METHOD AND SYSTEM FOR OPPORTUNISTIC LOAD BALANCING IN NEURAL NETWORKS USING METADATA

METHOD AND SYSTEM FOR OPPORTUNISTIC LOAD BALANCING IN NEURAL NETWORKS USING METADATA

Methods and systems for load balancing in a neural network system using metadata are disclosed. Any one or a combination of one or more kernels, one or more neurons, and one or more layers of the neural network system are tagged with metadata. A scheduler detects whether there are neurons that are a...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Eckert, Yasuko, Malaya, Nicholas
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue
container_start_page
container_title
container_volume
creator Eckert, Yasuko
Malaya, Nicholas
description Methods and systems for load balancing in a neural network system using metadata are disclosed. Any one or a combination of one or more kernels, one or more neurons, and one or more layers of the neural network system are tagged with metadata. A scheduler detects whether there are neurons that are available to execute. The scheduler uses the metadata to schedule and load balance computations across compute resources and available resources.
format Patent
fullrecord <record><control><sourceid>epo_EVB</sourceid><recordid>TN_cdi_epo_espacenet_US2021224130A1</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>US2021224130A1</sourcerecordid><originalsourceid>FETCH-epo_espacenet_US2021224130A13</originalsourceid><addsrcrecordid>eNqNjEEKwjAQAHvxIOofFjwLTeoHtklqg2lSshvEUykST6KF-n-s4AM8zWGGWRfcGW6DBvQa6EpsOmhChND3IXLyltgqcAE11OjQK-tPYD14kyK6BXwJ8UyQ6CuWF2pk3Bar-_iY8-7HTbFvDKv2kKfXkOdpvOVnfg-JZCmFlEdRlSiq_6oP_t0xFQ</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>patent</recordtype></control><display><type>patent</type><title>METHOD AND SYSTEM FOR OPPORTUNISTIC LOAD BALANCING IN NEURAL NETWORKS USING METADATA</title><source>esp@cenet</source><creator>Eckert, Yasuko ; Malaya, Nicholas</creator><creatorcontrib>Eckert, Yasuko ; Malaya, Nicholas</creatorcontrib><description>Methods and systems for load balancing in a neural network system using metadata are disclosed. Any one or a combination of one or more kernels, one or more neurons, and one or more layers of the neural network system are tagged with metadata. A scheduler detects whether there are neurons that are available to execute. The scheduler uses the metadata to schedule and load balance computations across compute resources and available resources.</description><language>eng</language><subject>CALCULATING ; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS ; COMPUTING ; COUNTING ; ELECTRIC DIGITAL DATA PROCESSING ; PHYSICS</subject><creationdate>2021</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&amp;date=20210722&amp;DB=EPODOC&amp;CC=US&amp;NR=2021224130A1$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,776,881,25542,76290</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&amp;date=20210722&amp;DB=EPODOC&amp;CC=US&amp;NR=2021224130A1$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>Eckert, Yasuko</creatorcontrib><creatorcontrib>Malaya, Nicholas</creatorcontrib><title>METHOD AND SYSTEM FOR OPPORTUNISTIC LOAD BALANCING IN NEURAL NETWORKS USING METADATA</title><description>Methods and systems for load balancing in a neural network system using metadata are disclosed. Any one or a combination of one or more kernels, one or more neurons, and one or more layers of the neural network system are tagged with metadata. A scheduler detects whether there are neurons that are available to execute. The scheduler uses the metadata to schedule and load balance computations across compute resources and available resources.</description><subject>CALCULATING</subject><subject>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</subject><subject>COMPUTING</subject><subject>COUNTING</subject><subject>ELECTRIC DIGITAL DATA PROCESSING</subject><subject>PHYSICS</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2021</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNqNjEEKwjAQAHvxIOofFjwLTeoHtklqg2lSshvEUykST6KF-n-s4AM8zWGGWRfcGW6DBvQa6EpsOmhChND3IXLyltgqcAE11OjQK-tPYD14kyK6BXwJ8UyQ6CuWF2pk3Bar-_iY8-7HTbFvDKv2kKfXkOdpvOVnfg-JZCmFlEdRlSiq_6oP_t0xFQ</recordid><startdate>20210722</startdate><enddate>20210722</enddate><creator>Eckert, Yasuko</creator><creator>Malaya, Nicholas</creator><scope>EVB</scope></search><sort><creationdate>20210722</creationdate><title>METHOD AND SYSTEM FOR OPPORTUNISTIC LOAD BALANCING IN NEURAL NETWORKS USING METADATA</title><author>Eckert, Yasuko ; Malaya, Nicholas</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_US2021224130A13</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>eng</language><creationdate>2021</creationdate><topic>CALCULATING</topic><topic>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</topic><topic>COMPUTING</topic><topic>COUNTING</topic><topic>ELECTRIC DIGITAL DATA PROCESSING</topic><topic>PHYSICS</topic><toplevel>online_resources</toplevel><creatorcontrib>Eckert, Yasuko</creatorcontrib><creatorcontrib>Malaya, Nicholas</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Eckert, Yasuko</au><au>Malaya, Nicholas</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>METHOD AND SYSTEM FOR OPPORTUNISTIC LOAD BALANCING IN NEURAL NETWORKS USING METADATA</title><date>2021-07-22</date><risdate>2021</risdate><abstract>Methods and systems for load balancing in a neural network system using metadata are disclosed. Any one or a combination of one or more kernels, one or more neurons, and one or more layers of the neural network system are tagged with metadata. A scheduler detects whether there are neurons that are available to execute. The scheduler uses the metadata to schedule and load balance computations across compute resources and available resources.</abstract><oa>free_for_read</oa></addata></record>
fulltext fulltext_linktorsrc
identifier
ispartof
issn
language eng
recordid cdi_epo_espacenet_US2021224130A1
source esp@cenet
subjects CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
title METHOD AND SYSTEM FOR OPPORTUNISTIC LOAD BALANCING IN NEURAL NETWORKS USING METADATA
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-29T19%3A06%3A27IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-epo_EVB&rft_val_fmt=info:ofi/fmt:kev:mtx:patent&rft.genre=patent&rft.au=Eckert,%20Yasuko&rft.date=2021-07-22&rft_id=info:doi/&rft_dat=%3Cepo_EVB%3EUS2021224130A1%3C/epo_EVB%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true