Flimm: Foreground traffic aware data migration manager for distributed storage system

B Li, X Dong, J Mi, Y Wang, L Wang, W Chen - Future Generation …, 2024 - Elsevier
Currently, decentralized distributed storage system is widely used in various scenarios,
because decentralized data placement algorithms observably improve scalability and …

Aufgabengerechte Informationsbereitstellung in Zeiten von Big Data

M Pospiech - … für ein Informationsmanagement/von Marco Pospiech.-, 2019 - Springer
Um den drastischen Anstieg an verfügbaren Daten zu versinnbildlichen, hat sich in den
letzten Jahren das Synonym Big Data in der praktischen und wissenschaftlichen Diskussion …

Ignem: Upward migration of cold data in big data file systems

S Dzinamarira, F Dinu, TSE Ng - 2018 IEEE 38th International …, 2018 - ieeexplore.ieee.org
This paper investigates whether migrating cold data can yield significant speedup for big
data jobs that run on modern big data file systems. Our work is motivated by two …

Dyrs: Bandwidth-aware disk-to-memory migration of cold data in big-data file systems

S Dzinamarira, F Dinu, TSE Ng - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Migrating data into memory can significantly accelerate big-data applications by hiding low
disk throughput. While prior work has mostly targeted caching frequently used data, the …

Accelerating Reads in Big-Data File Systems via Upward Migration of Cold Data

SJ Dzinamarira - 2019 - search.proquest.com
The ability to process massive amounts of data to draw insights for human consumption or to
train machine learning models is transforming the world as we know it. At the heart of the …