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Apr, 12

Portable and Transparent Software Managed Scheduling on Accelerators for Fair Resource Sharing

Accelerators, such as Graphic Processing Units (GPUs), are popular components of modern parallel systems. Their energy-efficient performance make them attractive components for modern data center nodes. However, they lack control for fair resource sharing amongst multiple users. This paper presents a runtime and Just In Time compiler that enables resource sharing control and software managed […]
Apr, 12

Algorithmic and Software System Support to Accelerate Data Processing in CPU-GPU Hybrid Computing Environments

Massively data-parallel processors, Graphics Processing Units (GPUs) in particular, have recently entered the main stream of general-purpose computing as powerful hardware accelerators to a large scope of applications including databases, medical informatics, and big data analytics. However, despite their performance benefit and cost effectiveness, the utilization of GPUs in production systems still remains limited. A […]
Apr, 12

Real-Time Computation of Parameter Fitting and Image Reconstruction Using Graphical Processing Units

In recent years graphical processing units (GPUs) have become a powerful tool in scientific computing. Their potential to speed up highly parallel applications brings the power of high performance computing to a wider range of users. However, programming these devices and integrating their use in existing applications is still a challenging task. In this paper […]
Apr, 9

GIFT: A Real-time and Scalable 3D Shape Search Engine

Projective analysis is an important solution for 3D shape retrieval, since human visual perceptions of 3D shapes rely on various 2D observations from different view points. Although multiple informative and discriminative views are utilized, most projection-based retrieval systems suffer from heavy computational cost, thus cannot satisfy the basic requirement of scalability for search engines. In […]
Apr, 9

Monte-Carlo Black-Scholes Implementation using OpenCL Standard

The OpenCL is a standard parallel language which is based on C language. It offers users to take full advantage and also provide the flexibility of high level language. In this paper, we explore the use of OpenCL language to implement the complex design on FPGAs by describing the design with high level abstraction language. […]
Apr, 9

Optimizing Performance of Recurrent Neural Networks on GPUs

As recurrent neural networks become larger and deeper, training times for single networks are rising into weeks or even months. As such there is a significant incentive to improve the performance and scalability of these networks. While GPUs have become the hardware of choice for training and deploying recurrent models, the implementations employed often make […]
Apr, 9

dMath: A Scalable Linear Algebra and Math Library for Heterogeneous GP-GPU Architectures

A new scalable parallel math library, dMath, is presented in this paper that demonstrates leading scaling when using intranode, or internode, hybrid-parallelism for deep-learning. dMath provides easy-to-use distributed base primitives and a variety of domain-specific algorithms. These include matrix multiplication, convolutions, and others allowing for rapid development of highly scalable applications, including Deep Neural Networks […]
Apr, 9

The 8th International Conf. on Signal Processing Systems (ICSPS), 2016

Publication Accepted papers will be published in the conference proceedings, which will be indexed by EI Compendex; SCOPUS; ULRICH’s Periodicals Directory; INSPEC; etc. Agenda November 21, 2016 – Registration & Conference Materials Collection November 22, 2016 – workshop November 23, 2016 – Keynote Speeches & Participants’ Oral Presentation November 24, 2016 – Academic Visiting The […]
Apr, 9

Internaitonal Conf. on Biomedical Signal and Bioinformatics (ICBSB), 2016

Schedule November 21, 2016 (Monday) Participants Onsite Registration & Conference Materials Collection November 22, 2016 (Tuesday) Opening Ceremony and Keynote Speeches Participants’ Oral Presentation Excellent Paper Awards Ceremony & Dinner Banquet November 23, 2016 (Wednesday) Academic Visit November 24, 2016 (Thusday) Tutorial Registration Tutorial   Conference Venue The Sir Paul Reeves Building at AUT Address: […]
Apr, 9

5th International Conf. on Bioinformatics and Biomedical Science (ICBBS), 2016

ICBBS 2016 Shining Points: 1.Accepted and published papers can be indexed by Embase (Under elsevier) and other data base. 2.Three Outstanding Professors from local Indonesia, Thailand and USA have joined as Keynote Speakers. They are Prof. Tjokorda Gde Tirta Nindhia from Udayana University, Indonesia, Prof. Orawan Siriratpiriya from Environmental Research Institute of Chulaongkorn University, Thailand, […]
Apr, 9

5th International Workshops on Database and Data Mining (ICDDM 2016), 2016

Confernce website: http://www.icddm.org/guide.html Confernce Venue Tibet Hotel, Chengdu —- North Renmin Road, Chengdu, Sichuan Hotel Tel. 86-28 -83183388-2588 | Fax :86 -28-83185678 Hotel website: http://en.tibet-hotel.com/ ★★★All papers of ICDDM 2016 which will be indexed by ★Ei Compendex★★★ Call for paper All topics about Data mining foundations/Mining in targeted application contexts/Methodological aspects and the KDD process/Integrated […]
Apr, 9

3rd Int. Workshop on Networks and Information Security (ICNIS), 2016

As the workshop of ICIVC 2016. It is hosted at *University of Portsmouth, UK*.   Paper Publication All accepted papers must be written in English and will be published into #IEEE conference proceedings#, indexed by **Ei Compendex**.   Conference Chair Prof. Branislav Vuksanovic, University of Portsmouth, Portsmouth, UK Prof. Shahram Latifi, UNIVERSITY OF NEVADA, USA […]
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