heterogeneous tagged posts:

Solving for Productivity in Data Science with Modin and AI Optimizations

Solving for Productivity in Data Science with Modin and AI Optimizations

The rapid advancement in machine learning and data science fields have aided data scientists in arriving at meaningful insights. However, it’s not been an easy task to optimize machine learning infrastructures to allow data scientists to focus on their core [See the full post…]

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Extending the Roofline Model

Extending the Roofline Model

INESC-ID researchers Aleksandar Ilic and Diogo Augusto Pereira Marques reveal their journey in extending Roofline Modeling for use in application optimization, known as the Cache-aware Roofline Model, or CARM, which has been incorporated into the Intel® Advisor tool and recognized [See the full post…]

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Porting GROMACS Across Heterogeneous Architectures

Porting GROMACS Across Heterogeneous Architectures

In this second episode about GROMACS, one of the world’s most widely used open source molecular dynamics (MD) applications, we explore the quest to simplify portable, performant programming with Erik Lindahl, Biophysics Professor at Stockholm University & KTH Royal Institute [See the full post…]

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Expanding the SYCL 2020 Ecosystem with hipSYCL and DPC++

January 26th, 2021 |
Expanding the SYCL 2020 Ecosystem with hipSYCL and DPC++

Open standards underpin the future of heterogeneous programming, and as Intel Principal Engineer Jeff Hammond points out, SYCL has proven in many ways that “standards don’t cost you a thing and you get portability.” A modern C++ language, SYCL has [See the full post…]

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A Proving Ground for Open Standards

December 8th, 2020 |
A Proving Ground for Open Standards

Andrew Lumsdaine, Chief Scientist at Northwest Institute for Advanced Computing, shares his journey in parallelism, from the HPC community’s early skepticism of and eventual move to C++ to build large systems, to his pursuit to develop a series of C++ [See the full post…]

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At the OpenMP Forefront

November 12th, 2020 |
At the OpenMP Forefront

Who better to have a spicy discussion with about #OpenMP than Tim Mattson and Bronis de Supinski? These two have truly lived at the forefront of the amazing, decades-long OpenMP journey, from its inception to its preeminence as a foundational [See the full post…]

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Celebrating Women Innovators: Two Trailblazers Who Are Advancing Technology

November 11th, 2020 |
Celebrating Women Innovators: Two Trailblazers Who Are Advancing Technology

Denisa Constantinescu, a PhD student in Mechatronics, and a researcher in the Computer Architecture Department at the University of Malaga, and Maura Tokay, a lead software programmer at Science Systems and Applications, Inc., and a computer scientist within the Department [See the full post…]

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In Pursuit of the Holy Grail: Portable, Performant Programming

November 3rd, 2020 |
In Pursuit of the Holy Grail: Portable, Performant Programming

Dr. Tom Deakin, senior research associate and lecturer in the High-Performance Computing Research Group at the University of Bristol, and Dr. James Brodman, software engineer at Intel, unpack the tricky topic of performance portability to reveal what this concept truly [See the full post…]

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Optimizing HPC Clusters: Meeting the Challenges of Today and Tomorrow

October 22nd, 2020 |
Optimizing HPC Clusters: Meeting the Challenges of Today and Tomorrow

As high performance computing (HPC) moves far beyond its traditional users to the domains of AI, machine learning, enterprises and the cloud, and heterogeneous programming becomes the norm, Nico Mittenzwey, senior HPC engineer at Megware Computer, and Mike Lee, technical, [See the full post…]

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An Open Road to Swift Dataframe Scaling

September 15th, 2020 |
An Open Road to Swift Dataframe Scaling

Data scientists spend 60% of their time cleaning and preprocessing data, transforming this dirty data into crystallized insights. Dataframes, such as Pandas, provide exceptional tooling to address data wrangling tasks, yet Pandas themselves increasingly lack ease and speed as they [See the full post…]

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Pushing the Boundaries of What’s Possible

Pushing the Boundaries of What’s Possible

To deliver increasingly captivating stories in the world of animated movies takes passion and determination. The passion to continually push the boundaries of what’s possible. The determination to continually seek ways to make technology easily approachable by artists, so that [See the full post…]

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Porting Math Libraries Across Heterogeneous Architectures

Porting Math Libraries Across Heterogeneous Architectures

Existing math kernel libraries have lacked portability across heterogeneous platforms—until now. A unifying programming model—and availability of standard library interfaces—enables development of performance-portable libraries among diverse hardware architectures. In this episode, Julia Sukharina, Senior Engineering Manager at Intel, and Mehdi [See the full post…]

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A Shift to Modern C++ Programming Models

A Shift to Modern C++ Programming Models

In this episode of Code Together, we talk to Alice Chan, Vice President and General Manager of Compiler Engineering at Intel, and Hal Finkel, Lead for Compiler Technology and Programming Languages at Argonne National Lab, about how the industry [See the full post…]

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