International Business Machines Corporation

Airbnb, Inc.

Kaoutar El Maghraoui

Hubertus Franke

Joefon Jann

Gokul Bhargava Kandiraju

Yu Deng

Harigovind Venkatraj Ramasamy

Soumitra Sarkar

Clifford A Pickover

Pratap Chandra Pattnaik

Russell W Bergs

Matthew R Koozer

Rongda Zhu

Hillery C Hunter

Hartmut Penner

Ramanjaneya Sarma Burugula

Ruchi Mahindru

John Alan Bivens

Sameep Mehta

Jose Eduardo Moreira

Parijat Dube

Ramya Raghavendra

Kalapriya Kannan

Tamar Eilam

Kush Raj Varshney

David Michael Daly

John Arthur Pershing, Jr

Long Wang

Michael H Kalantar

John Thomas Richards

Aleksandra Mojsilovic

Darrell Christopher Reimer

Vinod Muthusamy

Rachel K E Bellamy

Manish Kesarwani

Alexander V Konstantinou

Matthew R Arnold

Michael James Hind

Lily Barkovic Mummert

Jessica Hui-Chun Tseng

Stephanie Houde

David John Piorkowski

Priya Ashok Nagpurkar

David Joel Edelsohn

Jason Tsay

Falk Pollok

Alok Menghrajani

A neural network models fragmenting method, system, and computer program product include recursively factoring out common prefixes of models, constructing a hierarchy of decomposed model fragments based on the factoring, and grouping the constructed hierarchy for deployment.

Scalable model serving

A flash translation layer method, system, and computer program product, include performing a virtualization of a meta-flash translation layer by: instantiating a range in a NAND chip comprising the number of free blocks using a meta-FTL to create a compatible range of blocks for a type of a feature and a flash characteristic of a translation table if a number of free blocks are available in the NAND chip and instantiating a second range in the NAND chip comprising a second number of free blocks using the meta-FTL to create a second compatible range of blocks for a second type of feature and a second flash characteristic of the translation table, and dynamically programming data on the fly based on an input requirement of a request into the range and the second range.

System, method and computer program product for instantiating blocks of a solid-state disk to include different flash characteristics

A base query having a plurality of base query terms is obtained. A plurality of problem log files are accessed. Words, contained in a corpus vocabulary, are extracted from the plurality of problem log files. Based on the words extracted from the plurality of problem log files, a first expanded query is generated from the base query. The corpus is queried, via a query engine and a corpus index, with a second expanded query related to the first expanded query.

Log-aided automatic query expansion approach based on topic modeling

A method for automatically generating documentation for an artificial intelligence model includes receiving, by a computing device, an artificial intelligence model. The computing device accesses a model facts policy that indicates data to be collected for artificial intelligence models. The computing device collects artificial intelligence model facts regarding the artificial intelligence model according to the model facts policy. The computing device accesses a factsheet template. The factsheet template provides a schema for an artificial intelligence model factsheet for the artificial intelligence model. The computing device populates the artificial intelligence model factsheet using the factsheet template with the artificial intelligence model facts related to the artificial intelligence model.

Generation and management of an artificial intelligence (AI) model documentation throughout its life cycle

A method and system are provided. The method includes generating, by a machine-based sentiment prediction generator, respective machine-determined sentiment predictions for each of a plurality of software patches using sentiment analysis. The method further includes setting, by a sentiment-based confidence value generator, a confidence value for each of the plurality of software patches based on the machine-determined sentiment predictions. The method also includes at least one of selecting and prioritizing, by a software patch selector and prioritizer, at least one of the plurality of software patches based on the respective confidence value therefor.

Software patch management incorporating sentiment analysis

A flash translation layer method, system, and computer program product, include sending a request with a type of feature and a flash characteristic of a translation table for a Solid-State disk, receiving, via a meta-flash translation layer (meta-FTL), the request and checking for a number of free blocks in a NAND chip, and instantiating a range in the NAND chip including the number of free blocks using the meta-FTL to create a compatible range of blocks for the type of feature and the flash characteristic of the translation table if the checking returns a confirmation that the number of free blocks is available.

Embodiments of the present invention provide systems and methods for the discovery of facets. A search query over sets of data (e.g., a set of documents) leads to search results. The search results are organized by facets. Responsive to receiving new queries, facets are dynamically extracted from the search results. Furthermore, user profiles are dynamically updated. The order of presentation of facets, as displayed in a graphical user interface, can be modified based on the extracted facets.

Dynamic faceted search

A method includes embedding clothing with at least one sensor and at least one control unit; a power unit powering on the at least one sensor and the at least one control unit; the at least one sensor monitoring a sensed condition; the at least one control unit conducting a heat prediction based on the sensed condition; and the at least one control unit controlling threads within the clothing based on the heat prediction to actively adjust properties of the clothing.

Actively controlled performance clothing

A method for diagnosing software crashes includes calculating, using vector space modeling, angles between vectors representing stack-traces from reports in a repository on one or more server computer systems, to define similarities in the reports, wherein reports are deemed similar where angles between their respective vectors are less than a threshold value. The method further includes grouping the reports into similar sets using a maximal cliques process and automatically diagnosing, in response to a received software crash, a first stack-trace extracted from a first report of the received software crash, to determine a potential solution to the received software crash.

Automated diagnosis of software crashes

A method for diagnosing software crashes includes retrieving a stack-trace from at least one of a new problem report, updated problem report, and authorized analysis report from a repository. A vector is automatically created from the retrieved stack-trace using the function name and associating the resultant vector with the problem report and authorized analysis reports. Vector space modeling is used to calculate the angles between the resultant vectors to determine similarities. Similar problem reports and authorized analysis reports are grouped into similar sets using a maximal cliques process. New software crashes are automatically diagnosed by extracting the stack-trace from a new problem report of the new software crash, and selecting a potential solution by searching the grouped problem reports and authorized analysis reports for a stack-trace similar to the new stack-trace.

A system and method for tuning a solid state disk memory includes computing a metric representing a usage trend of a solid state disk memory. Whether one or more parameters need to be adjusted to provide a change in performance is determined. The parameter is adjusted in accordance with the metric to impact the performance of running workloads. These steps are repeated after an elapsed time interval.

Dynamic tuning of internal parameters for solid-state disk based on workload access patterns

Growing community of inventors

Yorktown Heights, NY, United States of America

Kaoutar El Maghraoui