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Mapping Method Usable with Clustered Many-core Platforms for Simulink Model

Yutaro Kobayashi, Kentaro Honda, Sasuga Kojima, Hiroshi Fujimoto, Masato Edahiro, Takuya Azumi
2022 Journal of Information Processing  
The proposed algorithm combines two other algorithms: one algorithm uses the core allocation of MBP and path analysis at the cluster-level and considers effects from communication contention when determining  ...  MBP maps Simulink blocks to cores using various types of information such as block characteristics, C code, and multi/manycore hardware implementation.  ...  The use of multi/many-core processors has consequently increased because these are effective in improving performance.  ... 
doi:10.2197/ipsjjip.30.141 fatcat:i7mxobkxnjcrhjkih4rc5rrjvi

Application-to-core mapping policies to reduce memory interference in multi-core systems

Reetuparna Das, Rachata Ausavarungnirun, Onur Mutlu, Akhilesh Kumar, Mani Azimi
2012 Proceedings of the 21st international conference on Parallel architectures and compilation techniques - PACT '12  
This paper proposes application-to-core mapping policies to improve system performance by reducing inter-application interference in the onchip network and memory controllers.  ...  How applications running on a many-core system are mapped to cores largely determines the interference between these applications in critical shared resources.  ...  CONCLUSION We showed that mapping applications to cores in a manner that is aware of applications' characteristics significantly improves system performance, fairness, and energy-efficiency.  ... 
doi:10.1145/2370816.2370893 dblp:conf/IEEEpact/DasAMKA12 fatcat:rg4btbj4abcovewptxtfekbiou

Scheduling Asymmetric Parallelism on a PlayStation3 Cluster

Filip Blagojevic, Matthew Curtis-Maury, Jae-Seung Yeom, Scott Schneider, Dimitrios S. Nikolopoulos
2008 2008 Eighth IEEE International Symposium on Cluster Computing and the Grid (CCGRID)  
Our model has low execution time prediction error and is reliable in predicting optimal mappings of nested parallelism in MPI programs on the PS3 cluster.  ...  We present an analytical formulation of layered parallelism for clusters of asymmetric multi-core multiprocessors and propose new co-scheduling heuristics for effectively executing MPI code with nested  ...  We thank Alexandros Stamatakis, Xizhou Feng, and Kirk Cameron for providing us with the original MPI implementations of PBPI and RAxML and for discussions on modeling the Cell/BE.  ... 
doi:10.1109/ccgrid.2008.64 dblp:conf/ccgrid/BlagojevicCYSN08 fatcat:wgk4mfqroza5zfp7ggpwqxbm3u

Efficient Contention-Aware Scheduling of SDF Graphs on Shared Multi-Bank Memory

Hai Nam Tran, Alexandre Honorat, Jean-Pierre Talpin, Thierry Gautier, Loic Besnard
2019 2019 24th International Conference on Engineering of Complex Computer Systems (ICECCS)  
Novel memory architectures have been introduced in multi/many-core processors to address the performance bottle neck due to shared memory accesses.  ...  In this article, we present a scheduling analysis technique that exploits a shared multi-bank memory architecture to efficiently schedule parallel real-time applications modeled as synchronous data flow  ...  In this case, we do not need to try to map the tasks to other cores. It is important to note that task mapping has an effect on memory contention.  ... 
doi:10.1109/iceccs.2019.00020 dblp:conf/iceccs/TranHTGB19 fatcat:lbycamkdevaczdiw7f3lltdgie

Understanding the Impact of Multi-Core Architecture in Cluster Computing: A Case Study with Intel Dual-Core System

Lei Chai, Qi Gao, Dhabaleswar K. Panda
2007 Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid '07)  
We also observe that cache and memory contention may be a potential bottleneck in multi-core cluster, and communication middleware and applications should be multi-core aware to alleviate this problem.  ...  However, without an in-depth study on application behaviors and trends on multi-core cluster, we might not be able to understand the characteristics of multicore cluster in a comprehensive manner and hence  ...  Due to its greater computing power and cost-toperformance effectiveness, multi-core processor has been deployed in cluster computing.  ... 
doi:10.1109/ccgrid.2007.119 dblp:conf/ccgrid/ChaiGP07 fatcat:4rhdkq7gxrgsne6c3w5ztugxgm

Energy-Efficient Scheduling on Milliclusters with Performance Constraints

Frederic Pinel, Johnatan E. Pecero, Samee U. Khan, Pascal Bouvry
2011 2011 IEEE/ACM International Conference on Green Computing and Communications  
The contention found in multi-core millicomputing processors is also accounted for.  ...  Sensitivity analysis is used to provide insights into the model, and plan the evaluation of the scheduling algorithms.  ...  Impact of contention in multi-core machines As discussed in Section II-B, the millicomputers part of the millicluster are multi-core, which suffer from contention.  ... 
doi:10.1109/greencom.2011.16 dblp:conf/greencom/PinelPKB11 fatcat:dmna4phiz5fgbfxowrmfh3ft4m

Application-to-core mapping policies to reduce memory system interference in multi-core systems

R. Das, R. Ausavarungnirun, O. Mutlu, A. Kumar, M. Azimi
2013 2013 IEEE 19th International Symposium on High Performance Computer Architecture (HPCA)  
to our CLUSTER+RND scheme that we discuss and compare to in Section 6.1.  ...  This paper proposes new application-to-core mapping policies to improve system performance by reducing interapplication interference in the on-chip network and memory controllers.  ...  This research was partially supported by grants from NSF (CAREER Award CCF-0953246, CCF-1256203, CCF-1147397 and CCF-1212962), GSRC, SRC, Intel ISTC-CC, and the Intel URO Memory Hierarchy Program.  ... 
doi:10.1109/hpca.2013.6522311 dblp:conf/hpca/DasAMKA13 fatcat:f3ueod2ljvfe3bf65xfelnctsi

A Review on Task Performance Prediction in Multi-core Based Systems

Frederic Pinel, Johnatan E. Pecero, Pascal Bouvry, Samee U. Khan
2011 2011 IEEE 11th International Conference on Computer and Information Technology  
As a first step in this direction, this paper reviews methods for task profiling, which account for the contention present in multi-core processors.  ...  This activity relies on accurate energy and performance prediction. Widespread use of multi-core, multi-processor machines complicate past prediction methods.  ...  The model used to predict task load does not address contention in multi-core, but mentions it as an operating system concern.  ... 
doi:10.1109/cit.2011.107 dblp:conf/IEEEcit/PinelPBK11 fatcat:4acpptagcvf7tegwtiyvyhpkcq

Towards the 2020 vision of the baryon content of galaxy groups and clusters [article]

A.Kravtsov, A. Vikhlinin, A. Zabludoff (Steward Observatory), D. Nagai, B. Benson , D. Rudd, Steven Allen
2009 arXiv   pre-print
The large masses of clusters imply that their contents have been accreted from regions of ~8-40 comoving Mpc in size and should thus be representative of the mean matter content of the universe.  ...  During the next decade sensitive multi-wavelength observations should be able to map the radial distributions of all main mass components (stars, cold, warm, and hot gas and total mass) at z<~ 1 out to  ...  Stellar content. To obtain robust stellar mass measurements for cluster galaxies and ICL, deep, multi-band photometry is needed, with filters spanning the peak in the stellar component of the SED.  ... 
arXiv:0903.0388v1 fatcat:hybynlevbrhgdpovlctv7faqru

Distribution Characteristics of Micro Remaining Oil of Class III Reservoirs after Fracture Flooding in Daqing Oilfield

Nan Jiang, Zilu Zhang, Guohui Qu, Jiqiang Zhi, Rongzhou Zhang
2022 Energies  
scanning laser study shows that the remaining oil in thin membranous and clustered forms on pore surfaces is highly utilized. (3) CT scan study shows that the remaining oil in membranous and clustered  ...  The rapid injection of hydraulic surface activators into the formation and displacement of the remaining oil in class III reservoirs through rock core flooding experiments were simulated in this paper.  ...  The fluid and rock skeleton particles of each phase were segmented and extracted from the image and the model, and the distribution maps of oil, water, and particle phases in the core were obtained.  ... 
doi:10.3390/en15093385 fatcat:aw2tm2dz3neidmf5ttzbhk3aau

IAS volume 173 Cover and Front matter

1996 Symposium - International astronomical union  
Schramm Effect Of Sub-Structure In Clusters On The Local Weak-Shear 155 Field P. Natarajan & J.-P. Kneib A Multi-Wavelength Analysis Of Matter Distribution In 157 Clusters of Galaxies H.  ...  Garrett A Lens Model For B0218+357 197 S. Nair Table of Contents of ix Chapter 7: Microlensing In the Galaxy Gravitational Microlensing, The Distance Scale, And The Ages 199 B.  ...  Hewett Ground-Based And HST Direct Imaging Of HLQs 387 J. Surdej, A.O. Jaunsen, J.-F. Claeskens, et  ... 
doi:10.1017/s0074180900231975 fatcat:bha7nrpejna2te7ywyvvjdnaki

Communication Models for Resource Constrained Hierarchical Ethernet Networks [chapter]

Jun Zhu, Alexey Lastovetsky, Shoukat Ali, Rolf Riesen
2014 Lecture Notes in Computer Science  
14 Algorithm -to predict the time required for each communication operation • The communication times depend on message sizes and the derived communication bandwidth of logical links, as in [Martinasso  ...  Introduction • Cost effective yet powerful computer cluster -COTS computers: multi-core to many-core -Ethernet vs. custom interconnects -Shared resources: network and memory -Open-source software stack  ...  contention • Hockney model [Network contention-aware • A recent communication model [Martinasso 11] considers NIC level contention for InfiniBand clusters Our proposed model for Ethernet clusters  ... 
doi:10.1007/978-3-642-54420-0_26 fatcat:i7jzta3uhbcffektforfcotlnu

A Survey on Accelerated Mapreduce for Hadoop

Jyotindra Tiwari, Dr. Mahesh Pawar, Dr. Anjajana Pandey
2017 Oriental journal of computer science and technology  
Authors have tried to extend a multi- machine alone parallelism of Map Reduce model to multi-machine along with multi-core. It is aimed at both data and compute-intensive applications.  ...  Map Reduce programming model.  ... 
doi:10.13005/ojcst/10.03.07 fatcat:b2y4foroavdirhf4ny3v2vabfa

Cache-conscious off-line real-time scheduling for multi-core platforms: algorithms and implementation

Viet Anh Nguyen, Damien Hardy, Isabelle Puaut
2019 Real-time systems  
In this paper, we propose two scheduling techniques for multi-core architectures equipped with local instruction and data caches.  ...  The efficiency of the techniques is demonstrated through an implementation of these cache-conscious schedules on a real multi-core hardware: a 16-core cluster of the Kalray MPPA-256, Andey generation.  ...  This work was partially funded by European Unions Horizon 2020 research and innovation program under grant agreement No 688131, project Argo (http://www.argo-project.eu/), and by PIA project CAPACITES  ... 
doi:10.1007/s11241-019-09333-z fatcat:e5sy2lcet5evtalbsmem6fmkca

Response Time Analysis of Synchronous Data Flow Programs on a Many-Core Processor

Hamza Rihani, Matthieu Moy, Claire Maiza, Robert I. Davis, Sebastian Altmeyer
2016 Proceedings of the 24th International Conference on Real-Time Networks and Systems - RTNS '16  
In this paper we introduce a response time analysis technique for Synchronous Data Flow programs mapped to multiple parallel dependent tasks running on a compute cluster of the Kalray MPPA-256 many-core  ...  The analysis we derive computes a set of response times and release dates that respect the constraints in the task dependency graph.  ...  /1) and the INRIA International Chair program.  ... 
doi:10.1145/2997465.2997472 dblp:conf/rtns/RihaniMMDA16 fatcat:s2wvwbsn5rgtrozcichaew6iqi
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