. A HEFT schedule with stretched data transfers exhibits the realisticmakespanof the schedule. ...
Real-Time Processing Applications. Many highly data intensive applications today require a real-time or near real-time response from the execution system [5] . ...
doi:10.1155/2014/317284
pmid:24587719
pmcid:PMC3919093
fatcat:3bvwxaiplveh7aksuybvguw3by
Batch queue resource scheduling for workflow applications
2009
2009 IEEE International Conference on Cluster Computing and Workshops
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This paper introduces a scheduling technique that aggregates a workflow application into several subcomponents. ...
Workflow computations have become a major programming paradigm for scientific applications. ...
This work was supported in part by the Shared University Grid at Rice funded by NSF under Grant EIA-0216467, and a partnership between Rice University, Sun Microsystems, and Sigma Solutions, Inc. ...
doi:10.1109/clustr.2009.5289186
dblp:conf/cluster/ZhangKC09
fatcat:dsi3y6ml25frfcpeaj3sje4jnq
Shared recovery for energy efficiency and reliability enhancements in real-time applications with precedence constraints
2013
ACM Transactions on Design Automation of Electronic Systems
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Shared recovery for energy efficiency and reliability enhancements in real-time applications with precedence constraints. ...
Then, we propose a shared recovery based frequency assignment technique (namely SHR-DAG) and prove its optimality to minimize energy consumption while preserving the system reliability. ...
SYSTEM MODELS
Application Model In this work, we consider a real-time application consisting of n frame-based dependent tasks running on a single-processor system. ...
doi:10.1145/2442087.2442094
fatcat:ictkr7pfi5cr5jlrufnyy3nfhy
The Proceedings of First Work-in-Progress Session of The CSI International Symposium on Real-Time and Embedded Systems and Technologies
[article]
2019
arXiv
pre-print
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The topics of interest in RTEST WiP span over all theoretical and application-oriented aspects, reporting design, analysis, implementation, evaluation, and empirical results, of real-time and embedded ...
systems, internet-of-things, and cyber-physical systems. ...
techniques for multicore scheduling on these systems [4] . ...
arXiv:1904.06995v1
fatcat:7lvriwiw5fd55njqithwclrxru
MXDAG: A Hybrid Abstraction for Cluster Applications
[article]
2021
arXiv
pre-print
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In contrast, Coflow abstraction collectively schedules network flows among compute tasks but lacks the end-to-end view of the application DAG. ...
DAG-based abstraction primarily targets compute tasks and has no explicit network-level scheduling. ...
For the DAG with asymmetric topology, The optimal solution delays the start time for f 4 and avoid resource sharing on the source NIC on the host C. ...
arXiv:2107.07442v1
fatcat:iqahcvjwufelfi4jwywrh6mf6y
WorkStealing Algorithm for Load Balancing in Grid Computing
2021
International Journal of Advanced Computer Science and Applications
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Grid computing is a computer network in which many resources and services are shared for performing a specific task. ...
In this paper, we propose WorkStealing-Grid Cost Dependency Matrix (WS-GCDM) which schedule DAG tasks according to their data transfer cost, dependency between tasks and load of the available resources ...
Fig. 4 .Fig. 5 . 45 Resource Busy Time Percentage for GCDM Algorithm on Random DAG with 40 Tasks. Resource Busy Time Percentage for WS-GCDM Algorithm on Random DAG with 40 Tasks. ...
doi:10.14569/ijacsa.2021.0120711
fatcat:zre3veetbrdkpiddoh5ynlkm3y
Towards efficient processing of latency-sensitive serverless DAGs at the edge
2022
Proceedings of the 5th International Workshop on Edge Systems, Analytics and Networking
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CCS CONCEPTS • Computing methodologies → Distributed computing methodologies; • Computer systems organization → Real-time system architecture. ...
Many emerging novel applications expect "near real-time" processing and responses, which can not be guaranteed by today's Cloud and would require processing at the Edge. ...
In our future work, we are continuing to expand Sledge with support for more complex DAG functions and exploring how the scheduling and admission control systems can be improved to provide stronger deadline ...
doi:10.1145/3517206.3526274
fatcat:45p6zzdng5bspeea2h4dxvpcfi
Minimizing response times of automotive dataflows on multicore
2014
2014 IEEE 20th International Conference on Embedded and Real-Time Computing Systems and Applications
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We implement these techniques in PGM RT , a portable middleware framework for managing real-time dataflow applications on multicore platforms. ...
Results for our test platform show that cache-aware clustered scheduling outperforms naïve partitioned and global approaches in terms of schedulability and end-to-end response times of dataflows. * ...
Shige Wang of General Motors for his helpful comments on drafts of this paper. ...
doi:10.1109/rtcsa.2014.6910527
dblp:conf/rtcsa/ElliottAELA14
fatcat:t57zg2tz3vftxp5bunjfcj4enu
Dynamic scheduling for workflow applications over virtualized optical networks
2011
2011 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)
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Joint scheduling of both computation and communication resources for workflow based distributed computing application over optical networks has been studied recently. ...
In this paper, we propose to employ shared virtualized optical network (VON) for the task scheduling problem. ...
When the traffic load is high (>350), there is less shared bandwidth to utilize for the application scheduler, which results in deduction of rescheduling times. ...
doi:10.1109/infcomw.2011.5928793
fatcat:y7ihbiletffhvaehwmob2afiau
EasyPDP: An Efficient Parallel Dynamic Programming Runtime System for Computational Biology
2012
IEEE Transactions on Parallel and Distributed Systems
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The experimental results illustrate that EasyPDP system is fine and provides an efficient infrastructure for dynamic programming algorithms. ...
Based on the model, EasyPDP runtime system is designed and implemented. It automatically handles thread creation, dynamic data task allocation and scheduling, data partitioning, and fault tolerance. ...
ACKNOWLEDGMENTS The authors would like to thank the editor, all the reviewers, Chao Sun, Jun Du, Liya Fan, Libo Sun, and Tingxu Yan for the help in improving this paper. ...
doi:10.1109/tpds.2011.218
fatcat:dql74n6t4repje7n3zk4hsjj5q
Scheduling Task-parallel Applications in Dynamically Asymmetric Environments
[article]
2020
arXiv
pre-print
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to handle scenarios in which system performance is not only unknown but also changing over time. ...
Shared resource interference is observed by applications as dynamic performance asymmetry. ...
Applications sharing system resources will observe a performance (i.e. execution time) variability during such interfering events. ...
arXiv:2009.00915v2
fatcat:xspjxhx6hrhajkzxpvypa6kmyu
Dynamic Task Distribution Model for On-Chip Reconfigurable High Speed Computing System
2015
International Journal of Reconfigurable Computing
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Some benchmark applications are represented as DAG and are distributed to the resources of RHSCS based on DTD-MLF model. ...
The DTD-MLF methodology takes the advantage of runtime design parameters of an application represented as DAG and considers the attributes of tasks in DAG and computing resources to distribute the tasks ...
An efficient multitask scheduler [14] proposed for runtime reconfigurable system introduced a new parameter called Time-Improvement as cost function for compiler assisted scheduling models. ...
doi:10.1155/2015/783237
fatcat:kozszwtk4jbl3dvaqqnipeq6ji
CATS
2012
Proceedings of the 26th ACM international conference on Supercomputing - ICS '12
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CATS adopts an online DAG partitioner based on the profiling information to ensure tasks with shared data can efficiently utilize the shared cache. ...
To address the problem, this paper proposes a Cache Aware Task-Stealing (CATS) scheduler, which uses the shared cache efficiently with an online profiling method and schedules tasks with shared data to ...
Acknowledgment This work was partially supported by Shanghai Excellent Academic Leaders Plan(No. 11XD1402900), 863 program 2011AA01A202, NSFC (Grant No. 60725208, 61003012) and National Science Fund for ...
doi:10.1145/2304576.2304599
dblp:conf/ics/ChenGH12
fatcat:l5hy5yt33nfcdni5ktz7ssiaoe
Resource Management in the Multi-Tenant Cloud Environment
2017
International Journal of Computer Applications
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The simulation results shows that the scheduling algorithm improves the performance of scientific workflows and helps in minimization of workflow completion time, tardiness, execution cost and use of idle ...
The aim of the system is to handle resource management by executing scientific workflows. ...
The WorkflowSim depends on CloudSim for providing accurate and suitable task level execution model, such as time-shared and space-shared model. ...
doi:10.5120/ijca2017915064
fatcat:yzhi74iamnfdfhn2xa5cbe5y6q
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