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Efficient Scheduling for Concurrently Executed Network Packet Processing Applications on Heterogeneous Hardware Architectures
2018
Zenodo
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Poster presented at the 14th International Conference on emerging Networking EXperiments and Technologies (CoNEXT 2018). ...
Goals of our scheduler Efficient scheduling of concurrently running network packet proccessing applications after performing offline analysis Ability to map N applications to M devices to achieve low power ...
CPU iGPU dGPU MD5 ➖ ✔ ✔ AES ❌ ➖ ✔ CRC ➖ ✔ ➖ DPI ❌ ✔ ✔ SHA1 ✔ ➖ ❌ Network level heterogeneity occurs from traffic fluctuationsSince the network provides the workload, real-time systems should take such ...
doi:10.5281/zenodo.2635468
fatcat:2vx33ythizggbgqtvh5gphdoc4
Self-Adaptive Heterogeneous Cluster with Wireless Network
2012
2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops & PhD Forum
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Heterogeneous cluster is one of the promising platforms as it combines characteristics of multiple processing elements, to meet requirements of various applications. ...
In this work, we build a self-adaptive framework for heterogeneous clusters, coupled with a customised wireless network. ...
When heterogeneous processing elements are working on distributed workload, sensed data are collected into the application layer. ...
doi:10.1109/ipdpsw.2012.37
dblp:conf/ipps/NiuTL12
fatcat:fvzkdr2lsrgvzn5mzsdfhcsth4
Author index
2006
2006 IEEE International Conference on Cluster Computing
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Analytical Network Modeling of Heterogeneous Large-Scale Cluster Systems Alonso, Pedro A Parallel Algorithm for the Solution of the Deconvolution Problem on Heterogeneous Networks Hagimont, Daniel
Autonomic ...
Algorithms, Models and Tools for Parallel Computing on Heterogeneous Networks (Heteropar'06, Cluster 2006 Workshop) Abawajy, Jemal H. ...
doi:10.1109/clustr.2006.311921
fatcat:vmbbimypuze7ncjqfonu4po5l4
Design and Implementation of Virtual Monitoring System for Distributed Heterogeneous Signal Processing Platform
2019
Journal of Physics, Conference Series
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Based on this, this paper designs and implements a high availability virtual monitoring system with resource networking and modelling. ...
The system uses the hierarchical multi domain form to model the system network, and uses all levels of managers to manage them step by step, so as to realize the dynamic supervision of the whole system ...
Based on the theory of predecessors, and combined with the characteristics of distributed heterogeneous signal processing platform, a high availability virtual monitoring system with resource networking ...
doi:10.1088/1742-6596/1168/6/062019
fatcat:l5csfd5wenan5ga5ox6yz3ceaq
Heterogeneous computing: challenges and opportunities
1993
Computer
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Heterogeneous computing should be distinguished from network computing or high-performance distributed computing, which have generally come to mean either clusters of workstations or ad hoc connectivity ...
An HC system includes heterogeneous machines, high-speed networks, interfaces, operating systems, communication protocols, and programming environments, all combining to produce a positive impact on ease ...
The first one analyzes an application to explore embedded heterogeneous parallelism. ...
doi:10.1109/2.214439
fatcat:a5wzxmuxfvhcthbx5jtxl4xj5i
Comparative Study on Load Balancing Algorithm for Multiprocessor Interconnection Networks
2019
International Journal of Advanced Trends in Computer Science and Engineering
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The main problem faced in the design of scheduling algorithm is the lack of information about the network load distribution and hence the task execution time estimation. ...
Distributed System is important to distributing the work load on processors. Distributed system can be viewed as a collection of computing and communication resources shared by active users. ...
The task scheduling is the procedure of scheduling the tasks towards the available processors in order to get efficient execution of parallel applications on the distributed computing system. ...
doi:10.30534/ijatcse/2019/13832019
fatcat:bqtkp37htbbb3cvnvyiiycuste
An Efficient Task Scheduling Method for Improved Network Delay in Distributed Sensor Networks
2007
2007 3rd International Conference on Testbeds and Research Infrastructure for the Development of Networks and Communities
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Simulation results based on closed-form solutions for the task scheduling problem are presented for two scenarios with homogeneous and six scenarios with heterogeneous sensor nodes using single level tree-network ...
to higher level applications. ...
This study tackles the problem of optimally scheduling and distributing an arbitrarily portion of a data centric partitionable sensing application in a homogeneous and heterogeneous smart sensor network ...
doi:10.1109/tridentcom.2007.4444676
dblp:conf/tridentcom/LiuYM07
fatcat:lkh3xidjujexnj6kwjlsaabbpi
An Advanced Approach On Load Balancing in Grid Computing
[article]
2014
arXiv
pre-print
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Keywords: wide area network, distributed computing, load balancing. ...
Workload and resource management is the main key grid services at the service level of grid infrastructures, out of which load balancing in the main concern for grid developers. ...
External
scheduling
and
mapping are performed on the
task level, and internal
scheduling and mapping are
done on the subtask level. ...
arXiv:1409.3651v1
fatcat:mwz6akjurbceplbfhndwr4c52e
Network-Aware Data Prefetching Optimization of Computations in a Heterogeneous HPC Framework
2014
International Journal of Computer Networks & Communications
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Additionally, we propose a network-aware scheduling scheme for selecting hardware for the proposed optimizer and present simulations that demonstrate its advantages. ...
Our implementation of a parallel system called KernelHive allows to efficiently run applications in a heterogeneous environment consisting of multiple collections of nodes with different types of computing ...
grant "Modeling efficiency, reliability and power consumption of multilevel parallel HPC systems using CPUs and GPUs" sponsored by and covered by funds from the National Science Center in Poland based on ...
doi:10.5121/ijcnc.2014.6506
fatcat:xshhbuwbqrctrenkravt4kvnya
A Survey on ANN Based Task Scheduling Strategies in Heterogeneous Distributed Computing Systems
2016
Nepal Journal of Science and Technology
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<p>Heterogeneous Distributed Computing Systems (HeDCS) efficiently utilize the heterogeneity of diverse computational resources which are interlinked through high speed networks for executing a group of ...
Non deterministic nature of application programs and heterogeneous environment are the main challenges in designing, implementing and analyzing phases of task scheduling techniques. ...
The message transmission takes place simultaneously with equal speed on all outgoing links. The topology of the distributed heterogeneous network may vary from application to application. ...
doi:10.3126/njst.v16i1.14359
fatcat:k2xhnkdszzf6teb545czxvdtuq
Trading Cycles for Information: Using Replication to Schedule Bag-of-Tasks Applications on Computational Grids
[chapter]
2003
Lecture Notes in Computer Science
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Scheduling independent tasks on heterogeneous environments, like grids, is not trivial. ...
To make a good scheduling plan on this kind of environments, the scheduler usually needs some information such as host speed, host load, and task size. ...
Scheduling Bag-of-Tasks Applications on Grids Scheduling applications on such a heterogeneous and dynamic environment like a Computational Grid is not a trivial task. ...
doi:10.1007/978-3-540-45209-6_26
fatcat:rhaz6oj7mnfv7amp4w2kwi4txy
Energy-Efficient Scheduling for Parallel Applications Running on Heterogeneous Clusters
2007
Proceedings of the International Conference on Parallel Processing
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Designing energyefficient scheduling algorithms for parallel applications running on clusters, especially on the high performance heterogeneous clusters, is highly desirable. ...
energy cost when allocating parallel tasks to heterogeneous computing nodes. ...
In this paper, we designed a two-phase energy-aware scheduling algorithm specifically for heterogeneous distributed parallel system. ...
doi:10.1109/icpp.2007.39
dblp:conf/icpp/ZongQRBNA07
fatcat:d5hnt54glnfd3korfpjehij5vu
Breaking the curse of dynamics by task migration: Pilot experiments in the polder metacomputer
[chapter]
1997
Lecture Notes in Computer Science
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In this paper, we focus on dynamic load balancing of resources and applications as one of the crucial techniques to optimize performance in distributed environments. ...
With the advent of high speed networks, distributed cluster computing and metacomputing have assumed an enormous interest. ...
The aggregation of distributed and high performance resources on high speed networks will change the perspective on distributed computing and have an impact on the development of scientific applications ...
doi:10.1007/3-540-63697-8_86
fatcat:vawvyesz5nfg5o5hrxrtq5v35u
The User-Level Scheduling of Divisible Load Parallel Applications With Resource Selection and Adaptive Workload Balancing on the Grid
2009
IEEE Systems Journal
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The user-level scheduling of divisible load parallel applications with resource selection and adaptive workload balancing on the Grid Korkhov, V.; Moscicki, J.T.; Krzhizhanovskaya, V. ...
TABLE I SAMPLE I DISTRIBUTION OF PROCESSOR WEIGHTS (W) BY AWLB ON A SET OF HETEROGENEOUS WORKERS In ...
INTEGRATED ENVIRONMENT In [4] and [5] , we developed an application-level AWLB for parallel applications on heterogeneous resources and validated its MPI implementation on the Grid. ...
doi:10.1109/jsyst.2008.2011301
fatcat:w66cjbcwizd43ldqp63efyi25e
Analysis and optimization of distributed real-time embedded systems
2006
ACM Transactions on Design Automation of Electronic Systems
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An increasing number of real-time applications are today implemented using distributed heterogeneous architectures composed of interconnected networks of processors. ...
More specifically, we discuss the schedulability analysis of hard real-time systems, highlighting particular aspects related to the heterogeneous and distributed nature of the applications. ...
Timing Analysis and Design Optimization An increasing number of real-time applications are implemented today using distributed heterogeneous architectures composed of interconnected networks of processors ...
doi:10.1145/1142980.1142984
fatcat:z42s5pyudza5tgjdzahp5l6tum
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