id sid tid token lemma pos tx31qf89794 1 1 as as SCONJ tx31qf89794 1 2 applications application NOUN tx31qf89794 1 3 become become VERB tx31qf89794 1 4 highly highly ADV tx31qf89794 1 5 data datum NOUN tx31qf89794 1 6 - - PUNCT tx31qf89794 1 7 centric centric ADJ tx31qf89794 1 8 , , PUNCT tx31qf89794 1 9 there there PRON tx31qf89794 1 10 are be VERB tx31qf89794 1 11 major major ADJ tx31qf89794 1 12 challenges challenge NOUN tx31qf89794 1 13 associated associate VERB tx31qf89794 1 14 with with ADP tx31qf89794 1 15 ( ( PUNCT tx31qf89794 1 16 i i NOUN tx31qf89794 1 17 ) ) PUNCT tx31qf89794 1 18 the the DET tx31qf89794 1 19 limitations limitation NOUN tx31qf89794 1 20 of of ADP tx31qf89794 1 21 cmos cmos ADJ tx31qf89794 1 22 technology technology NOUN tx31qf89794 1 23 for for ADP tx31qf89794 1 24 the the DET tx31qf89794 1 25 design design NOUN tx31qf89794 1 26 of of ADP tx31qf89794 1 27 on on ADP tx31qf89794 1 28 - - PUNCT tx31qf89794 1 29 chip chip NOUN tx31qf89794 1 30 ( ( PUNCT tx31qf89794 1 31 fast fast ADJ tx31qf89794 1 32 access access NOUN tx31qf89794 1 33 , , PUNCT tx31qf89794 1 34 dense dense ADJ tx31qf89794 1 35 ) ) PUNCT tx31qf89794 1 36 memories memory NOUN tx31qf89794 1 37 , , PUNCT tx31qf89794 1 38 ( ( PUNCT tx31qf89794 1 39 ii ii PROPN tx31qf89794 1 40 ) ) PUNCT tx31qf89794 1 41 the the DET tx31qf89794 1 42 practicality practicality NOUN tx31qf89794 1 43 of of ADP tx31qf89794 1 44 transferring transfer VERB tx31qf89794 1 45 high high ADJ tx31qf89794 1 46 volumes volume NOUN tx31qf89794 1 47 of of ADP tx31qf89794 1 48 data datum NOUN tx31qf89794 1 49 between between ADP tx31qf89794 1 50 the the DET tx31qf89794 1 51 processor processor NOUN tx31qf89794 1 52 and and CCONJ tx31qf89794 1 53 main main ADJ tx31qf89794 1 54 memory memory NOUN tx31qf89794 1 55 , , PUNCT tx31qf89794 1 56 and and CCONJ tx31qf89794 1 57 ( ( PUNCT tx31qf89794 1 58 iii iii X tx31qf89794 1 59 ) ) PUNCT tx31qf89794 1 60 the the DET tx31qf89794 1 61 security security NOUN tx31qf89794 1 62 and and CCONJ tx31qf89794 1 63 privacy privacy NOUN tx31qf89794 1 64 of of ADP tx31qf89794 1 65 client client NOUN tx31qf89794 1 66 's 's PART tx31qf89794 1 67 data datum NOUN tx31qf89794 1 68 stored store VERB tx31qf89794 1 69 in in ADP tx31qf89794 1 70 external external ADJ tx31qf89794 1 71 servers server NOUN tx31qf89794 1 72 , , PUNCT tx31qf89794 1 73 which which PRON tx31qf89794 1 74 have have AUX tx31qf89794 1 75 become become VERB tx31qf89794 1 76 a a DET tx31qf89794 1 77 very very ADV tx31qf89794 1 78 popular popular ADJ tx31qf89794 1 79 demand demand NOUN tx31qf89794 1 80 in in ADP tx31qf89794 1 81 the the DET tx31qf89794 1 82 last last ADJ tx31qf89794 1 83 years year NOUN tx31qf89794 1 84 . . PUNCT tx31qf89794 2 1 in in ADP tx31qf89794 2 2 this this DET tx31qf89794 2 3 dissertation dissertation NOUN tx31qf89794 2 4 , , PUNCT tx31qf89794 2 5 i i PRON tx31qf89794 2 6 adopt adopt VERB tx31qf89794 2 7 a a DET tx31qf89794 2 8 bottom bottom ADJ tx31qf89794 2 9 - - PUNCT tx31qf89794 2 10 up up ADP tx31qf89794 2 11 perspective perspective NOUN tx31qf89794 2 12 -i.e -i.e PUNCT tx31qf89794 2 13 . . PROPN tx31qf89794 2 14 , , PUNCT tx31qf89794 2 15 from from ADP tx31qf89794 2 16 devices device NOUN tx31qf89794 2 17 to to ADP tx31qf89794 2 18 architectures architecture NOUN tx31qf89794 2 19 to to PART tx31qf89794 2 20 look look VERB tx31qf89794 2 21 at at ADP tx31qf89794 2 22 potential potential ADJ tx31qf89794 2 23 alternatives alternative NOUN tx31qf89794 2 24 to to PART tx31qf89794 2 25 address address VERB tx31qf89794 2 26 these these DET tx31qf89794 2 27 issues issue NOUN tx31qf89794 2 28 associated associate VERB tx31qf89794 2 29 with with ADP tx31qf89794 2 30 a a DET tx31qf89794 2 31 high high ADJ tx31qf89794 2 32 volume volume NOUN tx31qf89794 2 33 of of ADP tx31qf89794 2 34 data datum NOUN tx31qf89794 2 35 handling handling NOUN tx31qf89794 2 36 and and CCONJ tx31qf89794 2 37 processing.first processing.first ADV tx31qf89794 2 38 , , PUNCT tx31qf89794 2 39 despite despite SCONJ tx31qf89794 2 40 advancements advancement NOUN tx31qf89794 2 41 enabled enable VERB tx31qf89794 2 42 by by ADP tx31qf89794 2 43 cmos cmos NOUN tx31qf89794 2 44 scaling scaling NOUN tx31qf89794 2 45 , , PUNCT tx31qf89794 2 46 as as SCONJ tx31qf89794 2 47 transistors transistor NOUN tx31qf89794 2 48 shrink shrink VERB tx31qf89794 2 49 , , PUNCT tx31qf89794 2 50 quantum quantum ADJ tx31qf89794 2 51 effects effect NOUN tx31qf89794 2 52 and and CCONJ tx31qf89794 2 53 current current ADJ tx31qf89794 2 54 leakage leakage NOUN tx31qf89794 2 55 in in ADP tx31qf89794 2 56 conventional conventional ADJ tx31qf89794 2 57 cmos cmos NOUN tx31qf89794 2 58 technology technology NOUN tx31qf89794 2 59 becomes become VERB tx31qf89794 2 60 very very ADV tx31qf89794 2 61 significant significant ADJ tx31qf89794 2 62 , , PUNCT tx31qf89794 2 63 which which PRON tx31qf89794 2 64 results result VERB tx31qf89794 2 65 in in ADP tx31qf89794 2 66 prohibitively prohibitively ADV tx31qf89794 2 67 high high ADJ tx31qf89794 2 68 static static ADJ tx31qf89794 2 69 power power NOUN tx31qf89794 2 70 consumption consumption NOUN tx31qf89794 2 71 . . PUNCT tx31qf89794 3 1 furthermore furthermore ADV tx31qf89794 3 2 , , PUNCT tx31qf89794 3 3 low low ADJ tx31qf89794 3 4 density density NOUN tx31qf89794 3 5 and and CCONJ tx31qf89794 3 6 high high ADJ tx31qf89794 3 7 leakage leakage NOUN tx31qf89794 3 8 power power NOUN tx31qf89794 3 9 associated associate VERB tx31qf89794 3 10 with with ADP tx31qf89794 3 11 2 2 NUM tx31qf89794 3 12 - - PUNCT tx31qf89794 3 13 d d NOUN tx31qf89794 3 14 static static PROPN tx31qf89794 3 15 srams srams PROPN tx31qf89794 3 16 built build VERB tx31qf89794 3 17 with with ADP tx31qf89794 3 18 cmos cmos NOUN tx31qf89794 3 19 make make VERB tx31qf89794 3 20 it it PRON tx31qf89794 3 21 challenging challenge VERB tx31qf89794 3 22 to to PART tx31qf89794 3 23 satisfy satisfy VERB tx31qf89794 3 24 the the DET tx31qf89794 3 25 growing grow VERB tx31qf89794 3 26 on on ADP tx31qf89794 3 27 - - PUNCT tx31qf89794 3 28 chip chip NOUN tx31qf89794 3 29 memory memory NOUN tx31qf89794 3 30 demands demand NOUN tx31qf89794 3 31 from from ADP tx31qf89794 3 32 data data NOUN tx31qf89794 3 33 - - PUNCT tx31qf89794 3 34 centric centric ADJ tx31qf89794 3 35 applications application NOUN tx31qf89794 3 36 . . PUNCT tx31qf89794 4 1 in in ADP tx31qf89794 4 2 this this DET tx31qf89794 4 3 regard regard NOUN tx31qf89794 4 4 , , PUNCT tx31qf89794 4 5 in in ADP tx31qf89794 4 6 this this DET tx31qf89794 4 7 dissertation dissertation NOUN tx31qf89794 4 8 , , PUNCT tx31qf89794 4 9 i i PRON tx31qf89794 4 10 explore explore VERB tx31qf89794 4 11 emerging emerge VERB tx31qf89794 4 12 technologies technology NOUN tx31qf89794 4 13 , , PUNCT tx31qf89794 4 14 with with ADP tx31qf89794 4 15 a a DET tx31qf89794 4 16 focus focus NOUN tx31qf89794 4 17 on on ADP tx31qf89794 4 18 ferroelectric ferroelectric ADJ tx31qf89794 4 19 field field NOUN tx31qf89794 4 20 - - PUNCT tx31qf89794 4 21 effect effect NOUN tx31qf89794 4 22 transistors transistor NOUN tx31qf89794 4 23 ( ( PUNCT tx31qf89794 4 24 fefets fefet NOUN tx31qf89794 4 25 ) ) PUNCT tx31qf89794 4 26 . . PUNCT tx31qf89794 5 1 emerging emerge VERB tx31qf89794 5 2 technologies technology NOUN tx31qf89794 5 3 enable enable VERB tx31qf89794 5 4 the the DET tx31qf89794 5 5 design design NOUN tx31qf89794 5 6 of of ADP tx31qf89794 5 7 better well ADJ tx31qf89794 5 8 on on ADP tx31qf89794 5 9 - - PUNCT tx31qf89794 5 10 chip chip NOUN tx31qf89794 5 11 memory memory NOUN tx31qf89794 5 12 alternatives alternative NOUN tx31qf89794 5 13 which which PRON tx31qf89794 5 14 can can AUX tx31qf89794 5 15 improve improve VERB tx31qf89794 5 16 density density NOUN tx31qf89794 5 17 and/or and/or CCONJ tx31qf89794 5 18 energy energy NOUN tx31qf89794 5 19 consumption.second consumption.second NOUN tx31qf89794 5 20 , , PUNCT tx31qf89794 5 21 the the DET tx31qf89794 5 22 high high ADJ tx31qf89794 5 23 volume volume NOUN tx31qf89794 5 24 of of ADP tx31qf89794 5 25 data datum NOUN tx31qf89794 5 26 movement movement NOUN tx31qf89794 5 27 may may AUX tx31qf89794 5 28 result result VERB tx31qf89794 5 29 in in ADP tx31qf89794 5 30 a a DET tx31qf89794 5 31 slowdown slowdown NOUN tx31qf89794 5 32 in in ADP tx31qf89794 5 33 the the DET tx31qf89794 5 34 performance performance NOUN tx31qf89794 5 35 of of ADP tx31qf89794 5 36 data data NOUN tx31qf89794 5 37 - - PUNCT tx31qf89794 5 38 intensive intensive ADJ tx31qf89794 5 39 programs program NOUN tx31qf89794 5 40 , , PUNCT tx31qf89794 5 41 and and CCONJ tx31qf89794 5 42 high high ADJ tx31qf89794 5 43 energy energy NOUN tx31qf89794 5 44 consumption consumption NOUN tx31qf89794 5 45 due due ADP tx31qf89794 5 46 to to ADP tx31qf89794 5 47 the the DET tx31qf89794 5 48 various various ADJ tx31qf89794 5 49 memory memory NOUN tx31qf89794 5 50 accesses access NOUN tx31qf89794 5 51 needed need VERB tx31qf89794 5 52 by by ADP tx31qf89794 5 53 the the DET tx31qf89794 5 54 application application NOUN tx31qf89794 5 55 . . PUNCT tx31qf89794 6 1 in in ADP tx31qf89794 6 2 this this DET tx31qf89794 6 3 work work NOUN tx31qf89794 6 4 , , PUNCT tx31qf89794 6 5 computing computing NOUN tx31qf89794 6 6 - - PUNCT tx31qf89794 6 7 in in ADP tx31qf89794 6 8 - - PUNCT tx31qf89794 6 9 memory memory NOUN tx31qf89794 6 10 architectures architecture NOUN tx31qf89794 6 11 ( ( PUNCT tx31qf89794 6 12 cim cim PROPN tx31qf89794 6 13 ) ) PUNCT tx31qf89794 6 14 are be AUX tx31qf89794 6 15 proposed propose VERB tx31qf89794 6 16 as as ADP tx31qf89794 6 17 solutions solution NOUN tx31qf89794 6 18 for for ADP tx31qf89794 6 19 overcoming overcome VERB tx31qf89794 6 20 the the DET tx31qf89794 6 21 latency latency NOUN tx31qf89794 6 22 and and CCONJ tx31qf89794 6 23 energy energy NOUN tx31qf89794 6 24 problems problem NOUN tx31qf89794 6 25 associated associate VERB tx31qf89794 6 26 with with ADP tx31qf89794 6 27 data data NOUN tx31qf89794 6 28 transfer transfer NOUN tx31qf89794 6 29 , , PUNCT tx31qf89794 6 30 as as SCONJ tx31qf89794 6 31 they they PRON tx31qf89794 6 32 enable enable VERB tx31qf89794 6 33 a a DET tx31qf89794 6 34 subset subset NOUN tx31qf89794 6 35 of of ADP tx31qf89794 6 36 logic logic NOUN tx31qf89794 6 37 , , PUNCT tx31qf89794 6 38 arithmetic arithmetic ADJ tx31qf89794 6 39 , , PUNCT tx31qf89794 6 40 and and CCONJ tx31qf89794 6 41 memory memory NOUN tx31qf89794 6 42 operations operation NOUN tx31qf89794 6 43 associated associate VERB tx31qf89794 6 44 with with ADP tx31qf89794 6 45 a a DET tx31qf89794 6 46 given give VERB tx31qf89794 6 47 task task NOUN tx31qf89794 6 48 are be AUX tx31qf89794 6 49 performed perform VERB tx31qf89794 6 50 in in ADP tx31qf89794 6 51 memory memory NOUN tx31qf89794 6 52 ( ( PUNCT tx31qf89794 6 53 without without ADP tx31qf89794 6 54 transfers transfer NOUN tx31qf89794 6 55 from from ADP tx31qf89794 6 56 / / SYM tx31qf89794 6 57 to to ADP tx31qf89794 6 58 a a DET tx31qf89794 6 59 processor).finally processor).finally ADJ tx31qf89794 6 60 , , PUNCT tx31qf89794 6 61 like like ADP tx31qf89794 6 62 speed speed NOUN tx31qf89794 6 63 and and CCONJ tx31qf89794 6 64 energy energy NOUN tx31qf89794 6 65 consumption consumption NOUN tx31qf89794 6 66 , , PUNCT tx31qf89794 6 67 the the DET tx31qf89794 6 68 security security NOUN tx31qf89794 6 69 and and CCONJ tx31qf89794 6 70 privacy privacy NOUN tx31qf89794 6 71 of of ADP tx31qf89794 6 72 computer computer NOUN tx31qf89794 6 73 systems system NOUN tx31qf89794 6 74 have have AUX tx31qf89794 6 75 become become VERB tx31qf89794 6 76 a a DET tx31qf89794 6 77 critical critical ADJ tx31qf89794 6 78 research research NOUN tx31qf89794 6 79 topic topic NOUN tx31qf89794 6 80 . . PUNCT tx31qf89794 7 1 on on ADP tx31qf89794 7 2 one one NUM tx31qf89794 7 3 hand hand NOUN tx31qf89794 7 4 , , PUNCT tx31qf89794 7 5 hardware hardware NOUN tx31qf89794 7 6 security security NOUN tx31qf89794 7 7 primitives primitive NOUN tx31qf89794 7 8 based base VERB tx31qf89794 7 9 on on ADP tx31qf89794 7 10 cmos cmos NOUN tx31qf89794 7 11 and and CCONJ tx31qf89794 7 12 emerging emerge VERB tx31qf89794 7 13 technologies technology NOUN tx31qf89794 7 14 ensure ensure VERB tx31qf89794 7 15 that that SCONJ tx31qf89794 7 16 intellectual intellectual ADJ tx31qf89794 7 17 property property NOUN tx31qf89794 7 18 ( ( PUNCT tx31qf89794 7 19 ip ip NOUN tx31qf89794 7 20 ) ) PUNCT tx31qf89794 7 21 is be AUX tx31qf89794 7 22 protected protect VERB tx31qf89794 7 23 as as SCONJ tx31qf89794 7 24 more more ADV tx31qf89794 7 25 specialized specialized ADJ tx31qf89794 7 26 computing computing NOUN tx31qf89794 7 27 kernels kernel NOUN tx31qf89794 7 28 have have AUX tx31qf89794 7 29 emerged emerge VERB tx31qf89794 7 30 to to PART tx31qf89794 7 31 meet meet VERB tx31qf89794 7 32 the the DET tx31qf89794 7 33 performance performance NOUN tx31qf89794 7 34 demands demand NOUN tx31qf89794 7 35 of of ADP tx31qf89794 7 36 a a DET tx31qf89794 7 37 given give VERB tx31qf89794 7 38 application application NOUN tx31qf89794 7 39 . . PUNCT tx31qf89794 8 1 on on ADP tx31qf89794 8 2 the the DET tx31qf89794 8 3 other other ADJ tx31qf89794 8 4 hand hand NOUN tx31qf89794 8 5 , , PUNCT tx31qf89794 8 6 the the DET tx31qf89794 8 7 rise rise NOUN tx31qf89794 8 8 of of ADP tx31qf89794 8 9 " " PUNCT tx31qf89794 8 10 big big ADJ tx31qf89794 8 11 data datum NOUN tx31qf89794 8 12 " " PUNCT tx31qf89794 8 13 and and CCONJ tx31qf89794 8 14 computing compute VERB tx31qf89794 8 15 in in ADP tx31qf89794 8 16 the the DET tx31qf89794 8 17 cloud cloud NOUN tx31qf89794 8 18 have have AUX tx31qf89794 8 19 led lead VERB tx31qf89794 8 20 to to ADP tx31qf89794 8 21 growing grow VERB tx31qf89794 8 22 concerns concern NOUN tx31qf89794 8 23 regarding regard VERB tx31qf89794 8 24 the the DET tx31qf89794 8 25 security security NOUN tx31qf89794 8 26 and and CCONJ tx31qf89794 8 27 privacy privacy NOUN tx31qf89794 8 28 of of ADP tx31qf89794 8 29 clients client NOUN tx31qf89794 8 30 ' ' PART tx31qf89794 8 31 information information NOUN tx31qf89794 8 32 that that PRON tx31qf89794 8 33 is be AUX tx31qf89794 8 34 stored store VERB tx31qf89794 8 35 / / SYM tx31qf89794 8 36 processed process VERB tx31qf89794 8 37 in in ADP tx31qf89794 8 38 third third ADJ tx31qf89794 8 39 - - PUNCT tx31qf89794 8 40 party party NOUN tx31qf89794 8 41 servers server NOUN tx31qf89794 8 42 . . PUNCT tx31qf89794 9 1 my my PRON tx31qf89794 9 2 research research NOUN tx31qf89794 9 3 on on ADP tx31qf89794 9 4 secure secure ADJ tx31qf89794 9 5 computing computing NOUN tx31qf89794 9 6 described describe VERB tx31qf89794 9 7 in in ADP tx31qf89794 9 8 this this DET tx31qf89794 9 9 dissertation dissertation NOUN tx31qf89794 9 10 seeks seek VERB tx31qf89794 9 11 to to AUX tx31qf89794 9 12 ( ( PUNCT tx31qf89794 9 13 i i NOUN tx31qf89794 9 14 ) ) PUNCT tx31qf89794 9 15 protect protect VERB tx31qf89794 9 16 intellectual intellectual ADJ tx31qf89794 9 17 property property NOUN tx31qf89794 9 18 through through ADP tx31qf89794 9 19 the the DET tx31qf89794 9 20 design design NOUN tx31qf89794 9 21 of of ADP tx31qf89794 9 22 hardware hardware NOUN tx31qf89794 9 23 security security NOUN tx31qf89794 9 24 primitives primitive NOUN tx31qf89794 9 25 based base VERB tx31qf89794 9 26 on on ADP tx31qf89794 9 27 emerging emerge VERB tx31qf89794 9 28 technologies technology NOUN tx31qf89794 9 29 , , PUNCT tx31qf89794 9 30 and and CCONJ tx31qf89794 9 31 ( ( PUNCT tx31qf89794 9 32 ii ii PROPN tx31qf89794 9 33 ) ) PUNCT tx31qf89794 9 34 enable enable VERB tx31qf89794 9 35 secure secure ADJ tx31qf89794 9 36 and and CCONJ tx31qf89794 9 37 private private ADJ tx31qf89794 9 38 computation computation NOUN tx31qf89794 9 39 in in ADP tx31qf89794 9 40 the the DET tx31qf89794 9 41 cloud cloud NOUN tx31qf89794 9 42 with with ADP tx31qf89794 9 43 specialized specialized ADJ tx31qf89794 9 44 imc imc PROPN tx31qf89794 9 45 - - PUNCT tx31qf89794 9 46 based base VERB tx31qf89794 9 47 accelerators accelerator NOUN tx31qf89794 9 48 for for ADP tx31qf89794 9 49 homomorphic homomorphic ADJ tx31qf89794 9 50 encryption encryption NOUN tx31qf89794 9 51 ( ( PUNCT tx31qf89794 9 52 he he PRON tx31qf89794 9 53 ) ) PUNCT tx31qf89794 9 54 as as ADV tx31qf89794 9 55 well well ADV tx31qf89794 9 56 as as ADP tx31qf89794 9 57 for for ADP tx31qf89794 9 58 block block NOUN tx31qf89794 9 59 ciphers cipher NOUN tx31qf89794 9 60 such such ADJ tx31qf89794 9 61 as as ADP tx31qf89794 9 62 the the DET tx31qf89794 9 63 advanced advanced ADJ tx31qf89794 9 64 encryption encryption NOUN tx31qf89794 9 65 standard standard NOUN tx31qf89794 9 66 ( ( PUNCT tx31qf89794 9 67 aes aes PROPN tx31qf89794 9 68 ) ) PUNCT tx31qf89794 9 69 . . PUNCT