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Primeur weekly 2017-09-04

Special

ETP4HPC to lay out roadmap for tangible HPC products within Europe ...

Focus

Primeur Magazine team unveils the largest directory of HPC organisations in the universe ...

Primeur Magazine team unveils the largest directory of HPC organisations in the universe ...

Quantum computing

First quantum annealing computer in the U.S. to have more than 2000 qubits installed and operational ...

Is the world on the brink of a computing revolution? - Quantum computing at the 5th Heidelberg Laureate Forum ...

Focus on Europe

Smart tomographic sensors control industrial processes of tomorrow ...

DeepL to launch DeepL Translator ...

Middleware

Learning Database speeds queries from hours to seconds ...

Unifying statistics, computer science, and applied mathematics ...

New theorems help robots to correct errors on-the-fly and learn from each other ...

Ace Computers delivers BeeGFS parallel file system for supercomputers ...

Embry-Riddle Aeronautical University acquires Cray CS cluster supercomputer to advance aerospace research ...

Hardware

ScaleMP completes $10 million funding round to accelerate growth ...

Optalysys and Earlham Institute demonstrate results of breakthrough optical processing for sequence alignment ...

University of Southern Mississippi gains campus-wide HPC cluster for research ...

Applications

New boarding procedures, smaller cabin size may limit infection on planes ...

Shaden Smith and Yang You announced as recipients of 2017 ACM/IEEE-CS George Michael Memorial HPC Fellowships ...

A new cosmic lab to view the Big Bang movie ...

Optical control of magnetic memory - New insights into fundamental mechanisms ...

Machine-learning earthquake prediction in lab shows promise ...

Caching system could make data centres more energy efficient ...

Supercomputing the weather with Thor ...

The Cloud

VMware and Dell EMC partner to deliver first data protection solution for VMware Cloud on AWS ...

Oracle expands IoT Cloud portfolio, enabling customers to accelerate intelligence and ROI from connected assets ...

VMware advances software to help customers modernize data centres ...

Fujitsu and VMware extend global partnership to empower organisations' digital transformations ...

VMware and AWS announce initial availability of VMware Cloud on AWS ...

VMware and Pivotal launch Pivotal Container Service (PKS) and collaborate with Google Cloud to bring Kubernetes to enterprise customers ...

Shaden Smith and Yang You announced as recipients of 2017 ACM/IEEE-CS George Michael Memorial HPC Fellowships

29 Aug 2017 New York - The Association for Computing Machinery (ACM) and the IEEE Computer Society (IEEE-CS) jointly announced that Shaden Smith of the University of Minnesota and Yang You of the University of California, Berkeley are the recipients of the 2017 ACM/IEEE George Michael Memorial HPC Fellowships. Shaden Smith is being recognized for his work on efficient and parallel large-scale sparse tensor factorization for machine learning applications. Yang You is being recognized for his work on designing accurate, fast, and scalable machine learning algorithms on distributed systems.

Shaden Smith's research is in the general area of parallel and high performance computing with a special focus on developing algorithms for sparse tensor factorization. Sparse tensor factorization facilitates the analysis of unstructured and high dimensional data.

Shaden Smith has made several fundamental contributions that have already advanced the state of the art on sparse tensor factorization algorithms. For example, he developed serial and parallel algorithms in the area of Canonical Polyadic Decomposition (CPD) that are over five times faster than existing open source and commercial approaches. He also developed algorithms for Tucker decompositions that are up to 21 times faster and require 28 times less memory than existing algorithms. Shaden Smith's algorithms can efficiently operate on systems containing a small number of multi-core/many-core processors to systems containing tens of thousands of cores.

Yang You's research interests include scalable algorithms, parallel computing, distributed systems and machine learning. As computers increasingly use more time and energy to transfer data - i.e., communicate, the invention or identification of algorithms that reduce communication within systems is becoming increasingly essential. In well-received research papers, You has made several fundamental contributions that reduce the communications between levels of a memory hierarchy or between processors over a network.

In his most recent work, "Scaling Deep Learning on GPU and Knights Landing Clusters", Yang You's goal is to scale up the speed of training neural networks so that networks which are relatively slow to train can be redesigned for high performance clusters. This approach has reduced the percentage of communication from 87% to 14% and resulted in a five-fold increase in speed.

The ACM/IEEE-CS George Michael Memorial HPC (GMM) Fellowship is endowed in memory of George Michael, one of the founding fathers of the SC Conference series. The fellowship honours exceptional PhD students throughout the world whose research focus is on high performance computing applications, networking, storage or large-scale data analytics using the most powerful computers that are currently available. The Fellowship includes a $5,000 honorarium and travel expenses to attend SC17 in Denver Colorado, November 12-17, 2017, where the GMM Fellowships will be formally presented.
Source: Association for Computing Machinery - ACM

Back to Table of contents

Primeur weekly 2017-09-04

Special

ETP4HPC to lay out roadmap for tangible HPC products within Europe ...

Focus

Primeur Magazine team unveils the largest directory of HPC organisations in the universe ...

Primeur Magazine team unveils the largest directory of HPC organisations in the universe ...

Quantum computing

First quantum annealing computer in the U.S. to have more than 2000 qubits installed and operational ...

Is the world on the brink of a computing revolution? - Quantum computing at the 5th Heidelberg Laureate Forum ...

Focus on Europe

Smart tomographic sensors control industrial processes of tomorrow ...

DeepL to launch DeepL Translator ...

Middleware

Learning Database speeds queries from hours to seconds ...

Unifying statistics, computer science, and applied mathematics ...

New theorems help robots to correct errors on-the-fly and learn from each other ...

Ace Computers delivers BeeGFS parallel file system for supercomputers ...

Embry-Riddle Aeronautical University acquires Cray CS cluster supercomputer to advance aerospace research ...

Hardware

ScaleMP completes $10 million funding round to accelerate growth ...

Optalysys and Earlham Institute demonstrate results of breakthrough optical processing for sequence alignment ...

University of Southern Mississippi gains campus-wide HPC cluster for research ...

Applications

New boarding procedures, smaller cabin size may limit infection on planes ...

Shaden Smith and Yang You announced as recipients of 2017 ACM/IEEE-CS George Michael Memorial HPC Fellowships ...

A new cosmic lab to view the Big Bang movie ...

Optical control of magnetic memory - New insights into fundamental mechanisms ...

Machine-learning earthquake prediction in lab shows promise ...

Caching system could make data centres more energy efficient ...

Supercomputing the weather with Thor ...

The Cloud

VMware and Dell EMC partner to deliver first data protection solution for VMware Cloud on AWS ...

Oracle expands IoT Cloud portfolio, enabling customers to accelerate intelligence and ROI from connected assets ...

VMware advances software to help customers modernize data centres ...

Fujitsu and VMware extend global partnership to empower organisations' digital transformations ...

VMware and AWS announce initial availability of VMware Cloud on AWS ...

VMware and Pivotal launch Pivotal Container Service (PKS) and collaborate with Google Cloud to bring Kubernetes to enterprise customers ...