Remote sensing big data computing: Challenges and opportunities

Y Ma, H Wu, L Wang, B Huang, R Ranjan… - Future Generation …, 2015 - Elsevier
As we have entered an era of high resolution earth observation, the RS data are undergoing
an explosive growth. The proliferation of data also give rise to the increasing complexity of …

Parallel programmability and the chapel language

BL Chamberlain, D Callahan… - … International Journal of …, 2007 - journals.sagepub.com
In this paper we consider productivity challenges for parallel programmers and explore ways
that parallel language design might help improve end-user productivity. We offer a …

pipsCloud: High performance cloud computing for remote sensing big data management and processing

L Wang, Y Ma, J Yan, V Chang, AY Zomaya - Future Generation Computer …, 2018 - Elsevier
Massive, large-region coverage, multi-temporal, multi-spectral remote sensing (RS) datasets
are employed widely due to the increasing requirements for accurate and up-to-date …

UTS: An unbalanced tree search benchmark

S Olivier, J Huan, J Liu, J Prins, J Dinan… - … on Languages and …, 2006 - Springer
This paper presents an unbalanced tree search (UTS) benchmark designed to evaluate the
performance and ease of programming for parallel applications requiring dynamic load …

Productivity and performance using partitioned global address space languages

K Yelick, D Bonachea, WY Chen, P Colella… - Proceedings of the …, 2007 - dl.acm.org
Partitioned Global Address Space (PGAS) languages combine the programming
convenience of shared memory with the locality and performance control of message …

Software behavior oriented parallelization

C Ding, X Shen, K Kelsey, C Tice, R Huang… - ACM SIGPlan …, 2007 - dl.acm.org
Many sequential applications are difficult to parallelize because of unpredictable control
flow, indirect data access, and input-dependent parallelism. These difficulties led us to build …

Optimizing compiler for the cell processor

AE Eichenbergert, K O'Brien, K O'Brien… - 14th International …, 2005 - ieeexplore.ieee.org
Developed for multimedia and game applications, as well as other numerically intensive
workloads, the CELL processor provides support both for highly parallel codes, which have …

Optimizing bandwidth limited problems using one-sided communication and overlap

C Bell, D Bonachea, R Nishtala… - Proceedings 20th IEEE …, 2006 - ieeexplore.ieee.org
This paper demonstrates the one-sided communication used in languages like UPC can
provide a significant performance advantage for bandwidth-limited applications. This is …

Quantifying the potential benefit of overlap** communication and computation in large-scale scientific applications

JC Sancho, KJ Barker, DJ Kerbyson… - Proceedings of the 2006 …, 2006 - dl.acm.org
The design and implementation of a high performance communication network are critical
factors in determining the performance and cost-effectiveness of a largescale computing …

[BOG][B] Cloud computing in remote sensing

L Wang, J Yan, Y Ma - 2019 - taylorfrancis.com
This book provides the users with quick and easy data acquisition, processing, storage and
product generation services. It describes the entire life cycle of remote sensing data and …