[PDF] Top 20 A novel HBase data storage in wireless sensor networks

... Primitive HBase data storage specific optimization, data sharing and data distribution are the two ordinary optimization ...although data sharing unifies the manage ... See full document

... Figure 13a shows the success rate of different methods. Success rate is defined as the ratio between the number of successfully resolved queries and the total number of queries generated. This metric is used to reflect ... See full document

... the sensor network so that it can dynamically adapt to a suitable configuration that minimizes the overall storage and query ...new storage configuration is needed, sensors periodically send summary ... See full document

... of sensor readings generated in a given time window somewhere in ...on data/query path from source SNs to sink. Storing data locally incurs zero cost for data accumulation, whereas the query ... See full document

... a novel approach for compressing the data and lightweight scheme to securely transmit provenance for sensor data through an AM-FM sketch ...[8]. Wireless sensor networks ... See full document

... cloud storage. Data obtained from sensors is stored on cloud, where individual records are separated and Naïve Bayes Algorithm is applied to detect the ...using wireless sensor networks ... See full document

... remote sensor arrange comprises numerous vitality compelled sensor hubs that are arbitrarily sent is the sensor ...Grid-based Data Dissemination plot for arbitrarily conveyed remote ... See full document

... in sensor networks ...energy storage devices and electronic circuitry power consumption limits the lifespan of the ...High data rate applications can last for a few days whereas applications ... See full document

... The design of WSN applications is challenging since they normally have to deal with their own business logic, and with the issues that naturally arise when WSNs are taken into account, such as network formation, ... See full document

... in data collection has received much at- tention in recent ...in data gathering with static sink such as hotspots, quick energy depletion of sensor nodes and so ...when sensor nodes do not ... See full document

... a novel tree building algorithm is incorporated so that each head node of a cluster could construct a tree with itself as a ...disk storage platter consisting of tracks and sectors ...map data ... See full document

... position data in an extensible and optimal fashion and therefore bears location-based routing in large-scale wireless sensor ...on sensor networks, including selective forwarding, ... See full document

... sending data to the leader is ...each sensor node will bring extra overhead to sensor nodes in terms of energy consumption and ...network data computation from several nodes will require ... See full document

... The regular method in WSNs to manage diagnosis of fault is very problem specific: (i) The health maintenance procedures in hand crafts [10-11] relying on expert knowledge and limited application scope, (ii) sending (a ... See full document

... Water resources are the basis for human survival and development. Water shortage and water pollution are two major problems facing the world's water environment, so the protection of water resources has become a global ... See full document

... Weather prediction or disaster early-warning models based on deep learning have become popular in recent years. Tian and Chen proposed a neural network-based multivariate correspondence analysis model (MCA-NN) for ... See full document

... a sensor node may sense temperature, while another sensor node may sense the motion of an ...aggregated data to the BS or to another CH using the cluster-based routing ...in Sensor Information ... See full document

... years Wireless Sensor Networks (WSN) have emerged as research tool and solution for a number of applications [1] as they incorporate technologies from three different research interests: sensing, ... See full document

... considering the effect on the length of pre-failure data paths. Some schemes recover the network by repositioning the existing nodes, whereas others carefully place additional relay nodes. On the other hand, some ... See full document

... Wireless sensor network (WSN) is widely considered as one of the most important technology in the past ...multifunctional wireless sensor nodes, with sensing, wireless communications ... See full document