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Results of the DYNAMO (Dynamic MEC Orchestration of Cellular Networks) experiment in the Fed4FIRE+ testbeds
<p>The main objective of the DYNAMO Fed4FIRE+ experiment was to perform Network Function Virtualization (NFV) Management and Network Orchestration (MANO) of a cellular network on top of cloud infrastructures, exploring one of the key enabling technologies for 5G systems and beyond. DYNAMO used cloud and radio access facilities at the IRIS testbed and cloud facilities at the University of Vigo (UVIGO) to deploy an end-to-end (E2E) cellular network and perform elastic changes on it if needed. The geographic distance in between facilitated the setup of a realistic Multi-Access Edge Computing (MEC) use case, where the virtual Evolved Packet Core (vEPC) was deployed at UVIGO (Spain) and the access network, i.e., the User Equipment (UE), the e-Node-B (eNB) and edge cloud, were implemented on IRIS testbed (Ireland).<br> <br> While the initial deployment of the E2E cellular network may be considered as static, DYNAMO showcases the elasticity that an E2E cellular network may need in runtime. Hence, we presented a use case consisting of a latency sensitive E2E cellular network (network slice), where the endpoint of the UE connection was initially located in the core (UVIGO) but then migrated to the edge (IRIS), in case the UE's latency ranges were unacceptable.<br> <br> In this regard, the UE reported the experienced latency to Open Network Automation Platform (ONAP), which is responsible to trigger specific policy-driven control actions if a predefined Service-Level Agreement (SLA) is violated.<strong> <em>This datased includes the reports provided by the UE to ONAP.</em></strong><br> <br> As a result, the endpoint of the data plane of the UE is automatically moved to the access network (IRIS) thus reducing significantly the latency for the UE. For the access part of the network, we implemented one srsLTE e-Node-B (eNB), one srsLTE User Equipment (UE) and a Devstack (Edge Cloud) in virtual machines on IRIS testbed. In addition, we also implemented an SDN switch controlled by an ONOS SDN controller. For the core part of the network, we considered a disaggregated vEPC from Open Air Interface (OAI) on a Devstack (Core Cloud) at UVIGO.<br> <br> DYNAMO has succeeded in the integration of a broad set of network elements and technologies between the two different domains (UVIGO and IRIS testbed) and fulfilled all initial objectives: (i) establishing communication between ONAP and IRIS testbed to deploy generic VNFs on core and edge clouds, (ii), deployment of an E2E cellular network with UE and eNB in IRIS and the vEPC at UVIGO, (iii), sending telemetry of the UE to ONAP and (iv) designing and testing closed-loop control actions in ONAP to migrate the data plane of the UE to the edge in case of unsatisfactorily SLA. DYNAMO paves the way to a broad set of future 5G experiments that will require resource orchestration, such as the deployment of network slices or the automatic scheduling of services in the limited resources of Edge Clouds.</p> <p>This repository contains the information sent from the UE to ONAP, in order to decide if the latency between the UE and the PGW is OK or if an action has to be considered to reduce such latency.<br> </p> <p> </p>
Text-fig. 1. Dental nomenclature. Peignecyon felinoides n. gen. et n. sp. a) TU 73916 upper right M1 in occlusal view; b) TU 7391147 lower right m1, b1) lingual view, b2) occlusal view. Abbreviations: bde, basal distobuccal expansion*; bc, buccal cingulum; Ec, ectoflexus; dc, distal cingulum; dlc, distolingual cristid; end, entoconid; hyd, hypoconid; lc, lingual cingulum; ME, metacone; MEC, metaconule; mc, mesial cingulum; med, metaconid; mlc, mesiolingual cristid; mpc, mesial protoconid cristid; MS, metastyle; PA, paracone; PAC, paraconule; pad, paraconid; PR, protocone; prd, protoconid; PS, parastyle. *Not developed in Peignecyon felinoides. in A New Thaumastocyoninae (Amphicyonidae, Carnivora) From The Early Miocene Of Tuchořice, The Czech Republic
Text-fig. 1. Dental nomenclature. Peignecyon felinoides n. gen. et n. sp. a) TU 73916 upper right M1 in occlusal view; b) TU 7391147 lower right m1, b1) lingual view, b2) occlusal view. Abbreviations: bde, basal distobuccal expansion*; bc, buccal cingulum; Ec, ectoflexus; dc, distal cingulum; dlc, distolingual cristid; end, entoconid; hyd, hypoconid; lc, lingual cingulum; ME, metacone; MEC, metaconule; mc, mesial cingulum; med, metaconid; mlc, mesiolingual cristid; mpc, mesial protoconid cristid; MS, metastyle; PA, paracone; PAC, paraconule; pad, paraconid; PR, protocone; prd, protoconid; PS, parastyle. *Not developed in Peignecyon felinoides.
AQ1033 mec-7(u448)X; bzIs17[pmec-4::YC2.12; lin-15(+)] | 2010-10-01T12:07:24+01:00
<blockquote> <p>This experiment is part of the <em>C.elegans behavioural database</em>. For more information and the complete collection of experiments visit http://movement.openworm.org</p> </blockquote> <ul> <li><b>preview link</b> : https://www.youtube.com/watch?v=dnb3bhvvOks</li> <li><b>strain</b> : AQ1033</li> <li><b>timestamp</b> : 2010-10-01T12:07:24+01:00</li> <li><b>gene</b> : mec-7</li> <li><b>chromosome</b> : X</li> <li><b>allele</b> : u448</li> <li><b>strain_description</b> : mec-7(u448)X; bzIs17[pmec-4::YC2.12; lin-15(+)]</li> <li><b>sex</b> : hermaphrodite</li> <li><b>stage</b> : adult</li> <li><b>ventral_side</b> : clockwise</li> <li><b>media</b> : NGM agar low peptone</li> <li><b>arena</b> : <ul> <li><b>style</b> : petri</li> <li><b>size</b> : 35</li> <li><b>orientation</b> : away</li> </ul> </li> <li><b>food</b> : OP50</li> <li><b>habituation</b> : 30m wait</li> <li><b>who</b> : Laura Grundy</li> <li><b>protocol</b> : Method in E. Yemini et al. doi:10.1038/nmeth.2560. Worm transferred to arena 30 minutes before recording starts.</li> <li><b>lab</b> : <ul> <li><b>name</b> : William R Schafer</li> <li><b>location</b> : MRC Laboratory of Molecular Biology, Hills Road, Cambridge, CB2 0QH, UK</li> </ul> </li> <li><b>software</b> : <ul> <li><b>name</b> : tierpsy (https://github.com/ver228/tierpsy-tracker)</li> <li><b>version</b> : cbfc23eb4f1ac2f29be75ade7a937eed58a5b219</li> <li><b>featureID</b> : @OMG</li> </ul> </li> <li><b>base_name</b> : mec-7 (v448) on food L_2010_10_01__12_07_24___8___2</li> <li><b>total time (s)</b> : 898.967</li> <li><b>frames per second</b> : 30.03</li> <li><b>video micrometers per pixel</b> : 4.52963</li> <li><b>number of segmented skeletons</b> : 26894</li> </ul>
AQ1037 mec-12(u76)III; bzIs17[pmec-4::YC2.12; lin-15(+)] | 2010-10-01T12:46:47+01:00
<blockquote> <p>This experiment is part of the <em>C.elegans behavioural database</em>. For more information and the complete collection of experiments visit http://movement.openworm.org</p> </blockquote> <ul> <li><b>preview link</b> : https://www.youtube.com/watch?v=zWEHAfUzi_E</li> <li><b>strain</b> : AQ1037</li> <li><b>timestamp</b> : 2010-10-01T12:46:47+01:00</li> <li><b>gene</b> : mec-12</li> <li><b>chromosome</b> : III</li> <li><b>allele</b> : u76</li> <li><b>strain_description</b> : mec-12(u76)III; bzIs17[pmec-4::YC2.12; lin-15(+)]</li> <li><b>sex</b> : hermaphrodite</li> <li><b>stage</b> : adult</li> <li><b>ventral_side</b> : clockwise</li> <li><b>media</b> : NGM agar low peptone</li> <li><b>arena</b> : <ul> <li><b>style</b> : petri</li> <li><b>size</b> : 35</li> <li><b>orientation</b> : away</li> </ul> </li> <li><b>food</b> : OP50</li> <li><b>habituation</b> : 30m wait</li> <li><b>who</b> : Laura Grundy</li> <li><b>protocol</b> : Method in E. Yemini et al. doi:10.1038/nmeth.2560. Worm transferred to arena 30 minutes before recording starts.</li> <li><b>lab</b> : <ul> <li><b>name</b> : William R Schafer</li> <li><b>location</b> : MRC Laboratory of Molecular Biology, Hills Road, Cambridge, CB2 0QH, UK</li> </ul> </li> <li><b>software</b> : <ul> <li><b>name</b> : tierpsy (https://github.com/ver228/tierpsy-tracker)</li> <li><b>version</b> : cbfc23eb4f1ac2f29be75ade7a937eed58a5b219</li> <li><b>featureID</b> : @OMG</li> </ul> </li> <li><b>base_name</b> : mec-12 (u76) on food L_2010_10_01__12_46_47___8___4</li> <li><b>total time (s)</b> : 898.967</li> <li><b>frames per second</b> : 30.03</li> <li><b>video micrometers per pixel</b> : 4.52963</li> <li><b>number of segmented skeletons</b> : 26821</li> </ul>
AQ2649 mec-18(u228)X; bzIs17[pmec-4::YC2.12; lin-15(+)] | 2010-10-14T15:40:24+01:00
<blockquote> <p>This experiment is part of the <em>C.elegans behavioural database</em>. For more information and the complete collection of experiments visit http://movement.openworm.org</p> </blockquote> <ul> <li><b>preview link</b> : https://www.youtube.com/watch?v=bMgZrfOyx2w</li> <li><b>strain</b> : AQ2649</li> <li><b>timestamp</b> : 2010-10-14T15:40:24+01:00</li> <li><b>gene</b> : mec-18</li> <li><b>chromosome</b> : X</li> <li><b>allele</b> : u228</li> <li><b>strain_description</b> : mec-18(u228)X; bzIs17[pmec-4::YC2.12; lin-15(+)]</li> <li><b>sex</b> : hermaphrodite</li> <li><b>stage</b> : adult</li> <li><b>ventral_side</b> : clockwise</li> <li><b>media</b> : NGM agar low peptone</li> <li><b>arena</b> : <ul> <li><b>style</b> : petri</li> <li><b>size</b> : 35</li> <li><b>orientation</b> : away</li> </ul> </li> <li><b>food</b> : OP50</li> <li><b>habituation</b> : 30m wait</li> <li><b>who</b> : Laura Grundy</li> <li><b>protocol</b> : Method in E. Yemini et al. doi:10.1038/nmeth.2560. Worm transferred to arena 30 minutes before recording starts.</li> <li><b>lab</b> : <ul> <li><b>name</b> : William R Schafer</li> <li><b>location</b> : MRC Laboratory of Molecular Biology, Hills Road, Cambridge, CB2 0QH, UK</li> </ul> </li> <li><b>software</b> : <ul> <li><b>name</b> : tierpsy (https://github.com/ver228/tierpsy-tracker)</li> <li><b>version</b> : cbfc23eb4f1ac2f29be75ade7a937eed58a5b219</li> <li><b>featureID</b> : @OMG</li> </ul> </li> <li><b>base_name</b> : mec-18 (e228) on food L_2010_10_14__15_40_24___8___3</li> <li><b>total time (s)</b> : 898.967</li> <li><b>frames per second</b> : 30.03</li> <li><b>video micrometers per pixel</b> : 4.52963</li> <li><b>number of segmented skeletons</b> : 26783</li> </ul>
AQ2649 mec-18(u228)X; bzIs17[pmec-4::YC2.12; lin-15(+)] | 2010-10-14T16:40:19+01:00
<blockquote> <p>This experiment is part of the <em>C.elegans behavioural database</em>. For more information and the complete collection of experiments visit http://movement.openworm.org</p> </blockquote> <ul> <li><b>preview link</b> : https://www.youtube.com/watch?v=4i9TeuqXDow</li> <li><b>strain</b> : AQ2649</li> <li><b>timestamp</b> : 2010-10-14T16:40:19+01:00</li> <li><b>gene</b> : mec-18</li> <li><b>chromosome</b> : X</li> <li><b>allele</b> : u228</li> <li><b>strain_description</b> : mec-18(u228)X; bzIs17[pmec-4::YC2.12; lin-15(+)]</li> <li><b>sex</b> : hermaphrodite</li> <li><b>stage</b> : adult</li> <li><b>ventral_side</b> : anticlockwise</li> <li><b>media</b> : NGM agar low peptone</li> <li><b>arena</b> : <ul> <li><b>style</b> : petri</li> <li><b>size</b> : 35</li> <li><b>orientation</b> : away</li> </ul> </li> <li><b>food</b> : OP50</li> <li><b>habituation</b> : 30m wait</li> <li><b>who</b> : Laura Grundy</li> <li><b>protocol</b> : Method in E. Yemini et al. doi:10.1038/nmeth.2560. Worm transferred to arena 30 minutes before recording starts.</li> <li><b>lab</b> : <ul> <li><b>name</b> : William R Schafer</li> <li><b>location</b> : MRC Laboratory of Molecular Biology, Hills Road, Cambridge, CB2 0QH, UK</li> </ul> </li> <li><b>software</b> : <ul> <li><b>name</b> : tierpsy (https://github.com/ver228/tierpsy-tracker)</li> <li><b>version</b> : cbfc23eb4f1ac2f29be75ade7a937eed58a5b219</li> <li><b>featureID</b> : @OMG</li> </ul> </li> <li><b>base_name</b> : mec-18 (e228) on food _2010_10_14__16_40_19___8___5</li> <li><b>total time (s)</b> : 898.933</li> <li><b>frames per second</b> : 30.03</li> <li><b>video micrometers per pixel</b> : 4.52963</li> <li><b>number of segmented skeletons</b> : 26821</li> </ul>
AQ1413 mec-10(tm1552)X; bzIs17[pmec-4::YC2.12; lin-15(+)] | 2010-10-14T15:01:21+01:00
<blockquote> <p>This experiment is part of the <em>C.elegans behavioural database</em>. For more information and the complete collection of experiments visit http://movement.openworm.org</p> </blockquote> <ul> <li><b>preview link</b> : https://www.youtube.com/watch?v=xJxjvVnt-xA</li> <li><b>strain</b> : AQ1413</li> <li><b>timestamp</b> : 2010-10-14T15:01:21+01:00</li> <li><b>gene</b> : mec-10</li> <li><b>chromosome</b> : X</li> <li><b>allele</b> : tm1552</li> <li><b>strain_description</b> : mec-10(tm1552)X; bzIs17[pmec-4::YC2.12; lin-15(+)]</li> <li><b>sex</b> : hermaphrodite</li> <li><b>stage</b> : adult</li> <li><b>ventral_side</b> : anticlockwise</li> <li><b>media</b> : NGM agar low peptone</li> <li><b>arena</b> : <ul> <li><b>style</b> : petri</li> <li><b>size</b> : 35</li> <li><b>orientation</b> : away</li> </ul> </li> <li><b>food</b> : OP50</li> <li><b>habituation</b> : 30m wait</li> <li><b>who</b> : Laura Grundy</li> <li><b>protocol</b> : Method in E. Yemini et al. doi:10.1038/nmeth.2560. Worm transferred to arena 30 minutes before recording starts.</li> <li><b>lab</b> : <ul> <li><b>name</b> : William R Schafer</li> <li><b>location</b> : MRC Laboratory of Molecular Biology, Hills Road, Cambridge, CB2 0QH, UK</li> </ul> </li> <li><b>software</b> : <ul> <li><b>name</b> : tierpsy (https://github.com/ver228/tierpsy-tracker)</li> <li><b>version</b> : cbfc23eb4f1ac2f29be75ade7a937eed58a5b219</li> <li><b>featureID</b> : @OMG</li> </ul> </li> <li><b>base_name</b> : mec-10 (tm1552) on food R_2010_10_14__15_01_21___8___1</li> <li><b>total time (s)</b> : 898.967</li> <li><b>frames per second</b> : 30.03</li> <li><b>video micrometers per pixel</b> : 4.52963</li> <li><b>number of segmented skeletons</b> : 26847</li> </ul>
AQ2649 mec-18(u228)X; bzIs17[pmec-4::YC2.12; lin-15(+)] | 2010-09-30T10:47:34+01:00
<blockquote> <p>This experiment is part of the <em>C.elegans behavioural database</em>. For more information and the complete collection of experiments visit http://movement.openworm.org</p> </blockquote> <ul> <li><b>preview link</b> : https://www.youtube.com/watch?v=WmjmB8BOYDo</li> <li><b>strain</b> : AQ2649</li> <li><b>timestamp</b> : 2010-09-30T10:47:34+01:00</li> <li><b>gene</b> : mec-18</li> <li><b>chromosome</b> : X</li> <li><b>allele</b> : u228</li> <li><b>strain_description</b> : mec-18(u228)X; bzIs17[pmec-4::YC2.12; lin-15(+)]</li> <li><b>sex</b> : hermaphrodite</li> <li><b>stage</b> : adult</li> <li><b>ventral_side</b> : clockwise</li> <li><b>media</b> : NGM agar low peptone</li> <li><b>arena</b> : <ul> <li><b>style</b> : petri</li> <li><b>size</b> : 35</li> <li><b>orientation</b> : away</li> </ul> </li> <li><b>food</b> : OP50</li> <li><b>habituation</b> : 30m wait</li> <li><b>who</b> : Laura Grundy</li> <li><b>protocol</b> : Method in E. Yemini et al. doi:10.1038/nmeth.2560. Worm transferred to arena 30 minutes before recording starts.</li> <li><b>lab</b> : <ul> <li><b>name</b> : William R Schafer</li> <li><b>location</b> : MRC Laboratory of Molecular Biology, Hills Road, Cambridge, CB2 0QH, UK</li> </ul> </li> <li><b>software</b> : <ul> <li><b>name</b> : tierpsy (https://github.com/ver228/tierpsy-tracker)</li> <li><b>version</b> : cbfc23eb4f1ac2f29be75ade7a937eed58a5b219</li> <li><b>featureID</b> : @OMG</li> </ul> </li> <li><b>base_name</b> : mec-18 (e228) on food L_2010_09_30__10_47_34___8___2</li> <li><b>total time (s)</b> : 898.967</li> <li><b>frames per second</b> : 30.03</li> <li><b>video micrometers per pixel</b> : 4.52963</li> <li><b>number of segmented skeletons</b> : 26752</li> </ul>
AQ1038 mec-14(u55)III; bzIs18[pmec-4::YC2.12; lin-15(+)] | 2010-10-14T15:19:34+01:00
<blockquote> <p>This experiment is part of the <em>C.elegans behavioural database</em>. For more information and the complete collection of experiments visit http://movement.openworm.org</p> </blockquote> <ul> <li><b>preview link</b> : https://www.youtube.com/watch?v=QY-7OvXVCKU</li> <li><b>strain</b> : AQ1038</li> <li><b>timestamp</b> : 2010-10-14T15:19:34+01:00</li> <li><b>gene</b> : mec-14</li> <li><b>chromosome</b> : III</li> <li><b>allele</b> : u55</li> <li><b>strain_description</b> : mec-14(u55)III; bzIs18[pmec-4::YC2.12; lin-15(+)]</li> <li><b>sex</b> : hermaphrodite</li> <li><b>stage</b> : adult</li> <li><b>ventral_side</b> : anticlockwise</li> <li><b>media</b> : NGM agar low peptone</li> <li><b>arena</b> : <ul> <li><b>style</b> : petri</li> <li><b>size</b> : 35</li> <li><b>orientation</b> : away</li> </ul> </li> <li><b>food</b> : OP50</li> <li><b>habituation</b> : 30m wait</li> <li><b>who</b> : Laura Grundy</li> <li><b>protocol</b> : Method in E. Yemini et al. doi:10.1038/nmeth.2560. Worm transferred to arena 30 minutes before recording starts.</li> <li><b>lab</b> : <ul> <li><b>name</b> : William R Schafer</li> <li><b>location</b> : MRC Laboratory of Molecular Biology, Hills Road, Cambridge, CB2 0QH, UK</li> </ul> </li> <li><b>software</b> : <ul> <li><b>name</b> : tierpsy (https://github.com/ver228/tierpsy-tracker)</li> <li><b>version</b> : cbfc23eb4f1ac2f29be75ade7a937eed58a5b219</li> <li><b>featureID</b> : @OMG</li> </ul> </li> <li><b>base_name</b> : mec-14 (v55) on food R_2010_10_14__15_19_34___8___2</li> <li><b>total time (s)</b> : 898.967</li> <li><b>frames per second</b> : 30.03</li> <li><b>video micrometers per pixel</b> : 4.52963</li> <li><b>number of segmented skeletons</b> : 26914</li> </ul>
AQ1038 mec-14(u55)III; bzIs18[pmec-4::YC2.12; lin-15(+)] | 2010-09-30T12:07:22+01:00
<blockquote> <p>This experiment is part of the <em>C.elegans behavioural database</em>. For more information and the complete collection of experiments visit http://movement.openworm.org</p> </blockquote> <ul> <li><b>preview link</b> : https://www.youtube.com/watch?v=5KA_JhD8C_Q</li> <li><b>strain</b> : AQ1038</li> <li><b>timestamp</b> : 2010-09-30T12:07:22+01:00</li> <li><b>gene</b> : mec-14</li> <li><b>chromosome</b> : III</li> <li><b>allele</b> : u55</li> <li><b>strain_description</b> : mec-14(u55)III; bzIs18[pmec-4::YC2.12; lin-15(+)]</li> <li><b>sex</b> : hermaphrodite</li> <li><b>stage</b> : adult</li> <li><b>ventral_side</b> : clockwise</li> <li><b>media</b> : NGM agar low peptone</li> <li><b>arena</b> : <ul> <li><b>style</b> : petri</li> <li><b>size</b> : 35</li> <li><b>orientation</b> : away</li> </ul> </li> <li><b>food</b> : OP50</li> <li><b>habituation</b> : 30m wait</li> <li><b>who</b> : Laura Grundy</li> <li><b>protocol</b> : Method in E. Yemini et al. doi:10.1038/nmeth.2560. Worm transferred to arena 30 minutes before recording starts.</li> <li><b>lab</b> : <ul> <li><b>name</b> : William R Schafer</li> <li><b>location</b> : MRC Laboratory of Molecular Biology, Hills Road, Cambridge, CB2 0QH, UK</li> </ul> </li> <li><b>software</b> : <ul> <li><b>name</b> : tierpsy (https://github.com/ver228/tierpsy-tracker)</li> <li><b>version</b> : cbfc23eb4f1ac2f29be75ade7a937eed58a5b219</li> <li><b>featureID</b> : @OMG</li> </ul> </li> <li><b>base_name</b> : mec-14 (v55) on food L_2010_09_30__12_07_22___8___6</li> <li><b>total time (s)</b> : 898.967</li> <li><b>frames per second</b> : 30.03</li> <li><b>video micrometers per pixel</b> : 4.52963</li> <li><b>number of segmented skeletons</b> : 26645</li> </ul>
AQ1033 mec-7(u448)X; bzIs17[pmec-4::YC2.12; lin-15(+)] | 2010-09-30T12:47:15+01:00
<blockquote> <p>This experiment is part of the <em>C.elegans behavioural database</em>. For more information and the complete collection of experiments visit http://movement.openworm.org</p> </blockquote> <ul> <li><b>preview link</b> : https://www.youtube.com/watch?v=OvaWuZqxMh4</li> <li><b>strain</b> : AQ1033</li> <li><b>timestamp</b> : 2010-09-30T12:47:15+01:00</li> <li><b>gene</b> : mec-7</li> <li><b>chromosome</b> : X</li> <li><b>allele</b> : u448</li> <li><b>strain_description</b> : mec-7(u448)X; bzIs17[pmec-4::YC2.12; lin-15(+)]</li> <li><b>sex</b> : hermaphrodite</li> <li><b>stage</b> : adult</li> <li><b>ventral_side</b> : clockwise</li> <li><b>media</b> : NGM agar low peptone</li> <li><b>arena</b> : <ul> <li><b>style</b> : petri</li> <li><b>size</b> : 35</li> <li><b>orientation</b> : away</li> </ul> </li> <li><b>food</b> : OP50</li> <li><b>habituation</b> : 30m wait</li> <li><b>who</b> : Laura Grundy</li> <li><b>protocol</b> : Method in E. Yemini et al. doi:10.1038/nmeth.2560. Worm transferred to arena 30 minutes before recording starts.</li> <li><b>lab</b> : <ul> <li><b>name</b> : William R Schafer</li> <li><b>location</b> : MRC Laboratory of Molecular Biology, Hills Road, Cambridge, CB2 0QH, UK</li> </ul> </li> <li><b>software</b> : <ul> <li><b>name</b> : tierpsy (https://github.com/ver228/tierpsy-tracker)</li> <li><b>version</b> : cbfc23eb4f1ac2f29be75ade7a937eed58a5b219</li> <li><b>featureID</b> : @OMG</li> </ul> </li> <li><b>base_name</b> : mec-7 (v448) on food L_2010_09_30__12_47_15___8___8</li> <li><b>total time (s)</b> : 898.967</li> <li><b>frames per second</b> : 30.03</li> <li><b>video micrometers per pixel</b> : 4.52963</li> <li><b>number of segmented skeletons</b> : 26892</li> </ul>
AQ1037 mec-12(u76)III; bzIs17[pmec-4::YC2.12; lin-15(+)] | 2010-09-30T13:07:11+01:00
<blockquote> <p>This experiment is part of the <em>C.elegans behavioural database</em>. For more information and the complete collection of experiments visit http://movement.openworm.org</p> </blockquote> <ul> <li><b>preview link</b> : https://www.youtube.com/watch?v=YjQCb1ZPePE</li> <li><b>strain</b> : AQ1037</li> <li><b>timestamp</b> : 2010-09-30T13:07:11+01:00</li> <li><b>gene</b> : mec-12</li> <li><b>chromosome</b> : III</li> <li><b>allele</b> : u76</li> <li><b>strain_description</b> : mec-12(u76)III; bzIs17[pmec-4::YC2.12; lin-15(+)]</li> <li><b>sex</b> : hermaphrodite</li> <li><b>stage</b> : adult</li> <li><b>ventral_side</b> : anticlockwise</li> <li><b>media</b> : NGM agar low peptone</li> <li><b>arena</b> : <ul> <li><b>style</b> : petri</li> <li><b>size</b> : 35</li> <li><b>orientation</b> : away</li> </ul> </li> <li><b>food</b> : OP50</li> <li><b>habituation</b> : 30m wait</li> <li><b>who</b> : Laura Grundy</li> <li><b>protocol</b> : Method in E. Yemini et al. doi:10.1038/nmeth.2560. Worm transferred to arena 30 minutes before recording starts.</li> <li><b>lab</b> : <ul> <li><b>name</b> : William R Schafer</li> <li><b>location</b> : MRC Laboratory of Molecular Biology, Hills Road, Cambridge, CB2 0QH, UK</li> </ul> </li> <li><b>software</b> : <ul> <li><b>name</b> : tierpsy (https://github.com/ver228/tierpsy-tracker)</li> <li><b>version</b> : cbfc23eb4f1ac2f29be75ade7a937eed58a5b219</li> <li><b>featureID</b> : @OMG</li> </ul> </li> <li><b>base_name</b> : mec-12 (u76) on food R_2010_09_30__13_07_11___8___9</li> <li><b>total time (s)</b> : 898.967</li> <li><b>frames per second</b> : 30.03</li> <li><b>video micrometers per pixel</b> : 4.52963</li> <li><b>number of segmented skeletons</b> : 26836</li> </ul>
AQ1031 mec-12(e1605)III; bzIs17[pmec-4::YC2.12; lin-15(+)] | 2010-09-30T12:27:47+01:00
<blockquote> <p>This experiment is part of the <em>C.elegans behavioural database</em>. For more information and the complete collection of experiments visit http://movement.openworm.org</p> </blockquote> <ul> <li><b>preview link</b> : https://www.youtube.com/watch?v=AYP82FvmtmY</li> <li><b>strain</b> : AQ1031</li> <li><b>timestamp</b> : 2010-09-30T12:27:47+01:00</li> <li><b>gene</b> : mec-12</li> <li><b>chromosome</b> : III</li> <li><b>allele</b> : e1605</li> <li><b>strain_description</b> : mec-12(e1605)III; bzIs17[pmec-4::YC2.12; lin-15(+)]</li> <li><b>sex</b> : hermaphrodite</li> <li><b>stage</b> : adult</li> <li><b>ventral_side</b> : anticlockwise</li> <li><b>media</b> : NGM agar low peptone</li> <li><b>arena</b> : <ul> <li><b>style</b> : petri</li> <li><b>size</b> : 35</li> <li><b>orientation</b> : away</li> </ul> </li> <li><b>food</b> : OP50</li> <li><b>habituation</b> : 30m wait</li> <li><b>who</b> : Laura Grundy</li> <li><b>protocol</b> : Method in E. Yemini et al. doi:10.1038/nmeth.2560. Worm transferred to arena 30 minutes before recording starts.</li> <li><b>lab</b> : <ul> <li><b>name</b> : William R Schafer</li> <li><b>location</b> : MRC Laboratory of Molecular Biology, Hills Road, Cambridge, CB2 0QH, UK</li> </ul> </li> <li><b>software</b> : <ul> <li><b>name</b> : tierpsy (https://github.com/ver228/tierpsy-tracker)</li> <li><b>version</b> : cbfc23eb4f1ac2f29be75ade7a937eed58a5b219</li> <li><b>featureID</b> : @OMG</li> </ul> </li> <li><b>base_name</b> : mec-12 (e1605) on food R_2010_09_30__12_27_47___8___7</li> <li><b>total time (s)</b> : 898.967</li> <li><b>frames per second</b> : 30.03</li> <li><b>video micrometers per pixel</b> : 4.52963</li> <li><b>number of segmented skeletons</b> : 26856</li> </ul>
AQ1033 mec-7(u448)X; bzIs17[pmec-4::YC2.12; lin-15(+)] | 2010-11-11T16:37:54+00:00
<blockquote> <p>This experiment is part of the <em>C.elegans behavioural database</em>. For more information and the complete collection of experiments visit http://movement.openworm.org</p> </blockquote> <ul> <li><b>preview link</b> : https://www.youtube.com/watch?v=RzMV7S2Txuc</li> <li><b>strain</b> : AQ1033</li> <li><b>timestamp</b> : 2010-11-11T16:37:54+00:00</li> <li><b>gene</b> : mec-7</li> <li><b>chromosome</b> : X</li> <li><b>allele</b> : u448</li> <li><b>strain_description</b> : mec-7(u448)X; bzIs17[pmec-4::YC2.12; lin-15(+)]</li> <li><b>sex</b> : hermaphrodite</li> <li><b>stage</b> : adult</li> <li><b>ventral_side</b> : clockwise</li> <li><b>media</b> : NGM agar low peptone</li> <li><b>arena</b> : <ul> <li><b>style</b> : petri</li> <li><b>size</b> : 35</li> <li><b>orientation</b> : away</li> </ul> </li> <li><b>food</b> : OP50</li> <li><b>habituation</b> : 30m wait</li> <li><b>who</b> : Laura Grundy</li> <li><b>protocol</b> : Method in E. Yemini et al. doi:10.1038/nmeth.2560. Worm transferred to arena 30 minutes before recording starts.</li> <li><b>lab</b> : <ul> <li><b>name</b> : William R Schafer</li> <li><b>location</b> : MRC Laboratory of Molecular Biology, Hills Road, Cambridge, CB2 0QH, UK</li> </ul> </li> <li><b>software</b> : <ul> <li><b>name</b> : tierpsy (https://github.com/ver228/tierpsy-tracker)</li> <li><b>version</b> : cbfc23eb4f1ac2f29be75ade7a937eed58a5b219</li> <li><b>featureID</b> : @OMG</li> </ul> </li> <li><b>base_name</b> : mec-7 (v448) on food L_2010_11_11__16_37_54___8___11</li> <li><b>total time (s)</b> : 898.967</li> <li><b>frames per second</b> : 30.03</li> <li><b>video micrometers per pixel</b> : 4.52963</li> <li><b>number of segmented skeletons</b> : 26858</li> </ul>
AQ1037 mec-12(u76)III; bzIs17[pmec-4::YC2.12; lin-15(+)] | 2010-11-11T11:49:57+00:00
<blockquote> <p>This experiment is part of the <em>C.elegans behavioural database</em>. For more information and the complete collection of experiments visit http://movement.openworm.org</p> </blockquote> <ul> <li><b>preview link</b> : https://www.youtube.com/watch?v=2e3aZSsYsWw</li> <li><b>strain</b> : AQ1037</li> <li><b>timestamp</b> : 2010-11-11T11:49:57+00:00</li> <li><b>gene</b> : mec-12</li> <li><b>chromosome</b> : III</li> <li><b>allele</b> : u76</li> <li><b>strain_description</b> : mec-12(u76)III; bzIs17[pmec-4::YC2.12; lin-15(+)]</li> <li><b>sex</b> : hermaphrodite</li> <li><b>stage</b> : adult</li> <li><b>ventral_side</b> : clockwise</li> <li><b>media</b> : NGM agar low peptone</li> <li><b>arena</b> : <ul> <li><b>style</b> : petri</li> <li><b>size</b> : 35</li> <li><b>orientation</b> : away</li> </ul> </li> <li><b>food</b> : OP50</li> <li><b>habituation</b> : 30m wait</li> <li><b>who</b> : Laura Grundy</li> <li><b>protocol</b> : Method in E. Yemini et al. doi:10.1038/nmeth.2560. Worm transferred to arena 30 minutes before recording starts.</li> <li><b>lab</b> : <ul> <li><b>name</b> : William R Schafer</li> <li><b>location</b> : MRC Laboratory of Molecular Biology, Hills Road, Cambridge, CB2 0QH, UK</li> </ul> </li> <li><b>software</b> : <ul> <li><b>name</b> : tierpsy (https://github.com/ver228/tierpsy-tracker)</li> <li><b>version</b> : cbfc23eb4f1ac2f29be75ade7a937eed58a5b219</li> <li><b>featureID</b> : @OMG</li> </ul> </li> <li><b>base_name</b> : mec-12 (u76) on food L_2010_11_11__11_49_57___8___3</li> <li><b>total time (s)</b> : 898.967</li> <li><b>frames per second</b> : 30.03</li> <li><b>video micrometers per pixel</b> : 4.52963</li> <li><b>number of segmented skeletons</b> : 26782</li> </ul>
AQ1037 mec-12(u76)III; bzIs17[pmec-4::YC2.12; lin-15(+)] | 2010-10-28T15:29:58+01:00
<blockquote> <p>This experiment is part of the <em>C.elegans behavioural database</em>. For more information and the complete collection of experiments visit http://movement.openworm.org</p> </blockquote> <ul> <li><b>preview link</b> : https://www.youtube.com/watch?v=wMuHLcm6P6Y</li> <li><b>strain</b> : AQ1037</li> <li><b>timestamp</b> : 2010-10-28T15:29:58+01:00</li> <li><b>gene</b> : mec-12</li> <li><b>chromosome</b> : III</li> <li><b>allele</b> : u76</li> <li><b>strain_description</b> : mec-12(u76)III; bzIs17[pmec-4::YC2.12; lin-15(+)]</li> <li><b>sex</b> : hermaphrodite</li> <li><b>stage</b> : adult</li> <li><b>ventral_side</b> : clockwise</li> <li><b>media</b> : NGM agar low peptone</li> <li><b>arena</b> : <ul> <li><b>style</b> : petri</li> <li><b>size</b> : 35</li> <li><b>orientation</b> : away</li> </ul> </li> <li><b>food</b> : OP50</li> <li><b>habituation</b> : 30m wait</li> <li><b>who</b> : Laura Grundy</li> <li><b>protocol</b> : Method in E. Yemini et al. doi:10.1038/nmeth.2560. Worm transferred to arena 30 minutes before recording starts.</li> <li><b>lab</b> : <ul> <li><b>name</b> : William R Schafer</li> <li><b>location</b> : MRC Laboratory of Molecular Biology, Hills Road, Cambridge, CB2 0QH, UK</li> </ul> </li> <li><b>software</b> : <ul> <li><b>name</b> : tierpsy (https://github.com/ver228/tierpsy-tracker)</li> <li><b>version</b> : cbfc23eb4f1ac2f29be75ade7a937eed58a5b219</li> <li><b>featureID</b> : @OMG</li> </ul> </li> <li><b>base_name</b> : mec-12 (u76) on food L_2010_10_28__15_29_58___8___9</li> <li><b>total time (s)</b> : 898.967</li> <li><b>frames per second</b> : 30.03</li> <li><b>video micrometers per pixel</b> : 4.52963</li> <li><b>number of segmented skeletons</b> : 25318</li> </ul>
CB1515 mec-10(e1515)X | 2010-10-28T15:52:34+01:00
<blockquote> <p>This experiment is part of the <em>C.elegans behavioural database</em>. For more information and the complete collection of experiments visit http://movement.openworm.org</p> </blockquote> <ul> <li><b>preview link</b> : https://www.youtube.com/watch?v=0vZftQtppCk</li> <li><b>strain</b> : CB1515</li> <li><b>timestamp</b> : 2010-10-28T15:52:34+01:00</li> <li><b>gene</b> : mec-10</li> <li><b>chromosome</b> : X</li> <li><b>allele</b> : e1515</li> <li><b>strain_description</b> : mec-10(e1515)X</li> <li><b>sex</b> : hermaphrodite</li> <li><b>stage</b> : adult</li> <li><b>ventral_side</b> : anticlockwise</li> <li><b>media</b> : NGM agar low peptone</li> <li><b>arena</b> : <ul> <li><b>style</b> : petri</li> <li><b>size</b> : 35</li> <li><b>orientation</b> : away</li> </ul> </li> <li><b>food</b> : OP50</li> <li><b>habituation</b> : 30m wait</li> <li><b>who</b> : Laura Grundy</li> <li><b>protocol</b> : Method in E. Yemini et al. doi:10.1038/nmeth.2560. Worm transferred to arena 30 minutes before recording starts.</li> <li><b>lab</b> : <ul> <li><b>name</b> : William R Schafer</li> <li><b>location</b> : MRC Laboratory of Molecular Biology, Hills Road, Cambridge, CB2 0QH, UK</li> </ul> </li> <li><b>software</b> : <ul> <li><b>name</b> : tierpsy (https://github.com/ver228/tierpsy-tracker)</li> <li><b>version</b> : cbfc23eb4f1ac2f29be75ade7a937eed58a5b219</li> <li><b>featureID</b> : @OMG</li> </ul> </li> <li><b>base_name</b> : mec-10 (e1515) on food R_2010_10_28__15_52_34___8___10</li> <li><b>total time (s)</b> : 898.967</li> <li><b>frames per second</b> : 30.03</li> <li><b>video micrometers per pixel</b> : 4.52963</li> <li><b>number of segmented skeletons</b> : 26492</li> </ul>
AQ1038 mec-14(u55)III; bzIs18[pmec-4::YC2.12; lin-15(+)] | 2010-10-12T15:21:11+01:00
<blockquote> <p>This experiment is part of the <em>C.elegans behavioural database</em>. For more information and the complete collection of experiments visit http://movement.openworm.org</p> </blockquote> <ul> <li><b>preview link</b> : https://www.youtube.com/watch?v=wSpcxlJ8OXo</li> <li><b>strain</b> : AQ1038</li> <li><b>timestamp</b> : 2010-10-12T15:21:11+01:00</li> <li><b>gene</b> : mec-14</li> <li><b>chromosome</b> : III</li> <li><b>allele</b> : u55</li> <li><b>strain_description</b> : mec-14(u55)III; bzIs18[pmec-4::YC2.12; lin-15(+)]</li> <li><b>sex</b> : hermaphrodite</li> <li><b>stage</b> : adult</li> <li><b>ventral_side</b> : anticlockwise</li> <li><b>media</b> : NGM agar low peptone</li> <li><b>arena</b> : <ul> <li><b>style</b> : petri</li> <li><b>size</b> : 35</li> <li><b>orientation</b> : away</li> </ul> </li> <li><b>food</b> : OP50</li> <li><b>habituation</b> : 30m wait</li> <li><b>who</b> : Laura Grundy</li> <li><b>protocol</b> : Method in E. Yemini et al. doi:10.1038/nmeth.2560. Worm transferred to arena 30 minutes before recording starts.</li> <li><b>lab</b> : <ul> <li><b>name</b> : William R Schafer</li> <li><b>location</b> : MRC Laboratory of Molecular Biology, Hills Road, Cambridge, CB2 0QH, UK</li> </ul> </li> <li><b>software</b> : <ul> <li><b>name</b> : tierpsy (https://github.com/ver228/tierpsy-tracker)</li> <li><b>version</b> : cbfc23eb4f1ac2f29be75ade7a937eed58a5b219</li> <li><b>featureID</b> : @OMG</li> </ul> </li> <li><b>base_name</b> : mec-14 (v55) on food R_2010_10_12__15_21_11___8___6</li> <li><b>total time (s)</b> : 898.967</li> <li><b>frames per second</b> : 30.03</li> <li><b>video micrometers per pixel</b> : 4.52963</li> <li><b>number of segmented skeletons</b> : 26987</li> </ul>
CB1515 mec-10(e1515)X | 2010-10-28T11:39:39+01:00
<blockquote> <p>This experiment is part of the <em>C.elegans behavioural database</em>. For more information and the complete collection of experiments visit http://movement.openworm.org</p> </blockquote> <ul> <li><b>preview link</b> : https://www.youtube.com/watch?v=TGlz3niQWFo</li> <li><b>strain</b> : CB1515</li> <li><b>timestamp</b> : 2010-10-28T11:39:39+01:00</li> <li><b>gene</b> : mec-10</li> <li><b>chromosome</b> : X</li> <li><b>allele</b> : e1515</li> <li><b>strain_description</b> : mec-10(e1515)X</li> <li><b>sex</b> : hermaphrodite</li> <li><b>stage</b> : adult</li> <li><b>ventral_side</b> : anticlockwise</li> <li><b>media</b> : NGM agar low peptone</li> <li><b>arena</b> : <ul> <li><b>style</b> : petri</li> <li><b>size</b> : 35</li> <li><b>orientation</b> : away</li> </ul> </li> <li><b>food</b> : OP50</li> <li><b>habituation</b> : 30m wait</li> <li><b>who</b> : Laura Grundy</li> <li><b>protocol</b> : Method in E. Yemini et al. doi:10.1038/nmeth.2560. Worm transferred to arena 30 minutes before recording starts.</li> <li><b>lab</b> : <ul> <li><b>name</b> : William R Schafer</li> <li><b>location</b> : MRC Laboratory of Molecular Biology, Hills Road, Cambridge, CB2 0QH, UK</li> </ul> </li> <li><b>software</b> : <ul> <li><b>name</b> : tierpsy (https://github.com/ver228/tierpsy-tracker)</li> <li><b>version</b> : cbfc23eb4f1ac2f29be75ade7a937eed58a5b219</li> <li><b>featureID</b> : @OMG</li> </ul> </li> <li><b>base_name</b> : mec-10 (e1515) on food R_2010_10_28__11_39_39___8___3</li> <li><b>total time (s)</b> : 898.967</li> <li><b>frames per second</b> : 30.03</li> <li><b>video micrometers per pixel</b> : 4.52963</li> <li><b>number of segmented skeletons</b> : 26647</li> </ul>
AQ908 mec-4(u253)X; bzIs17[pmec-4::YC2.12; lin-15(+)] | 2010-11-11T15:57:16+00:00
<blockquote> <p>This experiment is part of the <em>C.elegans behavioural database</em>. For more information and the complete collection of experiments visit http://movement.openworm.org</p> </blockquote> <ul> <li><b>preview link</b> : https://www.youtube.com/watch?v=1OonUFkf4Ns</li> <li><b>strain</b> : AQ908</li> <li><b>timestamp</b> : 2010-11-11T15:57:16+00:00</li> <li><b>gene</b> : mec-4</li> <li><b>chromosome</b> : X</li> <li><b>allele</b> : u253</li> <li><b>strain_description</b> : mec-4(u253)X; bzIs17[pmec-4::YC2.12; lin-15(+)]</li> <li><b>sex</b> : hermaphrodite</li> <li><b>stage</b> : adult</li> <li><b>ventral_side</b> : anticlockwise</li> <li><b>media</b> : NGM agar low peptone</li> <li><b>arena</b> : <ul> <li><b>style</b> : petri</li> <li><b>size</b> : 35</li> <li><b>orientation</b> : away</li> </ul> </li> <li><b>food</b> : OP50</li> <li><b>habituation</b> : 30m wait</li> <li><b>who</b> : Laura Grundy</li> <li><b>protocol</b> : Method in E. Yemini et al. doi:10.1038/nmeth.2560. Worm transferred to arena 30 minutes before recording starts.</li> <li><b>lab</b> : <ul> <li><b>name</b> : William R Schafer</li> <li><b>location</b> : MRC Laboratory of Molecular Biology, Hills Road, Cambridge, CB2 0QH, UK</li> </ul> </li> <li><b>software</b> : <ul> <li><b>name</b> : tierpsy (https://github.com/ver228/tierpsy-tracker)</li> <li><b>version</b> : cbfc23eb4f1ac2f29be75ade7a937eed58a5b219</li> <li><b>featureID</b> : @OMG</li> </ul> </li> <li><b>base_name</b> : mec-4 (u253) on food R_2010_11_11__15_57_16___8___9</li> <li><b>total time (s)</b> : 898.767</li> <li><b>frames per second</b> : 30.03</li> <li><b>video micrometers per pixel</b> : 4.52963</li> <li><b>number of segmented skeletons</b> : 26830</li> </ul>
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.