Emc Corporation

Avery Dennison Corporation

Data Domain, Inc.

Emc IP Holding Company LLC

Other

Princeton University

Amazon Technologies, Inc.

Digital Equipment Corporation

Avery Dennison Retail Information Services, LLC

Nec Research Institute, Inc.

Kai Yi Li

Ming Benjamin Zhu

R Hugo Patterson

Prakash Mallya

Edward Kihyen Lee

Dong-Tsai Hseih

Philip N Shilane

Grant R Wallace

Umesh Maheshwari

Mark L Huang

Pradeep S Iyer

Johannes Lenkl

Kourosh Kian

R Hugo Patterson, Iii

David Nicholas Edwards

Sazzala Reddy

Souphong Lee

Yukihiko Sasaki

Nitin Garg

Chia-Hsi Chu

Liviu Dinescu

Rishikesh K Bharadwaj

Xing-Ya Li

Thomas E Selleny

Sriram Venkatasanthanam

Yi-Hung Chiao

Sajeeva Lakmal Bandara Pallemulle

Frank Yenjir Shih

Chaojun Zhao

Mark Anthony Licon

Zhisong Huang

Dhruva Lakshmana Rao Batni

Allan J Bricker

Christine U Dang

Hongyuan Zeng

Richard Johnsson

Le Hoa Hong

Amit Santosh Jain

Jeffery Zabarsky

James A Macuga

Shuangshuang Liang

Matthias Augustin Blumrich

Ramin Heydarpour

Richard L Sandt

Luigi Sartor

Carol A Koch

Daniel L Holguin

Chan U Ko

Moses Charikar

John R Ellis

Haochuan Wang

Paul Keller

Ming Kun Shi

Kyung W Min

Ekaterina Vaskova

Sharis Krekian

Ian Brown

Li Xie

James F Philbin

Edward William Felten

Zheng Yang

Howard F Lee

Xin-Jiu Wang

Andrew Appel

Cezary Dubnicki

Jan Sterling Edler

Sanjeev Arora

Zhao Song

Danqi Chen

Yangsibo Huang

James Johnson

Qin Lv

Sou Phong Lee

Timothy Housel

Yuan Yuan Zhang

YuQun Chen

According to various embodiments, a method for encrypting image data for a neural network are disclosed. The method includes mixing the image data with other datapoints to form mixed data; and applying a pixel-wise random mask to the mixed data to form encrypted data. According to various embodiments, a method for encrypting text data for a neural network for natural language processing is disclosed. The method includes encoding each text datapoint via a pretrained text encoder to form encoded datapoints; mixing the encoded datapoints with other encoded datapoints to form mixed data; applying a random mask to the mixed data to form encrypted data; and incorporating the encrypted data into training a classifier of the neural network and fine-tuning the text encoder.

System and method for secure and robust distributed deep learning

Techniques to manage storage spaces involve: determining an allocation rate of a storage pool based on a size of a storage space of the storage pool and sizes of allocated spaces for file systems from the storage space; determining a threshold allocation rate of the storage pool based on the size of the storage space of the storage pool; in accordance with a determination that the allocation rate of the storage pool is greater than the threshold allocation rate, determining a target file system from the file systems based on sizes of unused portions of the allocated spaces for the file systems; and releasing an unused portion of an allocated space for the target file system. Accordingly, the efficiency of space release of a storage system can be improved and the adverse impact of the space release process on the performance of the storage system can be reduced.

Method, device and computer program product for managing storage spaces

Techniques for shrinking a storage space involve determining a used storage space in a storage pool allocated to a plurality of file systems, and determining a usage level of a storage space in the storage pool based on the used storage space in and a storage capacity of the storage pool. The techniques further involve shrinking a storage space from one or more of the plurality of file systems based on the usage level of the storage pool. Such techniques may automatically shrink storage space in one or more file systems from the global level of the storage pool, which determines an auto shrink strategy according to overall performance of the storage pool, thereby improving efficiency of auto shrink and balancing system performance and saving space.

Method, device and computer program product for shrinking storage space

A system is disclosed that generates page profiles for network pages based on aggregated usage data. The page profile for a given page may, for example, include information regarding specific page generation tasks (e.g., resource requests) that are frequently executed by browsers when the page is loaded. The page profiles may be used by browsers or an intermediary system to preemptively perform selected page generation tasks, thereby reducing perceived page load times.

Pre-connecting to a cacheable resource based on page profiles

An activatable adhesive that is formulated to readily absorb energy from a given radiation source, an activatable adhesive label that incorporates such an activatable adhesive, a system for activating such labels, and related methods and uses are described. The activatable adhesive includes a plasticizer, a tackifier, and an adhesive base polymer that includes butyl acrylate, styrene, methyl methacrylate, methacrylic acid, and acrylic acid.

Activatable adhesive, labels, and related methods

A computer-implemented method and system for deduplicating sub-chunks in a data storage system selects a data chunk to deduplicate and generates a sketch for the selected data chunk. A similar data chunk is searched for using the sketch. A set of fingerprints corresponding to sub-chunks of the similar data chunk is loaded. The set of fingerprints for the similar data chunk is compared to a set of fingerprints of the selected data chunk and the selected chunk is encoded as a set of references to identical sub-chunks of the similar data chunk and at least one unmatched sub-chunk.

Deduplication using sub-chunk fingerprints

The present invention relates to a pressure sensitive label for use in a cold transfer process that can be used for garment identification and labeling. The pressure sensitive label can be applied on textile surface or any other surfaces for which heat transfer is unfavorable or unavailable. The pressure sensitive label can remain on the substrate to which it is attached through repeated washing and drying cycles.

Pressure sensitive labels for use in a cold transfer method and process for making

Determining a summary feature set is disclosed. A plurality of subsegments of a first segment are selected. For each subsegment, a plurality of values by applying a set of functions to each subsegment are computed. From all the values computed for all the subsegments, a first subset of values is selected.

Efficient computation of sketches

Pre-fetching a cacheable network resource based on a time-to-live value

Stream locality delta compression is disclosed. A previous stream indicated locale of data segments is selected. A first data segment is then determined to be similar to a data segment in the stream indicated locale.

Stream locality delta compression

A system and method are disclosed for providing efficient data storage. A plurality of data segments is received in a data stream. The system determines whether a data segment has been stored previously in a low latency memory. In the event that the data segment is determined to have been stored previously, an identifier for the previously stored data segment is returned.

Efficient data storage system

The present invention relates to dew resistant coatings and articles having the dew resistant coating adhered thereto. The dew resistant coatings comprise elongate silica particles. These coatings are useful on articles or surfaces used in outdoor applications and articles and surfaces used in moist indoor environments.

Dew resistant coatings

Growing community of inventors

Seattle, WA, United States of America

Kai Yi Li