[HTML][HTML] Comparing a long short-term memory (LSTM) neural network with a physically-based hydrological model for streamflow forecasting over a Canadian …
Streamflow forecasting is crucial in water planning and management. Physically-based
hydrological models have been used for a long time in these fields, but improving forecast …
hydrological models have been used for a long time in these fields, but improving forecast …
Benchmarking in the dark: On the absence of comprehensive edge datasets
Application workloads are used for system analysis, design, optimization, and evaluation. As
systems and their applications evolve, new workloads are required to reflect their …
systems and their applications evolve, new workloads are required to reflect their …
Survey of storage systems for high-performance computing
In current supercomputers, storage is typically provided by parallel distributed file systems
for hot data and tape archives for cold data. These file systems are often compatible with …
for hot data and tape archives for cold data. These file systems are often compatible with …
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 …
originates from the geospatial domain. The arrays often natively come as raster files while …
Glass: A new media for a new era?
In the foreseeable future, major cloud vendors will need to store multiple zettabytes of data
in their cloud storage infrastructure. Like all storage, cloud storage systems need to trade …
in their cloud storage infrastructure. Like all storage, cloud storage systems need to trade …
[PDF][PDF] Larger cheaper but faster: SSD-SMR hybrid storage boosted by a new SMR-oriented cache framework
By utilizing the new Shingled Magnetic Recording (SMR) technique, the emerging SMR
disks achieve higher storage density and lower costs. Together with Flash-based SSDs …
disks achieve higher storage density and lower costs. Together with Flash-based SSDs …
Rsims: Large-scale heterogeneous remote sensing images management system
X Zhou, X Wang, Y Zhou, Q Lin, J Zhao, X Meng - Remote Sensing, 2021 - mdpi.com
With the remarkable development and progress of earth-observation techniques, remote
sensing data keep growing rapidly and their volume has reached exabyte scale. However …
sensing data keep growing rapidly and their volume has reached exabyte scale. However …
G-crs: Gpu accelerated cauchy reed-solomon coding
Recently, erasure coding has been extensively deployed in large-scale storage systems to
replace data replication. With the increase in disk I/O throughput and network bandwidth, the …
replace data replication. With the increase in disk I/O throughput and network bandwidth, the …
Esetstore: An erasure-coded storage system with fast data recovery
Erasure codes have been used extensively in large-scale storage systems to reduce the
storage overhead of triplication-based storage systems. One key performance issue …
storage overhead of triplication-based storage systems. One key performance issue …
[PDF][PDF] SMORE: A cold data object store for SMR drives
SMRFS Final Report Page 1 SMORE: A Cold Data Object Store for SMR Drives Peter Macko,
Xiongzi Ge, John Haskins Jr.*, James Kelley, David Slik, Keith A. Smith, and Maxim G. Smith …
Xiongzi Ge, John Haskins Jr.*, James Kelley, David Slik, Keith A. Smith, and Maxim G. Smith …