scholarly journals Simulation approach for improving the computing network topology and performance of the China IHEP Data Center

2019 ◽  
Vol 214 ◽  
pp. 08018
Author(s):  
Andrey Nechaevskiy ◽  
Gennady Ososkov ◽  
Darya Pryahina ◽  
Vladimir Trofimov ◽  
Weidong Li

The paper describes the project intended to improve the computing network topology and performance of the China IHEP Data Center taking into account growing numbers of hosts, experiments and computing resources. The analysis of the computing performance of the IHEP Data Center in order to optimize its distributed data processing system is a really hard problem due to the great scale and complexity of shared computing and storage resources between various HEP experiments. In order to fulfil the requirements, we adopt the simulation program SyMSim that was developed at the Laboratory of Information Technologies of the Joint Institute for Nuclear Research. This simulation system is focused on improving the efficiency of the grid-cloud structures development by using the work quality indicators of some real system. SyMSim facilitates making a decision regarding required equipment and resources. The simulation uses input parameters from the data base of the IHEP computing infrastructure, besides we use some data of the BESIII experiments to indicate workflow and data flow parameters for simulation three different cases of organizing IHEP computing infrastructure. The first simulation results show that the proposed approach allows us to make an optimal choice of the network topology improving its performance and saving resources.

1986 ◽  
Vol 20 (1) ◽  
pp. 83-92 ◽  
Author(s):  
Dennis Black ◽  
Kjeld Molvig ◽  
Anna Bagniewska ◽  
Stan Edlavitch ◽  
Cary Fox ◽  
...  

2016 ◽  
Vol 101 ◽  
pp. 333-340
Author(s):  
Vladimir Korenkov ◽  
Andrey Nechaevskiy ◽  
Gennadiy Ososkov ◽  
Yuri Potrebenikov ◽  
Darya Pryahina ◽  
...  

2017 ◽  
Vol 14 (3) ◽  
pp. 611-627
Author(s):  
Tao Jiang ◽  
Huaxi Gu ◽  
Kun Wang ◽  
Xiaoshan Yu ◽  
Yunfeng Lu

Some applications, like MapReduce, ask for heterogeneous network in data center network. However, the traditional network topologies, like fat tree and BCube, are homogeneous. MapReduce is a distributed data processing application. In this paper, we propose a BHyberCube network (BHC), which is a new heterogeneous network for MapReduce. Heterogeneous nodes and scalability issues are addressed considering the implementation of MapReduce in the existing topologies. Mathematical model is established to demonstrate the procedure of building a BHC. Comparisons of BHC and other topologies show the good properties BHC possesses for MapReduce. We also do simulations of BHC in multi-job injection and different probability of worker servers? communications scenarios respectively. The result and analysis show that the BHC could be a viable interconnection topology in today?s data center for MapReduce.


1995 ◽  
Vol 21 (6) ◽  
pp. 511-518
Author(s):  
MEGUMI DESHIMARU ◽  
SATOSHI TSURUTA ◽  
HIDEO TOGASHI ◽  
KOUJI AOKI ◽  
MASAHIRO NAKANO

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