Communications of the ACM
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The Interdisciplinarity of Data Science from the People Analytics Perspective: Part One
The case of a People Analytics Workshop for undergraduate computer science students.
From BLOG@CACM
Budget Beowulf Clusters
At SIGCSE 2015, five CS educators brought and live-demo'd the low-cost Beowulf clusters they had built for teaching parallel and distributed computing.
From ACM News
Battling Bias
A regional Grace Hopper Celebration event this week focused on "advancing a gender diverse technology workforce in New York."
From BLOG@CACM
The NIPS Experiment
In the NIPS experiment, 10% of papers submitted to the Neural Information Processing Systems Foundation went through its review process twice, with results compared...
From BLOG@CACM
Why the 'Data Lake' Is Really A 'Data Swamp'
The notion of putting all one's data into a "data lake" to encourage employees to run analytics has a serious flaw.
From BLOG@CACM
HPC: Computational Performance vs. Human Productivity
One of the themes at SC14 was the tension between developing programs that run fast vs. the time required by humans to develop and maintain fast-running programs...
From BLOG@CACM
Locality, Locality, Locality: A Note from SC14
Steadily growing chips, systems, and application parallelism are driving the movement of data across larger distances in systems, and data locality is becoming...
From BLOG@CACM
Why Does HPC Matter?
SC14 launched this year’s gala with a new plenary session to highlight the advancements that HPC enables in everything from soap to safer cars to the discovery...
From BLOG@CACM
Computing Is The Safe STEM Career Choice Today
The US-BLS 2012-2022 employment projections predict that nearly 3 out of 4 new STEM jobs and 3 out of 5 total STEM jobs will be in computing.
From BLOG@CACM
Building a Computationally-Literate Workforce
Students must leave their formal training ready to take up the state of the practice in fields that routinely use computational tools, and ready to advance the...
From BLOG@CACM
HPC Every Day, Everywhere
This Saturday the world's largest, and most influential, conference on high performance computing opens in Denver. Over the next week new advances in supercomputing...
From BLOG@CACM
Turing's 1936 Paper and the First Dutch Computers
The following question has polarized the computer-science community: Did Alan Turing's 1936 paper 'On Computable Numbers' influence the early history of computer...
From BLOG@CACM
Why HCI Should Listen to Mothers
A call for the HCI community to spend some design effort on helping new mothers with the considerable physical and emotional challenges they face.
From BLOG@CACM
Leaping the Exascale Chasm
The global race is on to build ever-faster supercomputers, fueled by a combination of scientific and engineering needs to simulate phenomena with greater resolution...
From BLOG@CACM
Exascale Software: Just a Few Orders of Magnitude
Extraordinary parallelism, unprecedented data locality and adaptive resilience: these are daunting architecture, system software and application challenges for...
From BLOG@CACM
Little's Law in the Exascale Era
When performance optimization, reliability requirements, and energy management are convolved with component costs, device physics, system software services and...
From BLOG@CACM
Intermittent Net and Mobile/Cloud Development
Intermittent Net: The Importance of Distributed Thinking in Mobile/Cloud Application Development (and Usage)
From BLOG@CACM
What Does 'Big Data' Mean?
It is interesting to note that a substantial subset of the computer science community has redefined their research agenda to fit under the marketing banner of "Big...
From BLOG@CACM
Designing APIs For Mobile Performance Best Practices
While there are many ways of tackling these unique obstacles of mobile performance, this article is largely focused on things that can be done from an API, or backend...
From BLOG@CACM
Possible Hadoop Trajectories
Hadoop has spread rapidly in the last few years as a platform for parallel computation in Java, but we believe a lot of improvement will be required for serious...
From BLOG@CACM