The emerging systems are not only generating huge amounts of data but also expect this
data to be analyzed expeditiously to drive online decision-making and control. Thus …

We consider a common setting where storage is disaggregated from the compute in data-
parallel systems. Colocating caching tiers with the compute machines can reduce load on …

The growing pressure on cloud application scalability has accentuated storage performance
as a critical bottleneck. Although cache replacement algorithms have been extensively …

Successfully integrating cloud storage as a primary storage layer in the I/O stack is highly
challenging. This is essentially due to two inherent critical issues: the high and variant cloud …

Cloud computing promises easy development and deployment of large-scale, fault tolerant,
and highly available applications. Cloud storage services are a key enabler of this, because …

Content Delivery Networks carry the majority of Internet traffic, and the increasing demand
for video content as a major IP traffic across the Internet highlights the importance of caching …

In this paper, we propose a novel caching mechanism, called FussyCache, that differs from
the traditional DRAM caching mechanisms that automatically cache a data block when it is …

Object-based cloud storage presents an unconventional storage model. Exploiting its
unique characteristics, such as the strong semantic correlations among objects and the high …

In this paper, we define and evaluate a Bayesian reasoning based cache management
framework to minimize data movement and hence the latency and energy consumption of …

Cache prefetching technology has become the mainstream data access optimization
strategy in the Industrial Intelligent Systems (IIS) and the data centers. However, the rapidly …