id sid tid token lemma pos 5d86nz8249j 1 1 emerging emerge VERB 5d86nz8249j 1 2 3d 3d NOUN 5d86nz8249j 1 3 die die NOUN 5d86nz8249j 1 4 - - PUNCT 5d86nz8249j 1 5 stacked stack VERB 5d86nz8249j 1 6 drams dram NOUN 5d86nz8249j 1 7 is be AUX 5d86nz8249j 1 8 a a DET 5d86nz8249j 1 9 promising promising ADJ 5d86nz8249j 1 10 solution solution NOUN 5d86nz8249j 1 11 to to PART 5d86nz8249j 1 12 satisfy satisfy VERB 5d86nz8249j 1 13 the the DET 5d86nz8249j 1 14 ever ever ADV 5d86nz8249j 1 15 - - PUNCT 5d86nz8249j 1 16 increasing increase VERB 5d86nz8249j 1 17 demands demand NOUN 5d86nz8249j 1 18 of of ADP 5d86nz8249j 1 19 computer computer NOUN 5d86nz8249j 1 20 systems system NOUN 5d86nz8249j 1 21 on on ADP 5d86nz8249j 1 22 memory memory NOUN 5d86nz8249j 1 23 throughput throughput NOUN 5d86nz8249j 1 24 , , PUNCT 5d86nz8249j 1 25 power power NOUN 5d86nz8249j 1 26 efficiency efficiency NOUN 5d86nz8249j 1 27 , , PUNCT 5d86nz8249j 1 28 capacity capacity NOUN 5d86nz8249j 1 29 , , PUNCT 5d86nz8249j 1 30 and and CCONJ 5d86nz8249j 1 31 cost cost NOUN 5d86nz8249j 1 32 . . PUNCT 5d86nz8249j 2 1 this this DET 5d86nz8249j 2 2 dissertation dissertation NOUN 5d86nz8249j 2 3 seeks seek VERB 5d86nz8249j 2 4 to to PART 5d86nz8249j 2 5 model model VERB 5d86nz8249j 2 6 and and CCONJ 5d86nz8249j 2 7 design design VERB 5d86nz8249j 2 8 3d 3d NOUN 5d86nz8249j 2 9 dram dram NOUN 5d86nz8249j 2 10 memory memory NOUN 5d86nz8249j 2 11 systems system NOUN 5d86nz8249j 2 12 with with ADP 5d86nz8249j 2 13 high high ADJ 5d86nz8249j 2 14 performance performance NOUN 5d86nz8249j 2 15 and and CCONJ 5d86nz8249j 2 16 high high ADJ 5d86nz8249j 2 17 power power NOUN 5d86nz8249j 2 18 - - PUNCT 5d86nz8249j 2 19 efficiency efficiency NOUN 5d86nz8249j 2 20 from from ADP 5d86nz8249j 2 21 micro micro ADJ 5d86nz8249j 2 22 - - NOUN 5d86nz8249j 2 23 architecture architecture NOUN 5d86nz8249j 2 24 level level NOUN 5d86nz8249j 2 25 to to ADP 5d86nz8249j 2 26 system system NOUN 5d86nz8249j 2 27 level.this level.this NOUN 5d86nz8249j 2 28 dissertation dissertation NOUN 5d86nz8249j 2 29 introduces introduce VERB 5d86nz8249j 2 30 cacti-3dd cacti-3dd NOUN 5d86nz8249j 2 31 , , PUNCT 5d86nz8249j 2 32 the the DET 5d86nz8249j 2 33 first first ADJ 5d86nz8249j 2 34 architecture architecture NOUN 5d86nz8249j 2 35 - - PUNCT 5d86nz8249j 2 36 level level NOUN 5d86nz8249j 2 37 integrated integrate VERB 5d86nz8249j 2 38 power power NOUN 5d86nz8249j 2 39 , , PUNCT 5d86nz8249j 2 40 area area NOUN 5d86nz8249j 2 41 , , PUNCT 5d86nz8249j 2 42 and and CCONJ 5d86nz8249j 2 43 timing time VERB 5d86nz8249j 2 44 modeling modeling NOUN 5d86nz8249j 2 45 framework framework NOUN 5d86nz8249j 2 46 for for ADP 5d86nz8249j 2 47 3d 3d DET 5d86nz8249j 2 48 die die VERB 5d86nz8249j 2 49 - - PUNCT 5d86nz8249j 2 50 stacked stack VERB 5d86nz8249j 2 51 dram dram NOUN 5d86nz8249j 2 52 main main ADJ 5d86nz8249j 2 53 memory memory NOUN 5d86nz8249j 2 54 . . PUNCT 5d86nz8249j 3 1 cacti-3dd cacti-3dd PROPN 5d86nz8249j 3 2 incorporates incorporate VERB 5d86nz8249j 3 3 tsv tsv NOUN 5d86nz8249j 3 4 models model NOUN 5d86nz8249j 3 5 , , PUNCT 5d86nz8249j 3 6 improves improve VERB 5d86nz8249j 3 7 models model NOUN 5d86nz8249j 3 8 for for ADP 5d86nz8249j 3 9 2d 2d DET 5d86nz8249j 3 10 off off ADP 5d86nz8249j 3 11 - - PUNCT 5d86nz8249j 3 12 chip chip NOUN 5d86nz8249j 3 13 dram dram NOUN 5d86nz8249j 3 14 main main ADJ 5d86nz8249j 3 15 memory memory NOUN 5d86nz8249j 3 16 over over ADP 5d86nz8249j 3 17 current current ADJ 5d86nz8249j 3 18 versions version NOUN 5d86nz8249j 3 19 of of ADP 5d86nz8249j 3 20 cacti cacti PROPN 5d86nz8249j 3 21 , , PUNCT 5d86nz8249j 3 22 and and CCONJ 5d86nz8249j 3 23 includes include VERB 5d86nz8249j 3 24 3d 3d PRON 5d86nz8249j 3 25 integration integration NOUN 5d86nz8249j 3 26 models model NOUN 5d86nz8249j 3 27 that that PRON 5d86nz8249j 3 28 enable enable VERB 5d86nz8249j 3 29 the the DET 5d86nz8249j 3 30 analysis analysis NOUN 5d86nz8249j 3 31 of of ADP 5d86nz8249j 3 32 a a DET 5d86nz8249j 3 33 full full ADJ 5d86nz8249j 3 34 spectrum spectrum NOUN 5d86nz8249j 3 35 of of ADP 5d86nz8249j 3 36 3d 3d DET 5d86nz8249j 3 37 dram dram NOUN 5d86nz8249j 3 38 designs design NOUN 5d86nz8249j 3 39 at at ADP 5d86nz8249j 3 40 various various ADJ 5d86nz8249j 3 41 stacking stacking NOUN 5d86nz8249j 3 42 granularities granularity NOUN 5d86nz8249j 3 43 . . PUNCT 5d86nz8249j 4 1 cacti-3dd cacti-3dd NOUN 5d86nz8249j 4 2 enables enable VERB 5d86nz8249j 4 3 an an DET 5d86nz8249j 4 4 in in ADP 5d86nz8249j 4 5 - - PUNCT 5d86nz8249j 4 6 depth depth NOUN 5d86nz8249j 4 7 study study NOUN 5d86nz8249j 4 8 of of ADP 5d86nz8249j 4 9 architecture architecture NOUN 5d86nz8249j 4 10 level level NOUN 5d86nz8249j 4 11 tradeoffs tradeoff NOUN 5d86nz8249j 4 12 of of ADP 5d86nz8249j 4 13 power power NOUN 5d86nz8249j 4 14 , , PUNCT 5d86nz8249j 4 15 area area NOUN 5d86nz8249j 4 16 , , PUNCT 5d86nz8249j 4 17 and and CCONJ 5d86nz8249j 4 18 timing time VERB 5d86nz8249j 4 19 for for ADP 5d86nz8249j 4 20 3d 3d DET 5d86nz8249j 4 21 die die VERB 5d86nz8249j 4 22 - - PUNCT 5d86nz8249j 4 23 stacked stack VERB 5d86nz8249j 4 24 dram dram NOUN 5d86nz8249j 4 25 designs.by designs.by NUM 5d86nz8249j 4 26 extending extend VERB 5d86nz8249j 4 27 cacti-3dd cacti-3dd NOUN 5d86nz8249j 4 28 , , PUNCT 5d86nz8249j 4 29 the the DET 5d86nz8249j 4 30 dissertation dissertation NOUN 5d86nz8249j 4 31 builds build VERB 5d86nz8249j 4 32 a a DET 5d86nz8249j 4 33 comprehensive comprehensive ADJ 5d86nz8249j 4 34 modeling modeling NOUN 5d86nz8249j 4 35 framework framework NOUN 5d86nz8249j 4 36 that that PRON 5d86nz8249j 4 37 accurately accurately ADV 5d86nz8249j 4 38 models model NOUN 5d86nz8249j 4 39 cost cost VERB 5d86nz8249j 4 40 , , PUNCT 5d86nz8249j 4 41 bandwidth bandwidth ADJ 5d86nz8249j 4 42 , , PUNCT 5d86nz8249j 4 43 and and CCONJ 5d86nz8249j 4 44 energy energy NOUN 5d86nz8249j 4 45 efficiency efficiency NOUN 5d86nz8249j 4 46 of of ADP 5d86nz8249j 4 47 3d 3d NOUN 5d86nz8249j 4 48 - - PUNCT 5d86nz8249j 4 49 stacked stack VERB 5d86nz8249j 4 50 dram dram NOUN 5d86nz8249j 4 51 . . PUNCT 5d86nz8249j 5 1 with with ADP 5d86nz8249j 5 2 the the DET 5d86nz8249j 5 3 modeling modeling NOUN 5d86nz8249j 5 4 framework framework NOUN 5d86nz8249j 5 5 , , PUNCT 5d86nz8249j 5 6 an an DET 5d86nz8249j 5 7 extensive extensive ADJ 5d86nz8249j 5 8 design design NOUN 5d86nz8249j 5 9 space space NOUN 5d86nz8249j 5 10 exploration exploration NOUN 5d86nz8249j 5 11 for for ADP 5d86nz8249j 5 12 3d 3d NOUN 5d86nz8249j 5 13 stacked stack VERB 5d86nz8249j 5 14 drams dram NOUN 5d86nz8249j 5 15 is be AUX 5d86nz8249j 5 16 performed perform VERB 5d86nz8249j 5 17 in in ADP 5d86nz8249j 5 18 a a DET 5d86nz8249j 5 19 wide wide ADJ 5d86nz8249j 5 20 range range NOUN 5d86nz8249j 5 21 of of ADP 5d86nz8249j 5 22 stack stack NOUN 5d86nz8249j 5 23 size size NOUN 5d86nz8249j 5 24 , , PUNCT 5d86nz8249j 5 25 partition partition NOUN 5d86nz8249j 5 26 granularity granularity NOUN 5d86nz8249j 5 27 , , PUNCT 5d86nz8249j 5 28 bank bank NOUN 5d86nz8249j 5 29 count count NOUN 5d86nz8249j 5 30 , , PUNCT 5d86nz8249j 5 31 and and CCONJ 5d86nz8249j 5 32 io io PROPN 5d86nz8249j 5 33 width width NOUN 5d86nz8249j 5 34 . . PUNCT 5d86nz8249j 6 1 the the DET 5d86nz8249j 6 2 results result NOUN 5d86nz8249j 6 3 identify identify VERB 5d86nz8249j 6 4 the the DET 5d86nz8249j 6 5 best good ADJ 5d86nz8249j 6 6 designs design NOUN 5d86nz8249j 6 7 of of ADP 5d86nz8249j 6 8 3d 3d DET 5d86nz8249j 6 9 dram dram NOUN 5d86nz8249j 6 10 stacks stack VERB 5d86nz8249j 6 11 with with ADP 5d86nz8249j 6 12 the the DET 5d86nz8249j 6 13 highest high ADJ 5d86nz8249j 6 14 bandwidth bandwidth ADJ 5d86nz8249j 6 15 and and CCONJ 5d86nz8249j 6 16 energy energy NOUN 5d86nz8249j 6 17 efficiency efficiency NOUN 5d86nz8249j 6 18 , , PUNCT 5d86nz8249j 6 19 and and CCONJ 5d86nz8249j 6 20 lowest low ADJ 5d86nz8249j 6 21 cost cost NOUN 5d86nz8249j 6 22 targeting target VERB 5d86nz8249j 6 23 the the DET 5d86nz8249j 6 24 high high ADJ 5d86nz8249j 6 25 - - PUNCT 5d86nz8249j 6 26 performance performance NOUN 5d86nz8249j 6 27 and and CCONJ 5d86nz8249j 6 28 low low ADJ 5d86nz8249j 6 29 - - PUNCT 5d86nz8249j 6 30 cost cost NOUN 5d86nz8249j 6 31 memory memory NOUN 5d86nz8249j 6 32 markets market NOUN 5d86nz8249j 6 33 respectively.in respectively.in NUM 5d86nz8249j 6 34 addition addition NOUN 5d86nz8249j 6 35 , , PUNCT 5d86nz8249j 6 36 this this DET 5d86nz8249j 6 37 dissertation dissertation NOUN 5d86nz8249j 6 38 introduces introduce VERB 5d86nz8249j 6 39 a a DET 5d86nz8249j 6 40 hybrid hybrid ADJ 5d86nz8249j 6 41 memory memory NOUN 5d86nz8249j 6 42 cube cube NOUN 5d86nz8249j 6 43 cache cache NOUN 5d86nz8249j 6 44 ( ( PUNCT 5d86nz8249j 6 45 hmc$ hmc$ NOUN 5d86nz8249j 6 46 ) ) PUNCT 5d86nz8249j 6 47 dram dram NOUN 5d86nz8249j 6 48 that that PRON 5d86nz8249j 6 49 employs employ VERB 5d86nz8249j 6 50 an an DET 5d86nz8249j 6 51 adaptive adaptive ADJ 5d86nz8249j 6 52 caching caching NOUN 5d86nz8249j 6 53 scheme scheme NOUN 5d86nz8249j 6 54 and and CCONJ 5d86nz8249j 6 55 an an DET 5d86nz8249j 6 56 intelligent intelligent ADJ 5d86nz8249j 6 57 predictor predictor NOUN 5d86nz8249j 6 58 to to PART 5d86nz8249j 6 59 support support VERB 5d86nz8249j 6 60 full full ADJ 5d86nz8249j 6 61 associativity associativity NOUN 5d86nz8249j 6 62 at at ADP 5d86nz8249j 6 63 various various ADJ 5d86nz8249j 6 64 granularities granularity NOUN 5d86nz8249j 6 65 and and CCONJ 5d86nz8249j 6 66 a a DET 5d86nz8249j 6 67 large large ADJ 5d86nz8249j 6 68 number number NOUN 5d86nz8249j 6 69 of of ADP 5d86nz8249j 6 70 banks bank NOUN 5d86nz8249j 6 71 in in ADP 5d86nz8249j 6 72 3d 3d NOUN 5d86nz8249j 6 73 memory memory NOUN 5d86nz8249j 6 74 systems system NOUN 5d86nz8249j 6 75 . . PUNCT 5d86nz8249j 7 1 by by ADP 5d86nz8249j 7 2 increasing increase VERB 5d86nz8249j 7 3 the the DET 5d86nz8249j 7 4 row row NOUN 5d86nz8249j 7 5 buffer buffer NOUN 5d86nz8249j 7 6 cache cache NOUN 5d86nz8249j 7 7 hit hit VERB 5d86nz8249j 7 8 rate rate NOUN 5d86nz8249j 7 9 and and CCONJ 5d86nz8249j 7 10 improving improve VERB 5d86nz8249j 7 11 data datum NOUN 5d86nz8249j 7 12 caching caching NOUN 5d86nz8249j 7 13 efficiency efficiency NOUN 5d86nz8249j 7 14 , , PUNCT 5d86nz8249j 7 15 hmc$ hmc$ CCONJ 5d86nz8249j 7 16 dramatically dramatically ADV 5d86nz8249j 7 17 reduces reduce VERB 5d86nz8249j 7 18 memory memory NOUN 5d86nz8249j 7 19 access access NOUN 5d86nz8249j 7 20 latency latency NOUN 5d86nz8249j 7 21 and and CCONJ 5d86nz8249j 7 22 dynamic dynamic ADJ 5d86nz8249j 7 23 power power NOUN 5d86nz8249j 7 24 . . PUNCT 5d86nz8249j 8 1 furthermore furthermore ADV 5d86nz8249j 8 2 , , PUNCT 5d86nz8249j 8 3 in in ADP 5d86nz8249j 8 4 a a DET 5d86nz8249j 8 5 heterogeneous heterogeneous ADJ 5d86nz8249j 8 6 3d 3d NOUN 5d86nz8249j 8 7 memory memory NOUN 5d86nz8249j 8 8 system system NOUN 5d86nz8249j 8 9 with with ADP 5d86nz8249j 8 10 non non ADJ 5d86nz8249j 8 11 - - ADJ 5d86nz8249j 8 12 uniform uniform ADJ 5d86nz8249j 8 13 memory memory NOUN 5d86nz8249j 8 14 access access NOUN 5d86nz8249j 8 15 latencies latency NOUN 5d86nz8249j 8 16 , , PUNCT 5d86nz8249j 8 17 an an DET 5d86nz8249j 8 18 hmc$ hmc$ NOUN 5d86nz8249j 8 19 is be AUX 5d86nz8249j 8 20 effective effective ADJ 5d86nz8249j 8 21 at at ADP 5d86nz8249j 8 22 hiding hide VERB 5d86nz8249j 8 23 the the DET 5d86nz8249j 8 24 long long ADJ 5d86nz8249j 8 25 latencies latency NOUN 5d86nz8249j 8 26 of of ADP 5d86nz8249j 8 27 far far ADJ 5d86nz8249j 8 28 memories memory NOUN 5d86nz8249j 8 29 and and CCONJ 5d86nz8249j 8 30 maintaining maintain VERB 5d86nz8249j 8 31 high high ADJ 5d86nz8249j 8 32 performance performance NOUN 5d86nz8249j 8 33 at at ADP 5d86nz8249j 8 34 low low ADJ 5d86nz8249j 8 35 cost cost NOUN 5d86nz8249j 8 36 . . PUNCT 5d86nz8249j 9 1 with with ADP 5d86nz8249j 9 2 memory memory NOUN 5d86nz8249j 9 3 - - PUNCT 5d86nz8249j 9 4 intensive intensive ADJ 5d86nz8249j 9 5 workloads workload NOUN 5d86nz8249j 9 6 , , PUNCT 5d86nz8249j 9 7 hmc$ hmc$ CCONJ 5d86nz8249j 9 8 outperforms outperform VERB 5d86nz8249j 9 9 the the DET 5d86nz8249j 9 10 state state NOUN 5d86nz8249j 9 11 - - PUNCT 5d86nz8249j 9 12 of of ADP 5d86nz8249j 9 13 - - PUNCT 5d86nz8249j 9 14 the the DET 5d86nz8249j 9 15 - - PUNCT 5d86nz8249j 9 16 art art NOUN 5d86nz8249j 9 17 row row NOUN 5d86nz8249j 9 18 buffer buffer NOUN 5d86nz8249j 9 19 cache cache NOUN 5d86nz8249j 9 20 for for ADP 5d86nz8249j 9 21 3d 3d DET 5d86nz8249j 9 22 dram dram NOUN 5d86nz8249j 9 23 by by ADP 5d86nz8249j 9 24 33.5 33.5 NUM 5d86nz8249j 9 25 % % NOUN 5d86nz8249j 9 26 for for ADP 5d86nz8249j 9 27 a a DET 5d86nz8249j 9 28 system system NOUN 5d86nz8249j 9 29 with with ADP 5d86nz8249j 9 30 a a DET 5d86nz8249j 9 31 single single ADJ 5d86nz8249j 9 32 memory memory NOUN 5d86nz8249j 9 33 stack stack NOUN 5d86nz8249j 9 34 , , PUNCT 5d86nz8249j 9 35 and and CCONJ 5d86nz8249j 9 36 improves improve VERB 5d86nz8249j 9 37 edp edp PRON 5d86nz8249j 9 38 by by ADP 5d86nz8249j 9 39 2.4x 2.4x NUM 5d86nz8249j 9 40 for for ADP 5d86nz8249j 9 41 a a DET 5d86nz8249j 9 42 system system NOUN 5d86nz8249j 9 43 with with ADP 5d86nz8249j 9 44 both both DET 5d86nz8249j 9 45 on on ADP 5d86nz8249j 9 46 - - PUNCT 5d86nz8249j 9 47 socket socket NOUN 5d86nz8249j 9 48 and and CCONJ 5d86nz8249j 9 49 off off ADP 5d86nz8249j 9 50 - - PUNCT 5d86nz8249j 9 51 socket socket NOUN 5d86nz8249j 9 52 stacked stack VERB 5d86nz8249j 9 53 memories memory NOUN 5d86nz8249j 9 54 . . PUNCT