Analysis of the Communication Traffic for Blockchain Synchronization of IoT Devices

Blockchain is a technology uniquely suited to support massive number of transactions and smart contracts within the Internet of Things (IoT) ecosystem, thanks to the decentralized accounting mechanism. In a blockchain network, the states of the accounts are stored and updated by the validator nodes, interconnected in a peer-to-peer fashion. IoT devices are characterized by relatively low computing capabilities and low power consumption, as well as sporadic and low-bandwidth wireless connectivity. An IoT device connects to one or more validator nodes to observe or modify the state of the accounts. In order to interact with the most recent state of accounts, a device needs to be synchronized with the blockchain copy stored by the validator nodes. In this work, we describe general architectures and synchronization protocols that enable synchronization of the IoT endpoints to the blockchain, with different communication costs and security levels. We model and analytically characterize the traffic generated by the synchronization protocols, and also investigate the power consumption and synchronization trade-off via numerical simulations. To the best of our knowledge, this is the first study that rigorously models the role of wireless connectivity in blockchain-powered IoT systems.Comment: Paper accepted at IEEE International Conference on Communications (ICC) 201

Current singularities at Quasi-separatrix layers and three-dimensional magnetic nulls

The open problem of how singular current structures form in line-tied, three-dimensional magnetic fields is addressed. A Lagrangian magneto-frictional relaxation method is employed to model the field evolution toward the final near-singular state. Our starting point is an exact force-free solution of the governing magnetohydrodynamic equations that is sufficiently general to allow for topological features like magnetic nulls to be inside or outside the computational domain, depending on a simple set of parameters. Quasi-separatrix layers (QSLs) are present in these structures and, together with the magnetic nulls, they significantly influence the accumulation of current. It is shown that perturbations affecting the lateral boundaries of the configuration lead not only to collapse around the magnetic null but also to significant QSL currents. Our results show that once a magnetic null is present, the developing currents are always attracted to that specific location and show a much stronger scaling with resolution than the currents that form along the QSL. In particular, the null-point scalings can be consistent with models of "fast" reconnection. The QSL currents also appear to be unbounded but give rise to weaker singularities, independent of the perturbation amplitude

Structurally dynamic spin market networks

The agent-based model of stock price dynamics on a directed evolving complex network is suggested and studied by direct simulation. The stationary regime is maintained as a result of the balance between the extremal dynamics, adaptivity of strategic variables and reconnection rules. The inherent structure of node agent "brain" is modeled by a recursive neural network with local and global inputs and feedback connections. For specific parametric combination the complex network displays small-world phenomenon combined with scale-free behavior. The identification of a local leader (network hub, agent whose strategies are frequently adapted by its neighbors) is carried out by repeated random walk process through network. The simulations show empirically relevant dynamics of price returns and volatility clustering. The additional emerging aspects of stylized market statistics are Zipfian distributions of fitness.Comment: 13 pages, 5 figures, accepted in IJMPC, references added, minor changes in model, new results and modified figure

The structure of current layers and degree of field line braiding in coronal loops

One proposed resolution to the long-standing problem of solar coronal heating involves the buildup of magnetic energy in the corona due to turbulent motions at the photosphere that braid the coronal field, and the subsequent release of this energy via magnetic reconnection. In this paper the ideal relaxation of braided magnetic fields modelling solar coronal loops is followed. A sequence of loops with increasing braid complexity is considered, with the aim of understanding how this complexity influences the development of small scales in the magnetic field, and thus the energy available for heating. It is demonstrated that the ideally accessible force-free equilibrium for these braided fields contains current layers of finite thickness. It is further shown that for any such braided field, if a force-free equilibrium exists then it should contain current layers whose thickness is determined by length scales in the field line mapping. The thickness and intensity of the current layers follow scaling laws, and this allows us to extrapolate beyond the numerically accessible parameter regime and to place an upper bound on the braid complexity possible at coronal plasma parameters. At this threshold level the braided loop contains $10^{26}$--$10^{28}{\rm ergs}$ of available free magnetic energy, more than sufficient for a large nanoflare.Comment: To appear in ApJ. 20 pages, 10 figure

Monitoring Challenges and Approaches for P2P File-Sharing Systems

Since the release of Napster in 1999, P2P file-sharing has enjoyed a dramatic rise in popularity. A 2000 study by Plonka on the University of Wisconsin campus network found that file-sharing accounted for a comparable volume of traffic to HTTP, while a 2002 study by Saroiu et al. on the University of Washington campus network found that file-sharing accounted for more than treble the volume of Web traffic observed, thus affirming the significance of P2P in the context of Internet traffic. Empirical studies of P2P traffic are essential for supporting the design of next-generation P2P systems, informing the provisioning of network infrastructure and underpinning the policing of P2P systems. The latter is of particular significance as P2P file-sharing systems have been implicated in supporting criminal behaviour including copyright infringement and the distribution of illegal pornograph

Evaluating Effectiveness of Floodplain Sites along the Lamoille Valley Rail Trail: A Blueprint for Future Rail-River Projects

Floodplains perform many functions of value to society, including conveyance and storage of floodwaters for reduced downstream impacts, sediment and nutrient deposition to support soil formation, and maintenance of pulsed overbank flows to support diverse habitats. When constructed along Vermont’s river valleys in the mid-to-late 1800s, railroads often isolated large areas of natural floodplain, leading to decreased flood and sediment storage, and increased downstream flood stages, sediment and nutrient delivery. Where rail lines have been federally-banked and converted to recreational trails, floodplain reconnection could be achieved by modifying the rail embankment through lowering or installing cross culverts or bridges. With the Lamoille Valley Rail Trail (LVRT) in the Lamoille and Missisquoi River basins as a focal study area, this research has generated tools and planning frameworks for transportation and river managers to identify and prioritize candidate reconnection sites, and to holistically evaluate the benefits of these projects alongside potential impacts to adjacent infrastructure or land uses. Effectiveness of completed and proposed floodplain reconnection sites along the LVRT was evaluated at various spatial scales using a suite of tools. At the watershed and reach scales, a screening protocol was developed, leveraging stream geomorphic assessment data to prioritize potential floodplain reconnection sites for further vetting through field inspection. Ten out of twelve floodplain reconnection sites completed along the LVRT in 2006-2008 were predicted as a priority in a retrospective application of this screening protocol. Low-complexity (Height Above Nearest Drainage) hydraulic modeling results confirmed that most completed projects provided significant increases in the floodplain capacity for floods of 2- to 500-year recurrence intervals. Event-scale monitoring conducted at selected sites has confirmed accumulation of fine sediment and phosphorus. A conservative estimate of a half-ton of phosphorus deposited during one storm on 57 acres highlights the water quality benefits of restoring floodplains. Reconnection alternatives were evaluated in more detail using two-dimensional hydraulic modeling (2D HEC-RAS) at a demonstration reach of the Black Creek near East Fairfield spanning two completed reconnection sites and one proposed site on the LVRT. Modeled reconnection alternatives resulted in modest changes in flooding parameters due to an unexpected, existing degree of cross connection between floodplains of the Black Creek and Elm Brook tributary. Nevertheless, this research project has created a framework for more holistic analysis of floodplain reconnection opportunities at similar sites across Vermont and beyond. The hydraulic modeling products and scenarios developed for this project are being adapted to support analysis and modeling of fine sediment and phosphorus attenuation as the Vermont Agency of Transportation continues to collaborate with the Vermont Agency of Natural Resources and other stakeholders to develop a phosphorus-crediting framework for floodplain reconnection projects