Autonomic communications seek to improve the ability of network and services to cope with unpredicted change, including changes in topology, load, task, the physical and logical characteristics of the networks that can be accessed, and so forth. Broad-ranging autonomic solutions require designers to account for a range of end-to-end issues affecting programming models, network and contextual modeling and reasoning, decentralised algorithms, trust acquisition and maintenance---issues whose solutions may draw on approaches and results from a surprisingly broad range of disciplines. We survey the current state of autonomic communications research and identify significant emerging trends and techniques.

A survey of autonomic communications

As a unit within Purdue University, the College of Pharmacy “is committed to maintaining a community which recognizes and values the inherent worth and dignity of every person; fosters tolerance, sensitivity, understanding, and mutual respect among its members; and encourages each individual to strive to reach his or her own potential. In pursuit of its goal of academic excellence, the University seeks to develop and nurture diversity. The University believes that diversity among its many members strengthens the institution, stimulates creativity, promotes the exchange of ideas, and enriches campus life.”1

多様性--The Diversity

The possibility to analyze everyday monetary transactions is limited by the scarcity of available data, as this kind of information is usually considered highly sensitive. Present econophysics models are usually employed on presumed random networks of interacting agents, and only some macroscopic properties (e.g. the resulting wealth distribution) are compared to real-world data. In this paper, we analyze Bitcoin, which is a novel digital currency system, where the complete list of transactions is publicly available. Using this dataset, we reconstruct the network of transactions and extract the time and amount of each payment. We analyze the structure of the transaction network by measuring network characteristics over time, such as the degree distribution, degree correlations and clustering. We find that linear preferential attachment drives the growth of the network. We also study the dynamics taking place on the transaction network, i.e. the flow of money. We measure temporal patterns and the wealth accumulation. Investigating the microscopic statistics of money movement, we find that sublinear preferential attachment governs the evolution of the wealth distribution. We report a scaling law between the degree and wealth associated to individual nodes.

/pdf/do-the-rich-get-richer-an-empirical-analysis-of-the-bitcoin-4a5a1x2onm.pdf

Do the rich get richer? An empirical analysis of the Bitcoin transaction network.

https://link.springer.com/content/pdf/10.1057%2Fjors.1963.32.pdf

Introduction to the Theory of Queues

Smartphone-based crowdsourcing fosters the rise of radically novel systems and applications in the context of network monitoring. This article discusses the most significant opportunities offered by this approach, and the major challenges that have to be faced. Our experience in building a smartphone-based crowdsourcing system, Portolan, is also included to provide a practical background to the discussion and to demonstrate the possible benefits.

http://vecchio.iet.unipi.it/vecchio/files/2010/02/article.pdf

Smartphone-based crowdsourcing for network monitoring: Opportunities, challenges, and a case study

The localization of Internet hosts opens space for a wide scope of applications, from targeted, location aware content provision to localizing illegal content. In this paper we present a novel probabilistic approach, called Spotter, for estimating the geographic position of Internet devices with remarkable precision. While the existing methods use landmark specific calibration for building their internal models we show that the delay-distance data follow a generic distribution for each landmark. Hence, instead of describing the delay-distance space in a landmark specific manner our proposed method handles all the calibration points together and derives a common delay-distance model. This fundamental discovery indicates that, in contrast to prior techniques, Spotter is less prone to measurement errors and other anomalies such as indirect routing. To demonstrate the robustness and the accuracy of Spotter we test the performance on PlanetLab nodes as well as on a more realistic reference set collected by CAIDA explicitly for geolocation comparison purposes. To the best of our knowledge, we are the first to use this novel ground truth containing over 23000 network routers with their geographic locations.

/pdf/spotter-a-model-based-active-geolocation-service-42f0fmahkk.pdf

Spotter: A model based active geolocation service

The European Traffic Observatory is a European Union VI Framework Program sponsored effort, within the Integrated Project EVERGROW, that aims at providing a paneuropean traffic measurement infrastructure with high-precision, GPS-synchronized monitoring nodes. This paper describes the system and node architectures, together with the management system. On the other hand, we also present the testing platform that is currently being used for testing ETOMIC nodes before actual deployment.

/pdf/the-european-traffic-observatory-measurement-infrastructure-2s5aiiubf8.pdf

The European Traffic Observatory Measurement Infrastructure (ETOMIC): a testbed for universal active and passive measurements

http://lakis.web.elte.hu/publ/laki_comnet2010.pdf

A model based approach for improving router geolocation

Online sharing of scientific information has accelerated the research activity in various different domains of science. This fact inspires us to initiate this kind of approach in the field of network research and review some projects pointing towards this direction. Using the experiences of similar efforts in other domains of sciences we are building a prototype node for Network Measurement Virtual Observatory. The goal of the observatory is to stimulate network research through sharing available measurement data along with analysis results and providing easy-to-use "online" network data analysis tools for network research and management purposes. We would also like to initiate discussion about standardization of network measurement data and to motivate other researchers to publish their own data and tools. In this paper we sketch the basic concept of Virtual Observatories and present a prototype system developed to share measurement data and tools associated with the ETOMIC measurement infrastructure.

Building a prototype for network measurement virtual observatory

This study outlines two novel techniques which can be used in the area of IP geolocation. First we introduce a detailed path-latency model to be able to determine the overall propagation delays along the network paths more accurately. This knowledge then leads to more precise geographic distance estimation between network routers and measurement nodes. In addition to the application of the detailed path-latency model, we describe a method which utilizes high-precision one-way delay measurements to further increase the accuracy of router geolocation techniques. The precise one-way delay values are used as a “path-constraint” to limit the overall geographic distance between the measurement nodes. The approach introduced in this paper can be used to localize all the network routers along the network path between the measurement nodes and can be combined with other existing geolocation techniques. The introduced techniques are validated in a wide range of experiments performed in the ETOMIC measurement infrastructure.

/pdf/a-detailed-path-latency-model-for-router-geolocation-3ipfc217v4.pdf

Péter Hága

Papers

Spotter: A model based active geolocation service

The European Traffic Observatory Measurement Infrastructure (ETOMIC): a testbed for universal active and passive measurements

A model based approach for improving router geolocation

Building a prototype for network measurement virtual observatory

A detailed path-latency model for router geolocation