14 Result(s)
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Article
A hybrid memory architecture supporting fine-grained data migration
Hybrid memory systems composed of dynamic random access memory (DRAM) and Non-volatile memory (NVM) often exploit page migration technologies to fully take the advantages of different memory media. Most previo...
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Article
ARCHER: a ReRAM-based accelerator for compressed recommendation systems
Modern recommendation systems are widely used in modern data centers. The random and sparse embedding lookup operations are the main performance bottleneck for processing recommendation systems on traditional ...
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Article
A survey on dynamic graph processing on GPUs: concepts, terminologies and systems
Graphs that are used to model real-world entities with vertices and relationships among entities with edges, have proven to be a powerful tool for describing real-world problems in applications. In most real-w...
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Article
UCat: heterogeneous memory management for unikernels
Unikernels provide an efficient and lightweight way to deploy cloud computing services in application-specialized and single-address-space virtual machines (VMs). They can efficiently deploy hundreds of uniker...
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Article
ReCSA: a dedicated sort accelerator using ReRAM-based content addressable memory
With the increasing amount of data, there is an urgent need for efficient sorting algorithms to process large data sets. Hardware sorting algorithms have attracted much attention because they can take advantag...
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Article
Resource abstraction and data placement for distributed hybrid memory pool
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 endurance. There have been many studies on hyb...
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Article
An effective framework for asynchronous incremental graph processing
Although many graph processing systems have been proposed, graphs in the real-world are often dynamic. It is important to keep the results of graph computation up-to-date. Incremental computation is demonstrat...
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Article
FunctionFlow: coordinating parallel tasks
With the growing popularity of task-based parallel programming, nowadays task-parallel programming libraries and languages are still with limited support for coordinating parallel tasks. Such limitation forces...
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Article
VMBKS: a shared memory cache system based on booting kernel in cloud
In Infrastructure-as-a-Service clouds, virtual machine provisioning time is an important metric for evaluating the quality of service (QoS) provided by the service providers. VM provisioning is usually time-co...
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Article
Writeback throttling in a virtualized system with SCM
Storage class memory (SCM) has the potential to revolutionize the memory landscape by its non-volatile and byte-addressable properties. However, there is little published work about exploring its usage for mod...
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Article
Understanding and identifying latent data races cross-thread interleaving
Data races are ubiquitous in multi-threaded applications, but they are by no means easy to detect. One of the most important reasons is the complexity of thread interleavings. A volume of research has been dev...
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Article
Performance–energy adaptation of parallel programs in pervasive computing
It is meaningful to use a little energy to obtain more performance improvement compared with the increased energy. It also makes sense to relax a small quantity of performance restriction to save an enormous a...
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Article
An adaptive switching scheme for iterative computing in the cloud
Delta-based accumulative iterative computation (DAIC) model is currently proposed to support iterative algorithms in a synchronous or an asynchronous way. However, both the synchronous DAIC model and the async...
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Article
A novel clustered MongoDB-based storage system for unstructured data with high availability
More and more unstructured data are produced and consumed over network. How to maintain these data and improve the availability and scalability of the storage systems has become a considerable challenge. Altho...
