Practise: Robust prediction of data center time series

J Xue, F Yan, R Birke, LY Chen… - … on Network and …, 2015 - ieeexplore.ieee.org
We analyze workload traces from production data centers and focus on their VM usage
patterns of CPU, memory, disk, and network bandwidth. Burstiness is a clear characteristic of …

Improving flash resource utilization at minimal management cost in virtualized flash-based storage systems

J Tai, D Liu, Z Yang, X Zhu, J Lo… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Effectively leveraging Flash resources has emerged as a highly important problem in
enterprise storage systems. One of the popular techniques today is to use Flash as a …

WEC: Improving durability of SSD cache drives by caching write-efficient data

Y Chai, Z Du, X Qin, DA Bader - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Serving as cache disks, flash-based solid-state drives (SSDs) can significantly boost the
performance of read-intensive applications. However, frequent data updating, the necessary …

Characterizing the spatio-temporal burstiness of storage workloads

L Mei, G Xu, W Yanjun, Z Chen, L Mingshu - Proceedings of the 5th …, 2015 - dl.acm.org
Computing technology are undergoing evolutionary changes in platform and environment.
Computing becomes more and more data-intensive. The design of the data center storage of …

[PDF][PDF] Resource management in enterprise cluster and storage systems

J Tai - 2015 - Citeseer
In this thesis, we present our works on resource management in large scale systems,
especially for enterprise cluster and storage systems. Large-scale cluster systems become …

Dynamic Cache Resizing in Flashcache

A More, P Ganjewar - Proceedings of the 3rd International Conference on …, 2015 - Springer
With an increase in the capacity of storage servers, storage caches have became necessity
for better performance. For such storage caches, flash based disks have proved to be one of …

Mining block i/o traces for cache preloading with sparse temporal non-parametric mixture of multivariate poisson

LS Tekumalla, C Bhattacharyya - Proceedings of the 2015 SIAM International …, 2015 - SIAM
Existing caching strategies, in the storage domain, though well suited to exploit short range
spatio-temporal patterns, are unable to leverage long-range motifs for improving hitrates …

[PDF][PDF] 1 De-indirection in Storage Systems

Y Zhang - bioinformatics - cseweb.ucsd.edu
Indirection is a core technique in computer systems that offers many benefits. However, it is
easy to overlook its costs. As software and hardware systems become more complex …