Similarities between communication dynamics in the Internet and the autonomic nervous system

被引:24
作者
Fukuda, K [1 ]
Amaral, LAN
Stanley, HE
机构
[1] Boston Univ, Ctr Polymer Studies, Boston, MA 02215 USA
[2] Boston Univ, Dept Phys, Boston, MA 02215 USA
[3] NTT Corp, Network Innovat Labs, Tokyo 1808585, Japan
[4] Northwestern Univ, Dept Chem Engn, Evanston, IL 60208 USA
来源
EUROPHYSICS LETTERS | 2003年 / 62卷 / 02期
关键词
D O I
10.1209/epl/i2003-00345-2
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The Internet is a world-wide communication network, whose optimization depends on the knowledge of the statistical characterization of the aggregated traffic flow. Internet traffic is dependent on a number off actors, including communication protocols, network topology, and human behavior. Using a recently proposed segmentation algorithm, we find a surprising analogy between the nonstationarity and the correlations in the communication dynamics in the Internet and in another communication network of great interest: the autonomic nervous system (ANS). The ANS controls involuntary muscle motion, secreting glands, and the heart, hence, we surmise that the time interval between successive heartbeats-an easily measured physiological signal-provides a probe of the communication dynamics for the ANS. We find quantitative similarities between the statistical properties of i) healthy heart rate variability and non-congested Internet traffic, and ii) diseased heart rate variability and congested Internet traffic. Our findings suggest that the understanding of the mechanisms underlying the "human-made" Internet could help to understand the "natural" network that controls the heart.
引用
收藏
页码:189 / 195
页数:7
相关论文
共 30 条
[1]  
ABBOTT D, 2000, AIP C P, V511
[2]   Statistical mechanics of complex networks [J].
Albert, R ;
Barabási, AL .
REVIEWS OF MODERN PHYSICS, 2002, 74 (01) :47-97
[3]   Behavioral-independence features of complex heartbeat dynamics [J].
Amaral, LAN ;
Ivanov, PC ;
Aoyagi, N ;
Hidaka, I ;
Tomono, S ;
Goldberger, AL ;
Stanley, HE ;
Yamamoto, Y .
PHYSICAL REVIEW LETTERS, 2001, 86 (26) :6026-6029
[4]   Emergence of scaling in random networks [J].
Barabási, AL ;
Albert, R .
SCIENCE, 1999, 286 (5439) :509-512
[5]   Scale invariance in the nonstationarity of human heart rate -: art. no. 168105 [J].
Bernaola-Galván, P ;
Ivanov, PC ;
Amaral, LAN ;
Stanley, HE .
PHYSICAL REVIEW LETTERS, 2001, 87 (16) :1-168105
[6]   Correlated and uncorrelated regions in heart-rate fluctuations during sleep [J].
Bunde, A ;
Havlin, S ;
Kantelhardt, JW ;
Penzel, T ;
Peter, JH ;
Voigt, K .
PHYSICAL REVIEW LETTERS, 2000, 85 (17) :3736-3739
[7]  
Bunde A., 2002, SCI DISASTERS CLIMAT
[8]  
Comer D. E., 2000, INTERNETWORKING TCP, V1
[9]   Self-similarity in World Wide Web traffic: Evidence and possible causes [J].
Crovella, ME ;
Bestavros, A .
IEEE-ACM TRANSACTIONS ON NETWORKING, 1997, 5 (06) :835-846
[10]   1/F NOISE IN COMPUTER NETWORK TRAFFIC [J].
CSABAI, I .
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1994, 27 (12) :L417-L421