id sid tid token lemma pos j9601z42w7r 1 1 the the DET j9601z42w7r 1 2 continued continue VERB j9601z42w7r 1 3 exponential exponential ADJ j9601z42w7r 1 4 growth growth NOUN j9601z42w7r 1 5 of of ADP j9601z42w7r 1 6 storage storage NOUN j9601z42w7r 1 7 capacity capacity NOUN j9601z42w7r 1 8 has have AUX j9601z42w7r 1 9 catalyzed catalyze VERB j9601z42w7r 1 10 the the DET j9601z42w7r 1 11 broad broad ADJ j9601z42w7r 1 12 acquisition acquisition NOUN j9601z42w7r 1 13 of of ADP j9601z42w7r 1 14 scientific scientific ADJ j9601z42w7r 1 15 data datum NOUN j9601z42w7r 1 16 which which PRON j9601z42w7r 1 17 must must AUX j9601z42w7r 1 18 be be AUX j9601z42w7r 1 19 processed process VERB j9601z42w7r 1 20 . . PUNCT j9601z42w7r 2 1 while while SCONJ j9601z42w7r 2 2 today today NOUN j9601z42w7r 2 3 's 's PART j9601z42w7r 2 4 large large ADJ j9601z42w7r 2 5 data datum NOUN j9601z42w7r 2 6 analysis analysis NOUN j9601z42w7r 2 7 systems system NOUN j9601z42w7r 2 8 are be AUX j9601z42w7r 2 9 highly highly ADV j9601z42w7r 2 10 effective effective ADJ j9601z42w7r 2 11 at at ADP j9601z42w7r 2 12 establishing establish VERB j9601z42w7r 2 13 data datum NOUN j9601z42w7r 2 14 locality locality NOUN j9601z42w7r 2 15 and and CCONJ j9601z42w7r 2 16 eliminating eliminate VERB j9601z42w7r 2 17 inter inter NOUN j9601z42w7r 2 18 - - NOUN j9601z42w7r 2 19 dependencies dependency NOUN j9601z42w7r 2 20 , , PUNCT j9601z42w7r 2 21 they they PRON j9601z42w7r 2 22 are be AUX j9601z42w7r 2 23 not not PART j9601z42w7r 2 24 so so ADV j9601z42w7r 2 25 easily easily ADV j9601z42w7r 2 26 incorporated incorporate VERB j9601z42w7r 2 27 into into ADP j9601z42w7r 2 28 scientific scientific ADJ j9601z42w7r 2 29 workflows workflow NOUN j9601z42w7r 2 30 that that PRON j9601z42w7r 2 31 are be AUX j9601z42w7r 2 32 often often ADV j9601z42w7r 2 33 complex complex ADJ j9601z42w7r 2 34 and and CCONJ j9601z42w7r 2 35 irregular irregular ADJ j9601z42w7r 2 36 graphs graph NOUN j9601z42w7r 2 37 of of ADP j9601z42w7r 2 38 sequential sequential ADJ j9601z42w7r 2 39 programs program NOUN j9601z42w7r 2 40 with with ADP j9601z42w7r 2 41 multiple multiple ADJ j9601z42w7r 2 42 dependencies dependency NOUN j9601z42w7r 2 43 . . PUNCT j9601z42w7r 3 1 to to PART j9601z42w7r 3 2 address address VERB j9601z42w7r 3 3 the the DET j9601z42w7r 3 4 needs need NOUN j9601z42w7r 3 5 of of ADP j9601z42w7r 3 6 scientific scientific ADJ j9601z42w7r 3 7 computing computing NOUN j9601z42w7r 3 8 , , PUNCT j9601z42w7r 3 9 i i PRON j9601z42w7r 3 10 propose propose VERB j9601z42w7r 3 11 the the DET j9601z42w7r 3 12 design design NOUN j9601z42w7r 3 13 of of ADP j9601z42w7r 3 14 an an DET j9601z42w7r 3 15 active active ADJ j9601z42w7r 3 16 storage storage NOUN j9601z42w7r 3 17 cluster cluster NOUN j9601z42w7r 3 18 file file NOUN j9601z42w7r 3 19 system system NOUN j9601z42w7r 3 20 which which PRON j9601z42w7r 3 21 allows allow VERB j9601z42w7r 3 22 for for ADP j9601z42w7r 3 23 execution execution NOUN j9601z42w7r 3 24 of of ADP j9601z42w7r 3 25 regular regular ADJ j9601z42w7r 3 26 unmodified unmodified ADJ j9601z42w7r 3 27 applications application NOUN j9601z42w7r 3 28 with with ADP j9601z42w7r 3 29 full full ADJ j9601z42w7r 3 30 data datum NOUN j9601z42w7r 3 31 locality.this locality.this DET j9601z42w7r 3 32 dissertation dissertation NOUN j9601z42w7r 3 33 analyzes analyze VERB j9601z42w7r 3 34 the the DET j9601z42w7r 3 35 potential potential ADJ j9601z42w7r 3 36 benefits benefit NOUN j9601z42w7r 3 37 of of ADP j9601z42w7r 3 38 exploiting exploit VERB j9601z42w7r 3 39 the the DET j9601z42w7r 3 40 structural structural ADJ j9601z42w7r 3 41 information information NOUN j9601z42w7r 3 42 already already ADV j9601z42w7r 3 43 available available ADJ j9601z42w7r 3 44 in in ADP j9601z42w7r 3 45 scientific scientific ADJ j9601z42w7r 3 46 workflows workflow NOUN j9601z42w7r 3 47 -the -the DET j9601z42w7r 3 48 explicit explicit ADJ j9601z42w7r 3 49 dependencies dependency NOUN j9601z42w7r 3 50 -to -to PUNCT j9601z42w7r 3 51 achieve achieve VERB j9601z42w7r 3 52 a a DET j9601z42w7r 3 53 scalable scalable ADJ j9601z42w7r 3 54 and and CCONJ j9601z42w7r 3 55 stable stable ADJ j9601z42w7r 3 56 system system NOUN j9601z42w7r 3 57 . . PUNCT j9601z42w7r 4 1 i i PRON j9601z42w7r 4 2 begin begin VERB j9601z42w7r 4 3 with with ADP j9601z42w7r 4 4 an an DET j9601z42w7r 4 5 outline outline NOUN j9601z42w7r 4 6 of of ADP j9601z42w7r 4 7 the the DET j9601z42w7r 4 8 design design NOUN j9601z42w7r 4 9 of of ADP j9601z42w7r 4 10 the the DET j9601z42w7r 4 11 confuga confuga ADJ j9601z42w7r 4 12 active active ADJ j9601z42w7r 4 13 storage storage NOUN j9601z42w7r 4 14 cluster cluster NOUN j9601z42w7r 4 15 file file NOUN j9601z42w7r 4 16 system system NOUN j9601z42w7r 4 17 and and CCONJ j9601z42w7r 4 18 its its PRON j9601z42w7r 4 19 applicability applicability NOUN j9601z42w7r 4 20 to to ADP j9601z42w7r 4 21 scientific scientific ADJ j9601z42w7r 4 22 computing computing NOUN j9601z42w7r 4 23 . . PUNCT j9601z42w7r 5 1 the the DET j9601z42w7r 5 2 remainder remainder NOUN j9601z42w7r 5 3 of of ADP j9601z42w7r 5 4 the the DET j9601z42w7r 5 5 dissertation dissertation NOUN j9601z42w7r 5 6 examines examine VERB j9601z42w7r 5 7 the the DET j9601z42w7r 5 8 techniques technique NOUN j9601z42w7r 5 9 used use VERB j9601z42w7r 5 10 to to PART j9601z42w7r 5 11 achieve achieve VERB j9601z42w7r 5 12 a a DET j9601z42w7r 5 13 scalable scalable ADJ j9601z42w7r 5 14 and and CCONJ j9601z42w7r 5 15 stable stable ADJ j9601z42w7r 5 16 system system NOUN j9601z42w7r 5 17 . . PUNCT j9601z42w7r 6 1 first first ADV j9601z42w7r 6 2 , , PUNCT j9601z42w7r 6 3 file file NOUN j9601z42w7r 6 4 system system NOUN j9601z42w7r 6 5 access access NOUN j9601z42w7r 6 6 by by ADP j9601z42w7r 6 7 jobs job NOUN j9601z42w7r 6 8 is be AUX j9601z42w7r 6 9 scoped scope VERB j9601z42w7r 6 10 to to PART j9601z42w7r 6 11 explicitly explicitly ADV j9601z42w7r 6 12 defined define VERB j9601z42w7r 6 13 dependencies dependency NOUN j9601z42w7r 6 14 resolved resolve VERB j9601z42w7r 6 15 at at ADP j9601z42w7r 6 16 job job NOUN j9601z42w7r 6 17 dispatch dispatch NOUN j9601z42w7r 6 18 . . PUNCT j9601z42w7r 7 1 second second ADJ j9601z42w7r 7 2 , , PUNCT j9601z42w7r 7 3 workflow workflow NOUN j9601z42w7r 7 4 's 's PART j9601z42w7r 7 5 structural structural ADJ j9601z42w7r 7 6 information information NOUN j9601z42w7r 7 7 is be AUX j9601z42w7r 7 8 harnessed harness VERB j9601z42w7r 7 9 to to PART j9601z42w7r 7 10 direct direct VERB j9601z42w7r 7 11 and and CCONJ j9601z42w7r 7 12 control control VERB j9601z42w7r 7 13 necessary necessary ADJ j9601z42w7r 7 14 file file NOUN j9601z42w7r 7 15 transfers transfer NOUN j9601z42w7r 7 16 to to PART j9601z42w7r 7 17 enforce enforce VERB j9601z42w7r 7 18 cluster cluster NOUN j9601z42w7r 7 19 stability stability NOUN j9601z42w7r 7 20 and and CCONJ j9601z42w7r 7 21 maintain maintain VERB j9601z42w7r 7 22 performance performance NOUN j9601z42w7r 7 23 . . PUNCT j9601z42w7r 8 1 third third ADJ j9601z42w7r 8 2 , , PUNCT j9601z42w7r 8 3 control control NOUN j9601z42w7r 8 4 of of ADP j9601z42w7r 8 5 transfers transfer NOUN j9601z42w7r 8 6 is be AUX j9601z42w7r 8 7 selectively selectively ADV j9601z42w7r 8 8 relaxed relaxed ADJ j9601z42w7r 8 9 to to PART j9601z42w7r 8 10 improve improve VERB j9601z42w7r 8 11 performance performance NOUN j9601z42w7r 8 12 by by ADP j9601z42w7r 8 13 limiting limit VERB j9601z42w7r 8 14 any any DET j9601z42w7r 8 15 negative negative ADJ j9601z42w7r 8 16 effects effect NOUN j9601z42w7r 8 17 of of ADP j9601z42w7r 8 18 centralized centralized ADJ j9601z42w7r 8 19 transfer transfer NOUN j9601z42w7r 9 1 management.this management.this NOUN j9601z42w7r 9 2 work work NOUN j9601z42w7r 9 3 benefits benefit VERB j9601z42w7r 9 4 users user NOUN j9601z42w7r 9 5 by by ADP j9601z42w7r 9 6 providing provide VERB j9601z42w7r 9 7 a a DET j9601z42w7r 9 8 complete complete ADJ j9601z42w7r 9 9 batch batch NOUN j9601z42w7r 9 10 execution execution NOUN j9601z42w7r 9 11 platform platform NOUN j9601z42w7r 9 12 joined join VERB j9601z42w7r 9 13 with with ADP j9601z42w7r 9 14 a a DET j9601z42w7r 9 15 cluster cluster NOUN j9601z42w7r 9 16 file file NOUN j9601z42w7r 9 17 system system NOUN j9601z42w7r 9 18 . . PUNCT j9601z42w7r 10 1 the the DET j9601z42w7r 10 2 user user NOUN j9601z42w7r 10 3 does do AUX j9601z42w7r 10 4 not not PART j9601z42w7r 10 5 need need VERB j9601z42w7r 10 6 to to PART j9601z42w7r 10 7 redesign redesign VERB j9601z42w7r 10 8 their their PRON j9601z42w7r 10 9 workflow workflow NOUN j9601z42w7r 10 10 or or CCONJ j9601z42w7r 10 11 provide provide VERB j9601z42w7r 10 12 additional additional ADJ j9601z42w7r 10 13 consideration consideration NOUN j9601z42w7r 10 14 to to ADP j9601z42w7r 10 15 the the DET j9601z42w7r 10 16 management management NOUN j9601z42w7r 10 17 of of ADP j9601z42w7r 10 18 data datum NOUN j9601z42w7r 10 19 dependencies dependency NOUN j9601z42w7r 10 20 . . PUNCT j9601z42w7r 11 1 system system NOUN j9601z42w7r 11 2 stability stability NOUN j9601z42w7r 11 3 and and CCONJ j9601z42w7r 11 4 performance performance NOUN j9601z42w7r 11 5 is be AUX j9601z42w7r 11 6 managed manage VERB j9601z42w7r 11 7 by by ADP j9601z42w7r 11 8 the the DET j9601z42w7r 11 9 cluster cluster NOUN j9601z42w7r 11 10 file file NOUN j9601z42w7r 11 11 system system NOUN j9601z42w7r 11 12 while while SCONJ j9601z42w7r 11 13 providing provide VERB j9601z42w7r 11 14 jobs job NOUN j9601z42w7r 11 15 with with ADP j9601z42w7r 11 16 complete complete ADJ j9601z42w7r 11 17 data data NOUN j9601z42w7r 11 18 locality locality NOUN j9601z42w7r 11 19 . . PUNCT