id sid tid token lemma pos bg257d29c4n 1 1 the the DET bg257d29c4n 1 2 internet internet NOUN bg257d29c4n 1 3 evolution evolution NOUN bg257d29c4n 1 4 together together ADV bg257d29c4n 1 5 with with ADP bg257d29c4n 1 6 the the DET bg257d29c4n 1 7 popularity popularity NOUN bg257d29c4n 1 8 of of ADP bg257d29c4n 1 9 real real ADJ bg257d29c4n 1 10 - - PUNCT bg257d29c4n 1 11 time time NOUN bg257d29c4n 1 12 on on ADP bg257d29c4n 1 13 - - PUNCT bg257d29c4n 1 14 line line NOUN bg257d29c4n 1 15 applications application NOUN bg257d29c4n 1 16 has have AUX bg257d29c4n 1 17 resulted result VERB bg257d29c4n 1 18 in in ADP bg257d29c4n 1 19 quality quality NOUN bg257d29c4n 1 20 of of ADP bg257d29c4n 1 21 service service NOUN bg257d29c4n 1 22 ( ( PUNCT bg257d29c4n 1 23 qos qos PROPN bg257d29c4n 1 24 ) ) PUNCT bg257d29c4n 1 25 being be AUX bg257d29c4n 1 26 an an DET bg257d29c4n 1 27 important important ADJ bg257d29c4n 1 28 research research NOUN bg257d29c4n 1 29 topic topic NOUN bg257d29c4n 1 30 . . PUNCT bg257d29c4n 2 1 over over ADP bg257d29c4n 2 2 the the DET bg257d29c4n 2 3 last last ADJ bg257d29c4n 2 4 decade decade NOUN bg257d29c4n 2 5 , , PUNCT bg257d29c4n 2 6 the the DET bg257d29c4n 2 7 concept concept NOUN bg257d29c4n 2 8 of of ADP bg257d29c4n 2 9 qos qos PROPN bg257d29c4n 2 10 has have AUX bg257d29c4n 2 11 evolved evolve VERB bg257d29c4n 2 12 dramatically dramatically ADV bg257d29c4n 2 13 . . PUNCT bg257d29c4n 3 1 starting start VERB bg257d29c4n 3 2 from from ADP bg257d29c4n 3 3 the the DET bg257d29c4n 3 4 unsuccessful unsuccessful ADJ bg257d29c4n 3 5 origins origin NOUN bg257d29c4n 3 6 in in ADP bg257d29c4n 3 7 the the DET bg257d29c4n 3 8 type type NOUN bg257d29c4n 3 9 of of ADP bg257d29c4n 3 10 service service NOUN bg257d29c4n 3 11 byte byte NOUN bg257d29c4n 3 12 ( ( PUNCT bg257d29c4n 3 13 tos to NOUN bg257d29c4n 3 14 ) ) PUNCT bg257d29c4n 3 15 in in ADP bg257d29c4n 3 16 the the DET bg257d29c4n 3 17 initial initial ADJ bg257d29c4n 3 18 ipv4 ipv4 NOUN bg257d29c4n 3 19 specification specification NOUN bg257d29c4n 3 20 , , PUNCT bg257d29c4n 3 21 the the DET bg257d29c4n 3 22 networking networking NOUN bg257d29c4n 3 23 research research NOUN bg257d29c4n 3 24 community community NOUN bg257d29c4n 3 25 has have AUX bg257d29c4n 3 26 explored explore VERB bg257d29c4n 3 27 a a DET bg257d29c4n 3 28 wide wide ADJ bg257d29c4n 3 29 variety variety NOUN bg257d29c4n 3 30 of of ADP bg257d29c4n 3 31 techniques technique NOUN bg257d29c4n 3 32 ranging range VERB bg257d29c4n 3 33 from from ADP bg257d29c4n 3 34 per per ADP bg257d29c4n 3 35 - - PUNCT bg257d29c4n 3 36 flow flow NOUN bg257d29c4n 3 37 qos qos PROPN bg257d29c4n 3 38 in in ADP bg257d29c4n 3 39 integrated integrate VERB bg257d29c4n 3 40 services service NOUN bg257d29c4n 3 41 ( ( PUNCT bg257d29c4n 3 42 intserv intserv X bg257d29c4n 3 43 ) ) PUNCT bg257d29c4n 3 44 to to PART bg257d29c4n 3 45 aggregate aggregate VERB bg257d29c4n 3 46 or or CCONJ bg257d29c4n 3 47 per per ADP bg257d29c4n 3 48 - - PUNCT bg257d29c4n 3 49 class class NOUN bg257d29c4n 3 50 qos qos NOUN bg257d29c4n 3 51 in in ADP bg257d29c4n 3 52 the the DET bg257d29c4n 3 53 differentiated differentiate VERB bg257d29c4n 3 54 services service NOUN bg257d29c4n 3 55 ( ( PUNCT bg257d29c4n 3 56 diffserv diffserv PROPN bg257d29c4n 3 57 ) ) PUNCT bg257d29c4n 3 58 model model NOUN bg257d29c4n 3 59 . . PUNCT bg257d29c4n 4 1 this this DET bg257d29c4n 4 2 dissertation dissertation NOUN bg257d29c4n 4 3 studies study VERB bg257d29c4n 4 4 several several ADJ bg257d29c4n 4 5 schemes scheme NOUN bg257d29c4n 4 6 in in ADP bg257d29c4n 4 7 the the DET bg257d29c4n 4 8 diffserv diffserv PROPN bg257d29c4n 4 9 environment environment PROPN bg257d29c4n 4 10 to to PART bg257d29c4n 4 11 provide provide VERB bg257d29c4n 4 12 predictable predictable ADJ bg257d29c4n 4 13 qos qos PROPN bg257d29c4n 4 14 for for ADP bg257d29c4n 4 15 scalable scalable ADJ bg257d29c4n 4 16 networks network NOUN bg257d29c4n 4 17 / / SYM bg257d29c4n 4 18 systems system NOUN bg257d29c4n 4 19 . . PUNCT bg257d29c4n 5 1 while while SCONJ bg257d29c4n 5 2 techniques technique NOUN bg257d29c4n 5 3 to to PART bg257d29c4n 5 4 aggregate aggregate VERB bg257d29c4n 5 5 state state NOUN bg257d29c4n 5 6 information information NOUN bg257d29c4n 5 7 for for ADP bg257d29c4n 5 8 scalability scalability NOUN bg257d29c4n 5 9 have have AUX bg257d29c4n 5 10 been be AUX bg257d29c4n 5 11 proposed propose VERB bg257d29c4n 5 12 in in ADP bg257d29c4n 5 13 the the DET bg257d29c4n 5 14 literature literature NOUN bg257d29c4n 5 15 such such ADJ bg257d29c4n 5 16 as as ADP bg257d29c4n 5 17 with with ADP bg257d29c4n 5 18 differentiated differentiate VERB bg257d29c4n 5 19 services service NOUN bg257d29c4n 5 20 , , PUNCT bg257d29c4n 5 21 the the DET bg257d29c4n 5 22 per per ADP bg257d29c4n 5 23 - - PUNCT bg257d29c4n 5 24 stream stream NOUN bg257d29c4n 5 25 effects effect NOUN bg257d29c4n 5 26 of of ADP bg257d29c4n 5 27 such such ADJ bg257d29c4n 5 28 aggregation aggregation NOUN bg257d29c4n 5 29 are be AUX bg257d29c4n 5 30 poorly poorly ADV bg257d29c4n 5 31 understood understand VERB bg257d29c4n 5 32 . . PUNCT bg257d29c4n 6 1 this this DET bg257d29c4n 6 2 dissertation dissertation NOUN bg257d29c4n 6 3 first first ADV bg257d29c4n 6 4 explores explore VERB bg257d29c4n 6 5 the the DET bg257d29c4n 6 6 effects effect NOUN bg257d29c4n 6 7 of of ADP bg257d29c4n 6 8 aggregated aggregated ADJ bg257d29c4n 6 9 state state NOUN bg257d29c4n 6 10 information information NOUN bg257d29c4n 6 11 and and CCONJ bg257d29c4n 6 12 proposes propose VERB bg257d29c4n 6 13 a a DET bg257d29c4n 6 14 scheme scheme NOUN bg257d29c4n 6 15 , , PUNCT bg257d29c4n 6 16 called call VERB bg257d29c4n 6 17 granularity granularity NOUN bg257d29c4n 6 18 aware aware ADJ bg257d29c4n 6 19 $ $ SYM bg257d29c4n 6 20 ( ( PUNCT bg257d29c4n 6 21 m m PROPN bg257d29c4n 6 22 , , PUNCT bg257d29c4n 6 23 k)$ k)$ PRON bg257d29c4n 6 24 queue queue NOUN bg257d29c4n 6 25 management management NOUN bg257d29c4n 6 26 ( ( PUNCT bg257d29c4n 6 27 gaqm gaqm PROPN bg257d29c4n 6 28 ) ) PUNCT bg257d29c4n 6 29 , , PUNCT bg257d29c4n 6 30 that that PRON bg257d29c4n 6 31 improves improve VERB bg257d29c4n 6 32 control control NOUN bg257d29c4n 6 33 over over ADP bg257d29c4n 6 34 the the DET bg257d29c4n 6 35 trade trade NOUN bg257d29c4n 6 36 - - PUNCT bg257d29c4n 6 37 off off NOUN bg257d29c4n 6 38 between between ADP bg257d29c4n 6 39 scalability scalability NOUN bg257d29c4n 6 40 and and CCONJ bg257d29c4n 6 41 per per ADP bg257d29c4n 6 42 - - PUNCT bg257d29c4n 6 43 stream stream NOUN bg257d29c4n 6 44 qos qos PROPN bg257d29c4n 6 45 performance performance NOUN bg257d29c4n 6 46 . . PUNCT bg257d29c4n 7 1 as as SCONJ bg257d29c4n 7 2 the the DET bg257d29c4n 7 3 correct correct ADJ bg257d29c4n 7 4 admission admission NOUN bg257d29c4n 7 5 of of ADP bg257d29c4n 7 6 flows flow NOUN bg257d29c4n 7 7 in in ADP bg257d29c4n 7 8 the the DET bg257d29c4n 7 9 diffserv diffserv PROPN bg257d29c4n 7 10 environment environment NOUN bg257d29c4n 7 11 is be AUX bg257d29c4n 7 12 critical critical ADJ bg257d29c4n 7 13 to to PART bg257d29c4n 7 14 provide provide VERB bg257d29c4n 7 15 stable stable ADJ bg257d29c4n 7 16 and and CCONJ bg257d29c4n 7 17 predictable predictable ADJ bg257d29c4n 7 18 qos qos PROPN bg257d29c4n 7 19 to to PART bg257d29c4n 7 20 end end VERB bg257d29c4n 7 21 users user NOUN bg257d29c4n 7 22 , , PUNCT bg257d29c4n 7 23 this this DET bg257d29c4n 7 24 dissertation dissertation NOUN bg257d29c4n 7 25 then then ADV bg257d29c4n 7 26 proposes propose VERB bg257d29c4n 7 27 an an DET bg257d29c4n 7 28 approach approach NOUN bg257d29c4n 7 29 , , PUNCT bg257d29c4n 7 30 edge edge NOUN bg257d29c4n 7 31 - - PUNCT bg257d29c4n 7 32 centric centric ADJ bg257d29c4n 7 33 resource resource NOUN bg257d29c4n 7 34 management management NOUN bg257d29c4n 7 35 ( ( PUNCT bg257d29c4n 7 36 erm erm INTJ bg257d29c4n 7 37 ) ) PUNCT bg257d29c4n 7 38 , , PUNCT bg257d29c4n 7 39 for for ADP bg257d29c4n 7 40 admission admission NOUN bg257d29c4n 7 41 control control NOUN bg257d29c4n 7 42 that that PRON bg257d29c4n 7 43 exploits exploit VERB bg257d29c4n 7 44 the the DET bg257d29c4n 7 45 unique unique ADJ bg257d29c4n 7 46 architectural architectural ADJ bg257d29c4n 7 47 aspects aspect NOUN bg257d29c4n 7 48 of of ADP bg257d29c4n 7 49 diffserv diffserv PROPN bg257d29c4n 7 50 . . PUNCT bg257d29c4n 8 1 through through ADP bg257d29c4n 8 2 the the DET bg257d29c4n 8 3 use use NOUN bg257d29c4n 8 4 of of ADP bg257d29c4n 8 5 periodic periodic ADJ bg257d29c4n 8 6 heartbeats heartbeat NOUN bg257d29c4n 8 7 emanating emanate VERB bg257d29c4n 8 8 from from ADP bg257d29c4n 8 9 edge edge NOUN bg257d29c4n 8 10 routers router NOUN bg257d29c4n 8 11 to to PART bg257d29c4n 8 12 probe probe VERB bg257d29c4n 8 13 the the DET bg257d29c4n 8 14 network network NOUN bg257d29c4n 8 15 state state NOUN bg257d29c4n 8 16 on on ADP bg257d29c4n 8 17 available available ADJ bg257d29c4n 8 18 egress egress NOUN bg257d29c4n 8 19 paths path NOUN bg257d29c4n 8 20 , , PUNCT bg257d29c4n 8 21 edge edge NOUN bg257d29c4n 8 22 routers router NOUN bg257d29c4n 8 23 are be AUX bg257d29c4n 8 24 able able ADJ bg257d29c4n 8 25 to to PART bg257d29c4n 8 26 quickly quickly ADV bg257d29c4n 8 27 conduct conduct VERB bg257d29c4n 8 28 admission admission NOUN bg257d29c4n 8 29 control control NOUN bg257d29c4n 8 30 with with ADP bg257d29c4n 8 31 a a DET bg257d29c4n 8 32 tunable tunable ADJ bg257d29c4n 8 33 degree degree NOUN bg257d29c4n 8 34 of of ADP bg257d29c4n 8 35 precision precision NOUN bg257d29c4n 8 36 . . PUNCT bg257d29c4n 9 1 in in ADP bg257d29c4n 9 2 addition addition NOUN bg257d29c4n 9 3 to to ADP bg257d29c4n 9 4 erm erm VERB bg257d29c4n 9 5 , , PUNCT bg257d29c4n 9 6 this this DET bg257d29c4n 9 7 dissertation dissertation NOUN bg257d29c4n 9 8 presents present VERB bg257d29c4n 9 9 two two NUM bg257d29c4n 9 10 other other ADJ bg257d29c4n 9 11 admission admission NOUN bg257d29c4n 9 12 control control NOUN bg257d29c4n 9 13 schemes scheme NOUN bg257d29c4n 9 14 as as ADV bg257d29c4n 9 15 well well ADV bg257d29c4n 9 16 , , PUNCT bg257d29c4n 9 17 fast fast ADJ bg257d29c4n 9 18 admission admission NOUN bg257d29c4n 9 19 for for ADP bg257d29c4n 9 20 short short ADJ bg257d29c4n 9 21 flows flow NOUN bg257d29c4n 9 22 ( ( PUNCT bg257d29c4n 9 23 fasf fasf PROPN bg257d29c4n 9 24 ) ) PUNCT bg257d29c4n 9 25 and and CCONJ bg257d29c4n 9 26 end end ADJ bg257d29c4n 9 27 - - ADJ bg257d29c4n 9 28 wise wise ADJ bg257d29c4n 9 29 delegation delegation NOUN bg257d29c4n 9 30 for for ADP bg257d29c4n 9 31 end end NOUN bg257d29c4n 9 32 - - PUNCT bg257d29c4n 9 33 to to ADP bg257d29c4n 9 34 - - PUNCT bg257d29c4n 9 35 end end NOUN bg257d29c4n 9 36 admission admission NOUN bg257d29c4n 9 37 control control NOUN bg257d29c4n 9 38 ( ( PUNCT bg257d29c4n 9 39 e3ac e3ac SPACE bg257d29c4n 9 40 ) ) PUNCT bg257d29c4n 9 41 . . PUNCT bg257d29c4n 10 1 by by ADP bg257d29c4n 10 2 enabling enable VERB bg257d29c4n 10 3 accelerated accelerated ADJ bg257d29c4n 10 4 admission admission NOUN bg257d29c4n 10 5 control control NOUN bg257d29c4n 10 6 at at ADP bg257d29c4n 10 7 the the DET bg257d29c4n 10 8 edge edge NOUN bg257d29c4n 10 9 rather rather ADV bg257d29c4n 10 10 than than ADP bg257d29c4n 10 11 via via ADP bg257d29c4n 10 12 centralized centralized ADJ bg257d29c4n 10 13 or or CCONJ bg257d29c4n 10 14 in in ADP bg257d29c4n 10 15 - - PUNCT bg257d29c4n 10 16 path path NOUN bg257d29c4n 10 17 mechanisms mechanism NOUN bg257d29c4n 10 18 , , PUNCT bg257d29c4n 10 19 fasf fasf PROPN bg257d29c4n 10 20 not not PART bg257d29c4n 10 21 only only ADV bg257d29c4n 10 22 reduces reduce VERB bg257d29c4n 10 23 the the DET bg257d29c4n 10 24 burden burden NOUN bg257d29c4n 10 25 on on ADP bg257d29c4n 10 26 admission admission NOUN bg257d29c4n 10 27 control control NOUN bg257d29c4n 10 28 , , PUNCT bg257d29c4n 10 29 but but CCONJ bg257d29c4n 10 30 also also ADV bg257d29c4n 10 31 improves improve VERB bg257d29c4n 10 32 flow flow NOUN bg257d29c4n 10 33 completion completion NOUN bg257d29c4n 10 34 time time NOUN bg257d29c4n 10 35 and and CCONJ bg257d29c4n 10 36 hence hence ADV bg257d29c4n 10 37 network network NOUN bg257d29c4n 10 38 goodput goodput PROPN bg257d29c4n 10 39 . . PUNCT bg257d29c4n 11 1 e3ac e3ac SPACE bg257d29c4n 11 2 , , PUNCT bg257d29c4n 11 3 an an DET bg257d29c4n 11 4 approach approach NOUN bg257d29c4n 11 5 to to PART bg257d29c4n 11 6 make make VERB bg257d29c4n 11 7 significant significant ADJ bg257d29c4n 11 8 strides stride NOUN bg257d29c4n 11 9 in in ADP bg257d29c4n 11 10 practical practical ADJ bg257d29c4n 11 11 end end NOUN bg257d29c4n 11 12 - - PUNCT bg257d29c4n 11 13 to to ADP bg257d29c4n 11 14 - - PUNCT bg257d29c4n 11 15 end end NOUN bg257d29c4n 11 16 qos qos PROPN bg257d29c4n 11 17 , , PUNCT bg257d29c4n 11 18 provides provide VERB bg257d29c4n 11 19 a a DET bg257d29c4n 11 20 framework framework NOUN bg257d29c4n 11 21 for for ADP bg257d29c4n 11 22 catalyzing catalyzing PROPN bg257d29c4n 11 23 qos qos PROPN bg257d29c4n 11 24 amongst amongst ADP bg257d29c4n 11 25 end end NOUN bg257d29c4n 11 26 isps isp NOUN bg257d29c4n 11 27 while while SCONJ bg257d29c4n 11 28 dramatically dramatically ADV bg257d29c4n 11 29 reducing reduce VERB bg257d29c4n 11 30 the the DET bg257d29c4n 11 31 setup setup NOUN bg257d29c4n 11 32 latency latency NOUN bg257d29c4n 11 33 for for ADP bg257d29c4n 11 34 qos qos PROPN bg257d29c4n 11 35 negotiations negotiation NOUN bg257d29c4n 11 36 . . PUNCT