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A Sensor Data Stream Collection Scheme Considering Phase Differences for Load Balancing

Tomoya Kawakami, Tomoki Yoshihisa, Yuuichi Teranishi
2021 International Journal on Mobile Computing and Multimedia Communications  
The authors define continuous sensor data with difference cycles as a sensor data stream and have proposed methods to collect distributed sensor data streams.  ...  In this paper, the authors describe a skip graph-based collection scheme for sensor data streams considering phase differences.  ...  In the delivery of the sensor data streams, however, the same sensor data stream is assumed to have different delivery cycles to be delivered.  ... 
doi:10.4018/ijmcmc.20210401.oa1 fatcat:bbjy4ab74zbpdghjhb5gbhn26e

A Lost Data Recovery Scheme for Sensor Data Stream Multicasting

Ei Khaing Win, Tomoki Yoshihisa, Yoshimasa Ishi, Tomoya Kawakami, Yuuichi Teranishi, Shinji Shimojo
2018 Journal of Information Processing  
In this paper, we propose a lost data recovery scheme called the synchronized recovery stream merging (SRSM) for sensor data stream multicasting in the unstable networks of the IoT applications.  ...  Our proposed schemes reduce the number of the streams managed by the sender by waiting for other recovery streams to synchronize the delivery timing and merging.  ...  For sensor data stream delivery, the sender has three components: sensor data obtainer, sensor database and sensor data stream generator.  ... 
doi:10.2197/ipsjjip.26.158 fatcat:zrupvfddojb27pzpozbhaqrn2y

A Two-tier Overlay Publish/Subscribe System for Sensor Data Stream Using Geographic Based Load Balancing

T. Fukui, S. Matsuura, A. Inomata, K. Fujikawa
2013 2013 27th International Conference on Advanced Information Networking and Applications Workshops  
Publish/Subscribe mechanism is one of the key technologies for handling a real-time data stream in decentralized environments.  ...  fundamental information, and on the other hand, data transfer networks are constructed to perform in-network data processing and dynamic load balancing.  ...  This method is not suitable for managing sensor networks where many sensors constantly generate a large number of events. A stream processing engine (SPE) is a system for handling stream data.  ... 
doi:10.1109/waina.2013.170 dblp:conf/aina/FukuiMIF13 fatcat:nvzi42refnaddlxtzriqj7nj54

A Load Balancing Routing Mechanism Based on SDWSN in Smart City

Xin Cui, Xiaohong Huang, Yan Ma, Qingke Meng
2019 Electronics  
According to the bandwidth requirement of the data flow, the improved load balanced routing is obtained by an Elman neural network.  ...  This paper proposes a load balancing mechanism based on SDWSN (software defined wireless sensor network).  ...  It can also provide programmable data flow control method for software-defined sensor networks.  ... 
doi:10.3390/electronics8030273 fatcat:47x33dlg4ng6pemv2nednbzxl4

Scalable delivery of stream query result

Yongluan Zhou, Ali Salehi, Karl Aberer
2009 Proceedings of the VLDB Endowment  
In this paper, we leverage Distributed Publish/Subscribe System (DPSS), a scalable data dissemination infrastructure, for efficient stream query result delivery.  ...  To take advantage of DPSS's multicast-like data dissemination architecture, one has to exploit the common contents among different result streams and maximize the sharing of their delivery.  ...  The data from each sensor are treated as one data stream. In the experiments, we use 63 streams as our data set and emulate the streaming scenario by using their timestamp information.  ... 
doi:10.14778/1687627.1687634 fatcat:h4tdcmibrzhlfcllglc6bffp4u

Security of Electrostatic Field Persistent Routing: Attacks and Defense Mechanisms

O. C. Ghica, C. Nita-Rotaru, G. Trajcevski, P. Scheuermann
2012 2012 Ninth European Dependable Computing Conference  
We focus on an instance of EFR, called Multi-Pole Field Persistent Routing (MP-FPR), for which we identify attacks that can target different components of the protocol, and propose a set of corresponding  ...  However, it assumes that nodes behave in a cooperative manner making EFR-based routing protocols vulnerable to various attacks. We investigate the security aspects of EFR-based routing protocols.  ...  , such as bounded end-to-end data stream delivery latencies.  ... 
doi:10.1109/edcc.2012.23 dblp:conf/edcc/GhicaNTS12 fatcat:yot6qtlwejanzc2l25zx7kwuie

Security of electrostatic field persistent routing: Attacks and defense mechanisms

Oliviu C. Ghica, Cristina Nita-Rotaru, Goce Trajcevski, Peter Scheuermann
2016 Ad hoc networks  
We focus on an instance of EFR, called Multi-Pole Field Persistent Routing (MP-FPR), for which we identify attacks that can target different components of the protocol, and propose a set of corresponding  ...  However, it assumes that nodes behave in a cooperative manner making EFR-based routing protocols vulnerable to various attacks. We investigate the security aspects of EFR-based routing protocols.  ...  , such as bounded end-to-end data stream delivery latencies.  ... 
doi:10.1016/j.adhoc.2015.07.016 fatcat:tavhhsn3sfajrmf7pilzyawasa

IBRIDIA: A hybrid solution for processing big logistics data

Mohammed AlShaer, Yehia Taher, Rafiqul Haque, Mohand-Saïd Hacid, Mohamed Dbouk
2019 Future generations computer systems  
Correlating data from different sensors and social media and performing analysis in real-time provide opportunities to predict events and prevent unexpected delivery delay at run-time.  ...  In this paper, we present a hybrid framework for processing massive volume of data in batch style and realtime.  ...  A few initiatives have been taken in the field where BIRCH (balanced iterative reducing and clustering using hierarchies) was one of the basic methods for data stream clustering [17] .  ... 
doi:10.1016/j.future.2019.02.044 fatcat:otv3ood5djgbjhfm62j6y4a7hi

HYPERSONIC: A Hybrid Parallelization Approach for Scalable Complex Event Processing

Maor Yankovitch, Ilya Kolchinsky, Assaf Schuster
2022 Proceedings of the 2022 International Conference on Management of Data  
In this paper, we introduce a novel parallelization mechanism for efficient complex event processing over data streams.  ...  The ability to promptly and efficiently detect arbitrarily complex patterns in massive real-time data streams is a crucial requirement in many modern applications.  ...  ACKNOWLEDGMENTS The research leading to these results was supported by the Israel Science Foundation (grant No.191/18).  ... 
doi:10.1145/3514221.3517829 fatcat:3qdonzmz5bec7lcslyc2wr7rum

Towards video streaming in IoT Environments: Vehicular communication perspective

Ahmed Aliyu, Abdul H. Abdullah, Omprakash Kaiwartya, Yue Cao, Jaime Lloret, Nauman Aslam, Usman Mohammed Joda
2018 Computer Communications  
The video streaming for communication is applicable for user-to-vehicle and user-to-office video conferencing [20] .  ...  However, in the multimedia data, we focus on video data and for the IoT communication devices and emphasize on vehicles to vehicle and vehicles to IoT devices.  ...  A replica cost function is defined for handling data replica. It merges important factors including data update cost, data communication cost and data storage cost.  ... 
doi:10.1016/j.comcom.2017.10.003 fatcat:ix4ikwjshbhhtk5o2sdmf33oom

Analysis of hybrid approach for Answering holistic queries in Wireless Sensor

Meenakshi Bhrugubanda
2020 International Journal of Engineering Technology and Management Sciences  
As a result of the no decomposable property of sensors, answering holistic queries are given much less value.  ...  Sensor networks are greatly utilized in unique areas like the transportation methods, wellbeing monitoring, soil monitoring, habitat monitoring and so forth.  ...  So as to rectify this obstacle, the root node is changed by using a neighbor child node, which has the next highest transmission rate and gain a good packet delivery ratio peculiarly for high load networks  ... 
doi:10.46647/ijetms.2020.v04i05.010 fatcat:t7xvzv3yfrhdbox43aa4v567gi

Survey of Real-time Processing Technologies of IoT Data Streams

Keiichi Yasumoto, Hirozumi Yamaguchi, Hiroshi Shigeno
2016 Journal of Information Processing  
Then we propose a new framework for IoT data streams called the Information Flow of Things (IFoT) that processes, analyzes, and curates massive IoT streams in real-time based on distributed processing  ...  The real-time utilization of massive IoT data streams suggests a paradigm shift to new horizontal and distributed architecture because existing cloud-based centralized architecture will cause large delays  ...  Stochastic Gradient Descent (SGD), a well-known method for this purpose, was originally designed for randomly picked data from a dataset; but by assuming the incremental feeding of data to the procedure  ... 
doi:10.2197/ipsjjip.24.195 fatcat:g6i6zwzaqfbwraui7bochm6ksi

Lambda architecture for cost-effective batch and speed big data processing

Mariam Kiran, Peter Murphy, Inder Monga, Jon Dugan, Sartaj Singh Baveja
2015 2015 IEEE International Conference on Big Data (Big Data)  
This presents a need for developing new methods for data management particularly using public clouds to minimize cost, network resources and on-demand availability.  ...  Sensor and smart phone technologies present opportunities for data explosion, streaming and collecting from heterogeneous devices every second.  ...  Further projects such as M3 [24] proposed a disk communication layer between the mappers and reducers to allow dynamic rate-based load balancing and multi streaming of applications.  ... 
doi:10.1109/bigdata.2015.7364082 dblp:conf/bigdataconf/KiranMMDB15 fatcat:nbvuxooztfem3ioissj6pwmunu

High Throughput Assay of Diffusion through Cx43 Gap Junction Channels with a Microfluidic Chip

Cédric Bathany, Derek Beahm, James D. Felske, Frederick Sachs, Susan Z. Hua
2011 Analytical Chemistry  
Different inhibitors were assayed for their ability to reduce dye coupling.  ...  The technique provides a convenient method to measure gap junction mediated diffusion and a screen for drugs that affect gap junction communication.  ...  Thomas Suchyna for helping on microinjection measurements.  ... 
doi:10.1021/ac102658h pmid:21182279 pmcid:PMC3059360 fatcat:msovhlrqobgt5gdgxkr23vcxm4

Proactive In-Network Caching for Mobile On-Demand Video Streaming

Ragda Abuhadra, Bechir Hamdaoui
2018 2018 IEEE International Conference on Communications (ICC)  
The proposed framework essentially reduces the need for bringing every requested video from the core (original) network, which results in alleviating network congestion by reducing back-haul traffic and  ...  Studies have shown that mobile video data is projected to make up about 78 percent of the global mobile data traffic, and that global mobile data traffic is expected to increase sevenfold by 2021.  ...  The latency for re-building the route to deliver video content from the remote video server has a significant impact on the video streaming quality, since high resolution videos require high data rate  ... 
doi:10.1109/icc.2018.8422862 dblp:conf/icc/AbuhadraH18 fatcat:q4jergnmozgczilj5sjin54v7y
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