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Massivizing Computer Systems: a Vision to Understand, Design, and Engineer Computer Ecosystems through and beyond Modern Distributed Systems
[article]
2018
arXiv
pre-print
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Beyond establishing and growing a body of knowledge about computer ecosystems and their constituent systems, the community in this domain should also aim to educate many about design and engineering for ...
Inspired by these challenges and by our experience with distributed computer systems, we envision Massivizing Computer Systems, a domain of computer science focusing on understanding, controlling, and ...
Epema, whose ideas have helped shape the career of the first author and thus this vision of the AtLarge research group. ...
arXiv:1802.05465v2
fatcat:kkxitbrvdndsfknisdeqnjwp2q
An analysis of the graph processing landscape
[article]
2021
arXiv
pre-print
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The dimensions we detail encompass paradigms to express graph processing, different types of systems to use, coordination and communication models in distributed graph processing, partitioning techniques ...
Extracting information from graphs involves processing all their elements globally, and can be done with single-machine systems (with varying approaches to hardware usage), distributed systems (either ...
The following graph processing systems were grouped together because each of the improvements they proposed are important concerns to be aware of in designing graph processing systems. • PowerLyra [54 ...
arXiv:1911.11624v3
fatcat:t44dfa5cvfbk7exz4s2synm5z4
An analysis of the graph processing landscape
2021
Journal of Big Data
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The dimensions we detail encompass paradigms to express graph processing, different types of systems to use, coordination and communication models in distributed graph processing, partitioning techniques ...
In this survey we firstly familiarize the reader with common graph datasets and applications in the world of today. ...
The following graph processing systems were grouped together because each of the improvements they proposed are important concerns to be aware of in designing graph processing systems. ...
doi:10.1186/s40537-021-00443-9
pmid:33850687
pmcid:PMC8033100
fatcat:vnwcn2pwszhv3detnwcv6jrthu
Computer Vision and Natural Language Processing
2016
ACM Computing Surveys
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In this survey, we provide a comprehensive introduction of the integration of computer vision and natural language processing in multimedia and robotics applications with more than 200 key references. ...
We make an analog of distributional semantics in computer vision and natural language processing as image embedding and word embedding, respectively. ...
Linguistics and Information Processing Lab (CLIP) for useful insights and support. ...
doi:10.1145/3009906
fatcat:bdgaeoz4w5djhd5spab4lrc4au
Transformer-Empowered 6G Intelligent Networks: From Massive MIMO Processing to Semantic Communication
[article]
2022
arXiv
pre-print
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appealing in tackling various challenges in wireless network design. ...
Specifically, we propose transformer-based solutions for massive multiple-input multiple-output (MIMO) systems and various semantic communication problems in 6G networks. ...
., in channels with memory) for communication system design [3] . SAE architecture consists of hierarchically connected multiple autoencoders. ...
arXiv:2205.03770v1
fatcat:tznoqsxw3zbj7mzfescmxsinfy
A Survey of State Management in Big Data Processing Systems
[article]
2018
arXiv
pre-print
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State management and its use in diverse applications varies widely across big data processing systems. ...
This is evident in both the research literature and existing systems, such as Apache Flink, Apache Samza, Apache Spark, and Apache Storm. ...
In his vision paper [70] , Markl affirms that the native support of state in iterative data analysis programs is a key design for future platforms. ...
arXiv:1702.01596v4
fatcat:474aqppfpjhdrkslqrawrmnck4
Database Foundations for Scalable RDF Processing
[chapter]
2011
Lecture Notes in Computer Science
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We cover search engines as well as federated query processing, highlight differences to classic federated database systems, and discuss efficient techniques for distributed query processing in general ...
As more and more data is provided in RDF format, storing huge amounts of RDF data and efficiently processing queries on such data is becoming increasingly important. ...
vision, and many others. ...
doi:10.1007/978-3-642-23032-5_4
fatcat:5owq3argizaj3epzu4yhuuxc6i
A Location Model for Communicating and Processing of Context
2002
Personal and Ubiquitous Computing
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In this paper we describe a location model, a spatial-aware communication model and an implementation of the models that exploit location for processing and communicating context. ...
Experiences from these examples led to guidelines that have directed our design of the RAUM model. In the third section we present the design and use of the RAUM model in more detail. ...
However, using such a system provides almost no support to the application designer and developer. ...
doi:10.1007/s007790200039
fatcat:37zvi4bwf5coxb3zdmg4ugekfi
Responsive media: media experiences in the age of thinking machines
2017
APSIPA Transactions on Signal and Information Processing
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To reach the ultimate goal of augmented innovation in which thinking machines supplement humans, there are a number of technological and user-experience challenges that the research community needs to ...
This discussion of responsive media provides a perspective on the future of media experiences that are increasingly responsive to users' preference, alertness and their physical, digital, and social environment ...
A context-aware system can predict the likely actions a person would take in a given situation based on the location, presence of other people and objects, and the knowledge of past actions in such situations ...
doi:10.1017/atsip.2017.4
fatcat:rkxeh4xuazgnvjbjf743azam6m
ObjectGlobe: Ubiquitous query processing on the Internet
2001
The VLDB journal
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One of the main challenges in the design of such an open system is to ensure privacy and security. ...
We present the design of ObjectGlobe, a distributed and open query processor for Internet data sources. ...
Conclusion We have presented the design of ObjectGlobe, an open, distributed, and secure query processing system. services with only little overhead. ...
doi:10.1007/s007780100043
fatcat:fkqrb2snf5filmcaf4s4ujkvlu
Auditory processing disorder
2001
The Hearing Journal®
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, learning, motivation, and decision processes. [5] [6] [7] [8] [9] Auditory processes involve the deployment of non-dedicated, global mechanisms of attention and memory in service of acoustic signal processing ...
auditory processing disorders in school-aged children. ...
Gail's contributions in this area have extended beyond the U.S. borders, as in the late 1980s she established a community-based resource and referral system in Trinidad for children and families needing ...
doi:10.1097/01.hj.0000294109.14504.d8
fatcat:qifc5je7rrhy7fh4orpgcnghgm
A Vision Chip for Color Segmentation and Pattern Matching
2003
EURASIP Journal on Advances in Signal Processing
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The DAC can also be used to pipe in images for a PC. The color processing uses a biologically inspired color opponent representation and an analog lookup table to determine the Hue (H) of each pixel. ...
The chip captures the R, G, and B images using in-pixel storage before passing the pixel content to a multiplying digital-to-analog converter (DAC) for white balancing. ...
Prospective authors should submit an electronic copy of their complete manuscripts through the EURASIP JASP manuscript tracking system at http://www.mstracking.com/asp/, according to the following timetable ...
doi:10.1155/s1110865703302021
fatcat:uxnqapg7aff2rmswxhqdnoveta
RT-DAP: A Real-Time Data Analytics Platform for Large-scale Industrial Process Monitoring and Control
[article]
2018
arXiv
pre-print
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In most process control systems nowadays, process measurements are periodically collected and archived in historians. ...
Our extensive experiments validate the design methodologies of RT-DAP and demonstrate its efficiency in both component and system levels. ...
the design, development and performance evaluation of the RT-DAP platform. ...
arXiv:1802.07855v1
fatcat:uaohjoev6rcpte6raefv32ng7m
Efficient algorithms for generalized subgraph query processing
2012
Proceedings of the 21st ACM international conference on Information and knowledge management - CIKM '12
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We give important applications of the new graph query and identify new challenges of processing such a query. ...
Then, we devise the cost model of the branchand-bound algorithm framework for processing the graph query, and propose an efficient algorithm to minimize the cost overhead. ...
Consider a drug design system, which supports the inventive process of finding new medications based on the knowledge of the biological target. ...
doi:10.1145/2396761.2396805
dblp:conf/cikm/LinXCB12
fatcat:uq4ebhirqfhgxo6stsvmmmpc3u
ILX: Intelligent "Location+X" Data Systems (Vision Paper)
[article]
2022
arXiv
pre-print
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Typically, relational or NoSQL data systems that are mostly designed with non-location data in mind get extended with spatial or spatiotemporal indexes, some query operators, and higher level syntactic ...
Queries and operations that are performed on location data warrant the use of database systems. Despite that, location data is being supported in data systems as an afterthought. ...
National Science Foundation under Grants Number III-1815796 and IIS-1910216. ...
arXiv:2206.09520v1
fatcat:47otpndzwnhwxp3spkwcsdklyi
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