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A Message Ferrying Approach for Data Delivery in Sparse Mobile Ad Hoc Networks,” in (2004)

by W Zhao, M Ammar, E Zegura
Venue:Proc. of MOBIHOC,
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Spray and Wait: An Efficient Routing Scheme for Intermittently Connected Mobile Networks

by Thrasyvoulos Spyropoulos , Konstantinos Psounis , Cauligi S. Raghavendra , 2001
"... Intermittently connected mobile networks are sparse wireless networks where most of the time there does not exist a complete path from the source to the destination. These networks ..."
Abstract - Cited by 503 (10 self) - Add to MetaCart
Intermittently connected mobile networks are sparse wireless networks where most of the time there does not exist a complete path from the source to the destination. These networks

MaxProp: Routing for Vehicle-Based Disruption-Tolerant Networks

by John Burgess, Brian Gallagher, David Jensen, Brian Neil Levine - In Proc. IEEE INFOCOM , 2006
"... Abstract — Disruption-tolerant networks (DTNs) attempt to route network messages via intermittently connected nodes. Routing in such environments is difficult because peers have little information about the state of the partitioned network and transfer opportunities between peers are of limited dura ..."
Abstract - Cited by 488 (12 self) - Add to MetaCart
Abstract — Disruption-tolerant networks (DTNs) attempt to route network messages via intermittently connected nodes. Routing in such environments is difficult because peers have little information about the state of the partitioned network and transfer opportunities between peers are of limited duration. In this paper, we propose MaxProp, a protocol for effective routing of DTN messages. MaxProp is based on prioritizing both the schedule of packets transmitted to other peers and the schedule of packets to be dropped. These priorities are based on the path likelihoods to peers according to historical data and also on several complementary mechanisms, including acknowledgments, a head-start for new packets, and lists of previous intermediaries. Our evaluations show that MaxProp performs better than protocols that have access to an oracle that knows the schedule of meetings between peers. Our evaluations are based on 60 days of traces from a real DTN network we have deployed on 30 buses. Our network, called UMassDieselNet, serves a large geographic area between five colleges. We also evaluate MaxProp on simulated topologies and show it performs well in a wide variety of DTN environments. I.
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...uting in DTNs, made possible by stronger assumptions such as knowledge of geographic location, prior knowledge of connectivity patterns, and control over peer movement [1], [3], [4], [8], [12], [16], =-=[17]-=-, [18], [19], [10], [15]. A few similar deployments have been created for DTN research. Many projects have been focused on bringing Internet connectivity to developing and rural communities. DakNet in...

Cartel: a distributed mobile sensor computing system

by Bret Hull, Vladimir Bychkovsky, Yang Zhang, Kevin Chen, Michel Goraczko, Allen Miu, Eugene Shih, Hari Balakrishnan, Samuel Madden - In 4th ACM SenSys , 2006
"... CarTel is a mobile sensor computing system designed to collect, process, deliver, and visualize data from sensors located on mobile units such as automobiles. A CarTel node is a mobile embedded computer coupled to a set of sensors. Each node gathers and processes sensor readings locally before deliv ..."
Abstract - Cited by 327 (30 self) - Add to MetaCart
CarTel is a mobile sensor computing system designed to collect, process, deliver, and visualize data from sensors located on mobile units such as automobiles. A CarTel node is a mobile embedded computer coupled to a set of sensors. Each node gathers and processes sensor readings locally before delivering them to a central portal, where the data is stored in a database for further analysis and visualization. In the automotive context, a variety of on-board and external sensors collect data as users drive. CarTel provides a simple query-oriented programming interface, handles large amounts of heterogeneous data from sensors, and handles intermittent and variable network connectivity. CarTel nodes rely primarily on opportunistic wireless (e.g., Wi-Fi, Bluetooth) connectivity—to the Internet, or to “data mules ” such as other CarTel nodes, mobile phone flash memories, or USB keys—to communicate with the portal. CarTel applications run on the portal, using a delaytolerant continuous query processor, ICEDB, to specify how the mobile nodes should summarize, filter, and dynamically prioritize data. The portal and the mobile nodes use a delaytolerant network stack, CafNet, to communicate. CarTel has been deployed on six cars, running on a small scale in Boston and Seattle for over a year. It has been used to analyze commute times, analyze metropolitan Wi-Fi deployments, and for automotive diagnostics.
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...n the current implementation of CarTel, we exploit the throughput advantages that muling offers in CafNet. There are several mule-based, delay-tolerant network architecture proposals in the community =-=[19, 48, 29, 36, 43, 59, 24, 35, 47, 23]-=-. These systems typically provide some mechanism for buffering data that applications want to send while disconnected, possibly with some custody transfer [19] whereby intermediate nodes accept respon...

Efficient routing in intermittently connected mobile networks: The multiple-copy case

by Thrasyvoulos Spyropoulos, Konstantinos Psounis, Cauligi S. Raghavendra , 2008
"... Intermittently connected mobile networks are wireless networks where most of the time there does not exist a complete path from the source to the destination. There are many real networks that follow this model, for example, wildlife tracking sensor networks, military networks, vehicular ad hoc net ..."
Abstract - Cited by 303 (18 self) - Add to MetaCart
Intermittently connected mobile networks are wireless networks where most of the time there does not exist a complete path from the source to the destination. There are many real networks that follow this model, for example, wildlife tracking sensor networks, military networks, vehicular ad hoc networks, etc. In this context, conventional routing schemes fail, because they try to establish complete end-to-end paths, before any data is sent. To deal with such networks researchers have suggested to use flooding-based routing schemes. While flooding-based schemes have a high probability of delivery, they waste a lot of energy and suffer from severe contention which can significantly degrade their performance. Furthermore, proposed efforts to reduce the overhead of flooding-based schemes have often been plagued by large delays. With this in mind, we introduce a new family of routing schemes that “spray ” a few message copies into the network, and then route each copy independently towards the destination. We show that, if carefully designed, spray routing not only performs significantly fewer transmissions per message, but also has lower average delivery delays than existing schemes; furthermore, it is highly scalable and retains good performance under a large range of scenarios. Finally, we use our theoretical framework proposed in our 2004 paper to analyze the performance of spray routing. We also use this theory to show how to choose the number of copies to be sprayed and how to optimally distribute these copies to relays.

BUBBLE Rap: Social-based forwarding in delay tolerant networks

by Pan Hui, Jon Crowcroft, Eiko Yoneki - in Proc. ACM MobiHoc , 2008
"... In this paper we seek to improve our understanding of human mobility in terms of social structures, and to use these structures in the design of forwarding algorithms for Pocket Switched Networks (PSNs). Taking human mobility traces from the real world, we discover that human interaction is heteroge ..."
Abstract - Cited by 284 (31 self) - Add to MetaCart
In this paper we seek to improve our understanding of human mobility in terms of social structures, and to use these structures in the design of forwarding algorithms for Pocket Switched Networks (PSNs). Taking human mobility traces from the real world, we discover that human interaction is heterogeneous both in terms of hubs (popular individuals) and groups or communities. We propose a social based forwarding algorithm, BUBBLE, which is shown empirically to improve the forwarding efficiency significantly compared to oblivious forwarding schemes and to PROPHET algorithm. We also show how this algorithm can be implemented in a distributed way, which demonstrates that it is applicable in the decentralised environment of PSNs.

Social Network Analysis for Routing in Disconnected Delay-tolerant MANETs

by Elizabeth Daly, Mads Haahr , 2007
"... Message delivery in sparse Mobile Ad hoc Networks (MANETs) is difficult due to the fact that the network graph is rarely (if ever) connected. A key challenge is to find a route that can provide good delivery performance and low end-to-end delay in a disconnected network graph where nodes may move fr ..."
Abstract - Cited by 276 (1 self) - Add to MetaCart
Message delivery in sparse Mobile Ad hoc Networks (MANETs) is difficult due to the fact that the network graph is rarely (if ever) connected. A key challenge is to find a route that can provide good delivery performance and low end-to-end delay in a disconnected network graph where nodes may move freely. This paper presents a multidisciplinary solution based on the consideration of the socalled small world dynamics which have been proposed for economy and social studies and have recently revealed to be a successful approach to be exploited for characterising information propagation in wireless networks. To this purpose, some bridge nodes are identified based on their centrality characteristics, i.e., on their capability to broker information exchange among otherwise disconnected nodes. Due to the complexity of the centrality metrics in populated networks the concept of ego networks is exploited where nodes are not required to exchange information about the entire network topology, but only locally available information is considered. Then SimBet Routing is proposed which exploits the exchange of pre-estimated ‘betweenness’ centrality metrics and locally determined social ‘similarity’ to the destination node. We present simulations using real trace data to demonstrate that SimBet Routing results in delivery performance close to Epidemic Routing but with significantly reduced overhead. Additionally, we show that Sim-Bet Routing outperforms PRoPHET Routing, particularly when the sending and receiving nodes have low connectivity.

Energy conservation in wireless sensor networks: A survey

by Giuseppe Anastasi, Marco Conti, Mario Di Francesco, Andrea Passarella
"... In the last years, wireless sensor networks (WSNs) have gained increasing attention from both the research community and actual users. As sensor nodes are generally battery-powered devices, the critical aspects to face concern how to reduce the energy consumption of nodes, so that the network lifeti ..."
Abstract - Cited by 227 (11 self) - Add to MetaCart
In the last years, wireless sensor networks (WSNs) have gained increasing attention from both the research community and actual users. As sensor nodes are generally battery-powered devices, the critical aspects to face concern how to reduce the energy consumption of nodes, so that the network lifetime can be extended to reasonable times. In this paper we first break down the energy consumption for the components of a typical sensor node, and discuss the main directions to energy conservation in WSNs. Then, we present a systematic and comprehensive taxonomy of the energy conservation schemes, which are subsequently discussed in depth. Special attention has been devoted to promising solutions which have not yet obtained a wide attention in the literature, such as techniques for energy efficient data acquisition. Finally we conclude the paper with insights for research directions about energy conservation in WSNs.

Adaptive Routing for Intermittently Connected Mobile Ad Hoc Networks

by Mirco Musolesi, Stephen Hailes, Cecilia Mascolo - in Proc. WOWMOM , 2005
"... The vast majority of mobile ad hoc networking research makes a very large assumption: that communication can only take place between nodes that are simultaneously accessible within in the same connected cloud (i.e., that communication is synchronous). In reality, this assumption is likely to be a po ..."
Abstract - Cited by 159 (28 self) - Add to MetaCart
The vast majority of mobile ad hoc networking research makes a very large assumption: that communication can only take place between nodes that are simultaneously accessible within in the same connected cloud (i.e., that communication is synchronous). In reality, this assumption is likely to be a poor one, particularly for sparsely or irregularly populated environments. In this paper, we present the Context-Aware Routing (CAR) algorithm. CAR is a novel approach to the provision of asynchronous communication in partially-connected mobile ad hoc networks, based on the intelligent placement of messages. We discuss the details of the algorithm, and then present simulation results demonstrating that it is possible for nodes to exploit context information in making local decisions that lead to good delivery ratios and latencies with small overheads. 1
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...optimal algorithms, according to the different knowledge about the topology of the networks and the sampled delivery delays, to compute the best end-to-end communication shortest path. Zhao et al. in =-=[27]-=- discuss the so-called Message Ferrying approach for message delivery in mobile ad hoc networks. The authors propose a proactive solution based on the exploitation of highly mobile nodes called ferrie...

A Survey of Practical Issues in Underwater Networks

by Jim Partan, Jim Kurose Brian Neil Levine - In Proc. ACM WUWNet , 2006
"... ..."
Abstract - Cited by 159 (6 self) - Add to MetaCart
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...e of vehicles with controllable movements. Dunbabin, et al [60] have deployed a system on an AUV in a test pool that plans a route to visit stationary underwater nodes in known locations. Zhao, et al =-=[61, 62, 63]-=- have several works that investigate DTN routing based on ferries that operate on planned mobility paths; the paths are designed to optimize network performance and known to all other nodes. Burns, et...

Mv routing and capacity building in disruption tolerant networks

by Brendan Burns, Oliver Brock, Brian Neil Levine, Brendan Burns, Oliver Brock, Brian Neil Levine - In Proceedings of IEEE INFOCOM , 2005
"... Disruption Tolerant Networks (DTNs) require routing algo-rithms that are different from those designed for ad hoc networks. In DTNs, transport of data through the network is achieved through the physical movement of the participants in the net-work. We address two fundamental problems of routing in ..."
Abstract - Cited by 154 (12 self) - Add to MetaCart
Disruption Tolerant Networks (DTNs) require routing algo-rithms that are different from those designed for ad hoc networks. In DTNs, transport of data through the network is achieved through the physical movement of the participants in the net-work. We address two fundamental problems of routing in DTNs: routing algorithms with robust delivery rates, and management of networks where demand for routes does not match with the movement of peers. For the first problem, we propose the MV algorithm, which is based on observed meetings between peers and visits of peers to geographic locations. We show that our approach can achieve robust delivery rates: 83 % of the maxi-mum possible delivery rate, as compared to 64 % for fifo buffer management. The advantage remains significant as the offered load of the system is increased an order of magnitude. For the
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... or possible, a growing body of work is exploring techniques for moving network traffic over asynchronous paths. Such networks have varied names: highly-partitioned networks [6, 10], message ferrying =-=[25, 24]-=-, delay tolerant networks [8], and disruption tolerant networks (DTNs) [7]. To enable routing end-to-end in a DTN (the term we choose for this article) , peers are relied upon to store and carry messa...

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