Survey of distributed computing frameworks for supporting big data analysis

X Sun, Y He, D Wu, JZ Huang - Big Data Mining and Analytics, 2023 - ieeexplore.ieee.org
Distributed computing frameworks are the fundamental component of distributed computing
systems. They provide an essential way to support the efficient processing of big data on …

Parallel data analysis directly on scientific file formats

S Blanas, K Wu, S Byna, B Dong… - Proceedings of the 2014 …, 2014 - dl.acm.org
Scientific experiments and large-scale simulations produce massive amounts of data. Many
of these scientific datasets are arrays, and are stored in file formats such as HDF5 and …

XEarth: A 3D GIS Platform for managing massive city information

X Li, Z Lv, J Hu, B Zhang, LY Shi… - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
A 3D Shenzhen city web platform based on WE-BVRGIS is presented. A 3D globe browser
is employed to load all kinds of demanded data of the city, such as 3D building model data …

FlexIO: I/O middleware for location-flexible scientific data analytics

F Zheng, H Zou, G Eisenhauer… - 2013 IEEE 27th …, 2013 - ieeexplore.ieee.org
Increasingly severe I/O bottlenecks on High-End Computing machines are prompting
scientists to process simulation output data online while simulations are running and before …

Traffic management and forecasting system based on 3d gis

X Li, Z Lv, J Hu, B Zhang, L Yin, C Zhong… - 2015 15th IEEE/ACM …, 2015 - ieeexplore.ieee.org
This paper takes Shenzhen Fustian comprehensive transportation junction as the case, and
makes use of continuous multiple real-time dynamic traffic information to carry out …

Smart: A mapreduce-like framework for in-situ scientific analytics

Y Wang, G Agrawal, T Bicer, W Jiang - Proceedings of the International …, 2015 - dl.acm.org
In-situ analytics has lately been shown to be an effective approach to reduce both I/O and
storage costs for scientific analytics. Develo** an efficient in-situ implementation, however …

Chronosdb: distributed, file based, geospatial array dbms

RAR Zalipynis - Proceedings of the VLDB Endowment, 2018 - dl.acm.org
An array DBMS streamlines large Nd array management. A large portion of such arrays
originates from the geospatial domain. The arrays often natively come as raster files while …

A survey on array storage, query languages, and systems

F Rusu, Y Cheng - arxiv preprint arxiv:1302.0103, 2013 - arxiv.org
Since scientific investigation is one of the most important providers of massive amounts of
ordered data, there is a renewed interest in array data processing in the context of Big Data …

ArrayUDF: User-defined scientific data analysis on arrays

B Dong, K Wu, S Byna, J Liu, W Zhao… - Proceedings of the 26th …, 2017 - dl.acm.org
User-Defined Functions (UDF) allow application programmers to specify analysis operations
on data, while leaving the data management tasks to the system. This general approach …

Saga: Array storage as a db with support for structural aggregations

Y Wang, A Nandi, G Agrawal - … of the 26th international conference on …, 2014 - dl.acm.org
In recent years, many Array DBMSs, including SciDB and RasDaMan have emerged to meet
the needs of data management applications where the natural structures are the arrays …