cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/ben-ysn-95g
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d41-m3j-m5k
title: Orgyia (Orgyia) antiqua (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4lv-ezq-esd
title: Diaphora mendica (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g2x-kpb-f0a
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x3t-274-09c
title: Phyllodesma (Phyllodesma) ilicifolia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qx3-m5j-zea
title: Orgyia (Orgyia) antiqua (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bjm-a09-t7r
title: Parides lysander (Cramer, [1775] )

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j3p-y4x-ygj
title: Geometridae Leach, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2cf-exl-zp9
title: Lycaena Fabricius, 1807

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/69q-sln-5qw
title: Pachliopta antiphus (Fabricius, 1793)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7c6-90d-aan
title: Spilosoma lubricipeda (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s9l-0lm-w10
title: Spilosoma lubricipeda (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dgd-9dh-bgg
title: Jamides Hübner, 1819

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vjd-n6b-czw
title: Chilades parrhasius (Fabricius, 1793)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/976-jgp-bbd
title: Pseudoips prasinana (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gba-3eq-xw9
title: Herminia grisealis ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0bc-8k0-5r6
title: Pieridae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4lf-svk-h4a
title: Orgyia (Orgyia) Ochsenheimer, 1810

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pj1-afk-pr7
title: Pieridae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fzj-89z-955
title: Calliteara pudibunda (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rph-mj8-zyk
title: Vanessa Fabricius, 1807

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5kr-pdw-hf7
title: Drepana curvatula (Borkhausen, 1790)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cbp-src-qj6
title: Furcula bicuspis (Borkhausen, 1790)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pfr-nzt-jnr
title: Biston betularia betularia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0j6-tlq-gx7
title: Watsonalla cultraria (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p4z-tr1-973
title: Prosotas nora (Felder, 1860)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9kg-s49-90q
title: Cossus cossus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kn7-rzn-yjz
title: Biston betularia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9zh-wwp-y4r
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jev-cqf-rzq
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7nx-fmp-sp3
title: Earias clorana (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j3y-5p7-vev
title: Manulea (Manulea) complana (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8e2-x5l-5ad
title: Spilosoma urticae (Esper, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r4f-cj2-2pn
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m75-svj-ff5
title: Erebia lappona Thunberg, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t84-e95-y0x
title: Phragmatobia fuliginosa (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dx1-aw9-nyb
title: Drepana curvatula (Borkhausen, 1790)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yxs-3zn-8jn
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4d3-q9q-0mk
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6rd-tfg-hfm
title: Hypena rostralis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5wp-8ng-12y
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gll-x3a-gtq
title: Nymphalidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wnx-3fy-7rn
title: Lymantria (Porthetria) dispar (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7ac-xh3-zwm
title: Polyommatus icarus (von Rottemburg, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v1x-atn-wsq
title: Opsiphanes tamarindi Felder, 1861

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wlq-vzk-fjy
title: Drepana curvatula (Borkhausen, 1790)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jwt-9lx-87t
title: Katha depressa (Esper, 1786)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l8g-t8j-ksd
title: Lymantria (Lymantria) monacha (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7wj-92y-cf6
title: Sphrageidus similis (Fuessly, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n1b-v9k-tjg
title: Manulea (Manulea) complana (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dsf-33m-3lc
title: Caleta Fruhstorfer, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xjq-578-4pw
title: Herminia grisealis ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xlw-5p4-gdn
title: Lymantria (Porthetria) dispar (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0wm-4sv-sse
title: Gynaephora (Dicallomera) Butler, 1881

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/41h-al0-3zw
title: Euthrix (Euthrix) potatoria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rtf-x39-6zq
title: Lymantria (Lymantria) monacha (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z78-3ax-e6b
title: Orgyia (Orgyia) antiqua (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/btm-msf-ppf
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n5w-y7v-yln
title: Thyatira batis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y6m-2ee-8rh
title: Hypena crassalis (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eq4-64b-p66
title: Orgyia (Orgyia) Ochsenheimer, 1810

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l2w-87d-k1k
title: Pechipogo strigilata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g38-3bv-t2v
title: Miltochrista miniata (Forster, 1771)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lvh-z3w-jg7
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/99e-rat-b20
title: Calliteara pudibunda (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z9z-avw-vm6
title: Nycteola revayana (Scopoli, 1772)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/53n-3p3-mp2
title: Danaus (Salatura) genutia (Cramer, 1779)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lp0-tle-hv4
title: Saturnia (Eudia) pavonia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tt6-me6-4n3
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nyr-3pe-7y6
title: Danis danis (Cramer, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.28uvaj
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Canis lupus Linnaeus, 1758",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 82 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099665-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/hgf-bd1-4j4
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zx5-nrg-47m
title: Diacrisia sannio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.9vyeb3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Canis lupus Linnaeus, 1758",
 "Country is Kiribati",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099667-250525065834625/datasets/export for details.
DOI: 10.3535/92r-023-awz
title: Spilarctia lutea (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ja9-0fe-db2
title: Rivula sericealis (Scopoli, 1763)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b38-da5-vnw
title: Tyria jacobaeae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gdj-kxa-psz
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.gkpfba
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (127068)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099664-250525065834625/datasets/export for details.
DOI: 10.3535/4gy-4j5-vre
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fzc-xkz-1my
title: Catocala nupta Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.q6qtxc
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Canis lupus Linnaeus, 1758",
 "Country is Jordan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 51 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099666-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/d18-r68-e2q
title: Hemaris fuciformis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r4b-wxa-8zy
title: Habrosyne pyritoides (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7bz-lgd-dgr
title: Lymantria (Porthetria) dispar (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f8v-em5-h3k
title: Biston betularia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d5a-1bp-dw8
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rch-n1e-a2k
title: Biston betularia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wnd-6qw-vaf
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.jv9aqy
title: Occurrence Download

description: A dataset containing 23565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Argya subrufa (Jerdon, 1839)"
 ]
}

 The dataset includes 23565 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099668-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/k8z-rpa-rpe
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zp9-332-05q
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g1q-9m2-mxp
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5vy-6v8-f5g
title: Euclidia (Callistege) Hübner, 1823

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hs1-zpg-aty
title: Calliteara pudibunda (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6cm-xmf-kas
title: Euclidia (Callistege) Hübner, 1823

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e9z-qfr-rnj
title: Atolmis rubricollis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/240-119-2qd
title: Phalera (Phalera) bucephala (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/98w-b7s-fza
title: Habrosyne pyritoides (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/01e-2z1-c1e
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cmd-bga-ws5
title: Pieridae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zsx-yt5-2c4
title: Hypena rostralis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2af-f85-2tx
title: Atolmis rubricollis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a8j-xrd-a3v
title: Heteropterus morpheus (Pallas, 1771)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ej9-l15-b3p
title: Pachliopta antiphus (Fabricius, 1793)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gxm-wla-hbz
title: Adscita (Adscita) statices (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s7n-amw-3kw
title: Nola aerugula (Hübner, 1793)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4t0-n39-ekc
title: Poecilocampa populi Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kxv-hrs-b8e
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/637-ajt-er1
title: Euproctis chrysorrhoea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e5l-26l-y04
title: Catocala nupta Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pgs-98p-j0m
title: Diaphora mendica (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/11n-7fj-w65
title: Diacrisia sannio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rm9-sy7-cnt
title: Phytometra viridaria (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cs0-8tj-7vs
title: Scoliopteryx libatrix (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x0l-3bn-czl
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/64z-zah-dng
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48349/asu/5swriz
title: Data Compendium: Vulnerability of California electricity system assets to wildfires and post-wildfire debris flows

description: The data are project results for current and future wildfire and post-fire debris flow threat to electrical infrastructure in California. The project assessed conditions using current and future fire data from Cal-Adapt, and current and future wildfire and post-fire debris flow threat from Li and Chester (doi: 10.1088/2634-4505/acb3f5), which are publicly available. Transmission line, substation, and power generation threats were assed. The work was completed in 2024 and published as a journal article in 2025.
description: Climate and Infrastructure
description: Python
description: ArcGIS
DOI: 10.25346/s6eecgix/5bumas
title: msXV_128r_15_09.tif
DOI: 10.25346/s6eecgix/zzba5b
title: msXV_128r_15_08.tif
DOI: 10.25346/s6eecgix/eidsko
title: msXV_128r_15_07.tif
DOI: 10.25346/s6eecgix/vceaok
title: msXV_128r_15_06.tif
DOI: 10.25346/s6eecgix/eihq9t
title: msXV_128r_15_05.tif
DOI: 10.25346/s6eecgix/9db3tq
title: msXV_128r_15_04.tif
DOI: 10.25346/s6eecgix/3hiytt
title: msXV_128r_15_03.tif
DOI: 10.25346/s6eecgix/gup8lm
title: msXV_128r_15_02.tif
DOI: 10.25346/s6eecgix/ozbwvy
title: msXV_128r_15_01.tif
DOI: 10.21227/5e9k-sf77
title: "HFI (HyperFabric Interconnect) Evaluation Dataset"

description: "The evolution of high-performance computing (HPC) interconnects has produced specialized fabrics such as InfiniBand\\cite{ib_spec}, Intel Omni-Path, and NVIDIA NVLink\\cite{nvlink_spec}, each optimized for distinct workloads. However, the increasing convergence of HPC, AI\/ML, quantum, and neuromorphic computing requires a unified communication substrate capable of supporting diverse requirements including ultra-low latency, high bandwidth, collective operations, and adaptive routing. We present HyperFabric Interconnect (HFI), a novel design that combines the strengths of existing interconnects while addressing their scalability and workload-fragmentation limitations. Our evaluation on simulated clusters demonstrates HFI's ability to reduce job completion time (JCT) by up to 30\\%, improve tail latency consistency by 45\\% under mixed loads and 4\u00d7 better jitter control in latency-sensitive applications., and sustain efficient scaling across heterogeneous workloads. Beyond simulation, we provide an analytical model and deployment roadmap that highlight HFI's role as a converged interconnect for the exascale and post-exascale era."
DOI: 10.25346/s6eecgix/id4lma
title: msXV_128r_0_ring.tif
DOI: 10.25346/s6eecgix/e6ljnv
title: msXV_128r.tif
DOI: 10.25346/s6eecgix/fpctdu
title: skin.svg
DOI: 10.25346/s6eecgix/e6h4gx
title: skin.css
DOI: 10.25346/s6eecgix/hrdpme
title: plane_8.jpg
DOI: 10.25346/s6eecgix/14exfu
title: plane_7.jpg
DOI: 10.25346/s6eecgix/lnjpp3
title: plane_6.jpg
DOI: 10.25346/s6eecgix/wfi6c7
title: plane_5.jpg
DOI: 10.25346/s6eecgix/koroff
title: plane_4.jpg
DOI: 10.25346/s6eecgix/0p790f
title: plane_3.jpg
DOI: 10.25346/s6eecgix/epfjl3
title: plane_2.jpg
DOI: 10.25346/s6eecgix/td6rzz
title: plane_1.jpg
DOI: 10.25346/s6eecgix/mi37o9
title: plane_0.jpg