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51
Leveraging Big Data Analytics for Cache-Enabled Wireless Networks
"... Abstract-While 5G wireless networks are expected to handle the ever growing data avalanche, classical deployment/optimization approaches such as hyper-dense deployment of base stations or having more bandwidth are cost-inefficient, and are therefore seen as stopgaps. In this regard, context-aware a ..."
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-aware approaches which exploits human predictability, recent advances in storage, edge/cloud computing and big data analytics are needed. In this article, we approach this problem from a proactive caching perspective where gains of cache-enabled base stations in 5G wireless are studied. In particular, huge amount
Design and analysis of wireless . . .
, 2003
"... With the increasing use of wireless networks as a ubiquitous communication infrastructure, design of efficient wireless networks has become a recent research focus. In addition, growing interest in accessing the wired network or Internet services anytime and anywhere has driven the developments of m ..."
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) for providing universal data accessibility. In the context, we propose an aggregate cache management scheme and an information search algorithm for IMANETS. These two schemes are proposed to improve the data accessibility and communication performance. Next, since mobility of MTs incurs wireless link
1On Optimal Proactive Caching for Mobile Networks with Demand Uncertainties
"... Abstract—Mobile data users are known to possess pre-dictable characteristics both in their interests and activity patterns. Yet, their service is predominantly performed, espe-cially at the wireless edges, “reactively ” at the time of request, typically when the network is under heavy traffic-load. ..."
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Abstract—Mobile data users are known to possess pre-dictable characteristics both in their interests and activity patterns. Yet, their service is predominantly performed, espe-cially at the wireless edges, “reactively ” at the time of request, typically when the network is under heavy traffic
Wireless Sensor Networking in Challenging Environments
, 2014
"... This Dissertation is brought to you for free and open access by Washington University Open Scholarship. It has been accepted for inclusion in All Theses and Dissertations (ETDs) by an authorized administrator of Washington University Open Scholarship. For more information, please contact ..."
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This Dissertation is brought to you for free and open access by Washington University Open Scholarship. It has been accepted for inclusion in All Theses and Dissertations (ETDs) by an authorized administrator of Washington University Open Scholarship. For more information, please contact
SIMULATION, DEVELOPMENT AND DEPLOYMENT OF MOBILE WIRELESS SENSOR NETWORKS FOR MIGRATORY BIRD TRACKING
, 2012
"... This thesis presents CraneTracker, a multi-modal sensing and communication system for monitoring migratory species at the continental level. By exploiting the robust and extensive cellular infrastructure across the continent, traditional mobile wireless sensor networks can be extended to enable reli ..."
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This thesis presents CraneTracker, a multi-modal sensing and communication system for monitoring migratory species at the continental level. By exploiting the robust and extensive cellular infrastructure across the continent, traditional mobile wireless sensor networks can be extended to enable
RESEARCH ARTICLE Scalable Predictive Analysis in Critically Ill Patients Using a Visual Open Data Analysis Platform
"... With the accumulation of large amounts of health related data, predictive analytics could stimulate the transformation of reactive medicine towards Predictive, Preventive and Per-sonalized (PPPM) Medicine, ultimately affecting both cost and quality of care. However, high-dimensionality and high-comp ..."
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-complexity of the data involved, prevents data-driven methods from easy translation into clinically relevant models. Additionally, the application of cutting edge predictive methods and data manipulation require substantial programming skills, lim-iting its direct exploitation by medical domain experts. This leaves a
Magnet: Robust and Efficient Collection through Control and Data Plane Integration
"... Despite being a core networking primitive, collection protocols today often suffer from poor reliability (e.g., 70%) in practice, and heavily used protocols have never been evaluated in terms of communication efficiency. Using detailed experimental studies, we describe three challenges that cause ex ..."
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. Magnet’s link estimator addresses the inaccuracies in link estimation by using feedback from both the data and control planes, using information from multiple layers through narrow, platform-independent interfaces. Second, Magnet addresses link dynamics by using the Trickle algorithm for control traffic
Research Article Self-Stabilizing TDMA Algorithms for Dynamic Wireless
"... This document has been downloaded from Chalmers Publication Library (CPL). It is the author´s version of a work that was accepted for publication in: ..."
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This document has been downloaded from Chalmers Publication Library (CPL). It is the author´s version of a work that was accepted for publication in:
Research Article Self-Stabilizing TDMA Algorithms for Dynamic Wireless Ad Hoc Networks
"... In dynamic wireless ad hoc networks (DynWANs), autonomous computing devices set up a network for the communication needs of the moment. These networks require the implementation of a medium access control (MAC) layer.We considerMAC protocols for DynWANs that need to be autonomous and robust as well ..."
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In dynamic wireless ad hoc networks (DynWANs), autonomous computing devices set up a network for the communication needs of the moment. These networks require the implementation of a medium access control (MAC) layer.We considerMAC protocols for DynWANs that need to be autonomous and robust as well
Google search activity data and breaking trends
"... MotiVatioN While methodological progress in economics has been ongoing in recent decades, the same cannot be said about economic measurement, which remains tailored more to past technological capacity scarcities than to present capabilities. Even today, many indispensable economic indicators are st ..."
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and will surely continue to do so. Big data-on a large spectrum of the human condition As more data become available, they take on the characteristics of "big data." This type of data is not necessarily quantitatively big. It is big in the sense of containing not a sample but the entirety
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