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Next-generation big data analytics: State of the art, challenges, and future research topics
Z Lv, H Song, P Basanta-Val… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
The term big data occurs more frequently now than ever before. A large number of fields and
subjects, ranging from everyday life to traditional research fields (ie, geography and …
subjects, ranging from everyday life to traditional research fields (ie, geography and …
Botnet in DDoS attacks: trends and challenges
N Hoque, DK Bhattacharyya… - … Surveys & Tutorials, 2015 - ieeexplore.ieee.org
Threats of distributed denial of service (DDoS) attacks have been increasing day-by-day due
to rapid development of computer networks and associated infrastructure, and millions of …
to rapid development of computer networks and associated infrastructure, and millions of …
Dare: High-performance state machine replication on rdma networks
The increasing amount of data that needs to be collected and analyzed requires large-scale
datacenter architectures that are naturally more susceptible to faults of single components …
datacenter architectures that are naturally more susceptible to faults of single components …
Optimizing load balancing and data-locality with data-aware scheduling
Load balancing techniques (eg work stealing) are important to obtain the best performance
for distributed task scheduling systems that have multiple schedulers making scheduling …
for distributed task scheduling systems that have multiple schedulers making scheduling …
Bigdata oriented multimedia mobile health applications
Z Lv, J Chirivella, P Gagliardo - Journal of medical systems, 2016 - Springer
In this paper, two mHealth applications are introduced, which can be employed as the
terminals of bigdata based health service to collect information for electronic medical …
terminals of bigdata based health service to collect information for electronic medical …
Fusionfs: Toward supporting data-intensive scientific applications on extreme-scale high-performance computing systems
State-of-the-art, yet decades-old, architecture of high-performance computing systems has
its compute and storage resources separated. It thus is limited for modern data-intensive …
its compute and storage resources separated. It thus is limited for modern data-intensive …
Understanding the performance and potential of cloud computing for scientific applications
I Sadooghi, JH Martin, T Li… - … on Cloud Computing, 2015 - ieeexplore.ieee.org
Commercial clouds bring a great opportunity to the scientific computing area. Scientific
applications usually require significant resources, however not all scientists have access to …
applications usually require significant resources, however not all scientists have access to …
Flux: A next-generation resource management framework for large HPC centers
DH Ahn, J Garlick, M Grondona, D Lipari… - 2014 43rd …, 2014 - ieeexplore.ieee.org
Resource and job management software is crucial to High Performance Computing (HPC)
for efficient application execution. However, current systems and approaches can no longer …
for efficient application execution. However, current systems and approaches can no longer …
Optimizing top precision performance measure of content-based image retrieval by learning similarity function
In this paper we study the problem of content-based image retrieval. In this problem, the
most popular performance measure is the top precision measure, and the most important …
most popular performance measure is the top precision measure, and the most important …
Towards scalable and reliable in-memory storage system: A case study with redis
In recent years, in-memory key-value storage systems have become more and more popular
in solving real-time and interactive tasks. Compared with disks, memories have much higher …
in solving real-time and interactive tasks. Compared with disks, memories have much higher …