[PDF][PDF] Cost effective storage using extent based dynamic tiering

J Guerra, H Pucha, J Glider, W Belluomini… - … USENIX Conference on …, 2011 - usenix.org
Multi-tier systems that combine SSDs with SAS/FC and/or SATA disks mitigate the capital
cost burden of SSDs, while benefiting from their superior I/O performance per unit cost and …

Sibyl: Adaptive and extensible data placement in hybrid storage systems using online reinforcement learning

G Singh, R Nadig, J Park, R Bera, N Hajinazar… - Proceedings of the 49th …, 2022 - dl.acm.org
Hybrid storage systems (HSS) use multiple different storage devices to provide high and
scalable storage capacity at high performance. Data placement across different devices is …

Mosaic: a budget-conscious storage engine for relational database systems

L Vogel, V Leis, A van Renen, T Neumann… - Proceedings of the …, 2020 - dl.acm.org
Relational database systems are purpose-built for a specific storage device class (eg, HDD,
SSD, or DRAM). They do not cope well with the multitude of storage devices that are …

Hybrid storage systems: A survey of architectures and algorithms

J Niu, J Xu, L Xie - IEEE Access, 2018 - ieeexplore.ieee.org
Data center storage architectures face rapidly increasing demands for data volume and
quality of service requirements today. Hybrid storage systems have turned out to be the one …

A machine learning assisted data placement mechanism for hybrid storage systems

J Ren, X Chen, D Liu, Y Tan, M Duan, R Li… - Journal of Systems …, 2021 - Elsevier
Emerging applications produce massive files that show different properties in file size,
lifetime, and read/write frequency. Existing hybrid storage systems place these files onto …

On efficient hierarchical storage for big data processing

KR Krish, B Wadhwa, MS Iqbal… - 2016 16th IEEE/ACM …, 2016 - ieeexplore.ieee.org
A promising trend in storage management for big data frameworks, such as Hadoop and
Spark, is the emergence of heterogeneous and hybrid storage systems that employ different …

System, method and program product to schedule transfer of data

G Alatorre, L Richardson, A Singh, B Becker… - US Patent …, 2016 - Google Patents
Scheduling a proposed additional data transfer from one or more source storage devices to
one or more target storage devices. A computer receives a request for the proposed …

System, method and program product to manage transfer of data to resolve overload of a storage system

G Alatorre, A Singh, L Richardson - US Patent 8,341,312, 2012 - Google Patents
Managing a data transfer from one or more source storage devices to one or more target
storage devices. The data transfer comprises concurrent transfer of a multiplicity of data units …

Venu: Orchestrating ssds in hadoop storage

KR Krish, MS Iqbal, AR Butt - … Conference on Big Data (Big Data …, 2014 - ieeexplore.ieee.org
A major obstacle in sustaining high performance and scalability in the Hadoop data
processing framework is managing the growing data and the need for very high I/O rates …

Madats: Managing data on tiered storage for scientific workflows

D Ghoshal, L Ramakrishnan - … of the 26th International Symposium on …, 2017 - dl.acm.org
Scientific workflows are increasingly used in High Performance Computing (HPC)
environments to manage complex simulation and analyses, often consuming and …