LAUSR

Technical Perspective: Proving file systems meet expectations

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0 Published in 2017 at "Communications of the ACM"

DOI: 10.1145/3051090

Abstract: at an arbitrary time during execution. It can even deal with crashes happening during recovery, when the file system attempts to reconstruct a consistent state from whatever it finds on the persistent medium after a… read more here.

Keywords: work; file systems; technical perspective; file system ... See more keywords

Technical perspective: A whitebox solution for blackbox-like behaviors

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0 Published in 2019 at "Communications of the ACM"

DOI: 10.1145/3361564

Abstract: metric and its derivatives can enable similar approaches in the DNN context. I often tell students, when first starting to learn about research, that they should keep an eye out for the papers in an… read more here.

Keywords: perspective whitebox; whitebox solution; like behaviors; technical perspective ... See more keywords

Technical perspective: Entity matching with Magellan

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0 Published in 2020 at "Communications of the ACM"

DOI: 10.1145/3405464

Abstract: vices ecosystem. PyMatcher is intended for a “power user” who possess knowledge about entity matching, programming, and basic machine learning while CloudMatcher is targeted for “lay users” who may not know how to program or… read more here.

Keywords: matching magellan; entity matching; perspective entity; entity ... See more keywords

Technical perspective: XNOR-networks--powerful but tricky

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0 Published in 2020 at "Communications of the ACM"

DOI: 10.1145/3429950

Abstract: used for training with a measure of image similarity; these refinements are adjusted dynamically throughout the training process. These tricks result in a compression procedure that can be applied to any network architecture, with weights… read more here.

Keywords: perspective xnor; xnor; loss accuracy; xnor networks ... See more keywords

Technical perspective: The future of large-scale embedded sensing

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0 Published in 2020 at "Communications of the ACM"

DOI: 10.1145/3429952

Abstract: bedded sensors and provide a more economical and practical energy solution. On the other hand, if we have a multitude of devices in our environments that must last decades, energy harvesting may be mandated, and… read more here.

Keywords: large scale; future; future large; technical perspective ... See more keywords

Technical perspective: Why don't today's deep nets overfit to their training data?

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1 Published in 2021 at "Communications of the ACM"

DOI: 10.1145/3446773

Abstract: that a traditional measure, Rademacher complexity, is high for the deep net architecture. Subsequent work has explored the authors’ suggestion that the training algorithm (a variant of gradient descent) plays a powerful role in how… read more here.

Keywords: today deep; overfit training; deep nets; nets overfit ... See more keywords

Technical perspective: Localizing insects outdoors

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0 Published in 2021 at "Communications of the ACM"

DOI: 10.1145/3446778

Abstract: THE VISION OF tiny, flying robotic insects has captured the imagination of researchers in many disciplines. Some have sought to create entirely synthetic robotic creatures while others have chosen to weave and deeply enmesh biological… read more here.

Keywords: insects; perspective localizing; localizing insects; path loss ... See more keywords

Technical perspective: Robust statistics tackle new problems

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0 Published in 2021 at "Communications of the ACM"

DOI: 10.1145/3453937

Abstract: turns out to be possible to construct this separation oracle without knowing the quantity itself. This particular technique has not been as widely employed as the filtering algorithm, but is spiritually related to later ideas… read more here.

Keywords: statistics tackle; robust statistics; technical perspective; new problems ... See more keywords

Technical perspective: Tracking pandemic-driven internet traffic

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0 Published in 2021 at "Communications of the ACM"

DOI: 10.1145/3465173

Abstract: The Internet is a research experiment that "escaped from the lab" to become a critical global communications infrastructure during our lifetimes. Over the past year of the COVID-19 pandemic, the Internet has supported friends and… read more here.

Keywords: traffic; tracking pandemic; technical perspective; internet ... See more keywords

Technical perspective: An elegant model for deriving equations

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0 Published in 2021 at "Communications of the ACM"

DOI: 10.1145/3465214

Abstract: between the length of the pendulum and its time of oscillation. A more sophisticated and general approach uses the derived dimensionless parameters as input features to train machine learning models on the observed data. This… read more here.

Keywords: elegant model; machine learning; learning models; technical perspective ... See more keywords

Technical perspective: eBP rides the third wave of mobile health

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1 Published in 2021 at "Communications of the ACM"

DOI: 10.1145/3470444

Abstract: Imagine, for a second, that you suffer from hypertension (high blood pressure), diabetes, have a family history of heart disease, or have long battled with asthma. Unfortunately, most of you won't have to imagine this;according… read more here.

Keywords: third wave; health; technical perspective; ebp rides ... See more keywords