Big data resource management & networks: Taxonomy, survey, and future directions

FM Awaysheh, M Alazab, S Garg… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
Big Data (BD) platforms have a long tradition of leveraging trends and technologies from the
broader computer network and communication community. For several years, dedicated …

Resource abstraction and data placement for distributed hybrid memory pool

T Chen, H Liu, X Liao, H ** - Frontiers of Computer Science, 2021 - Springer
Emerging byte-addressable non-volatile memory (NVM) technologies offer higher density
and lower cost than DRAM, at the expense of lower performance and limited write …

VeloxDFS: Streaming Access to Distributed Datasets to Reduce Disk Seeks

S Ahn, H Park, VAB Sanchez, D Hwang… - 2022 22nd IEEE …, 2022 - ieeexplore.ieee.org
In this work, we design and implement VeloxDFS, a distributed file system for ETL
MapReduce frameworks, which has compatible APIs with HDFS. VeloxDFS is a …

[PDF][PDF] PERFORMANCE EVALUATION OF BIG DATA PROCESSING OF CLOAK-REDUCE

M Diarra, TB Tiendrebeogo - academia.edu
Big Data has introduced the challenge of storing and processing large volumes of data (text,
images, and videos). The success of centralised exploitation of massive data on a node is …