× Welcome to frontrun me, the premier site for visualizing Ethereum gas auctions. These gas auctions are often bids by frontrunners, arbitrageurs, and other programmatic network actors that seek to exploit inefficiencies in on-chain systems, ultimately profiting miners. On this site, we monitor these behaviors on the network in real-time as these bots compete for block priority in rapid-fire all-pay auctions*, showing users and mechanism designers the potential rent-seeking economy created by orderbook inefficiencies on-chain. Timing data is sourced from a global network of 8 nodes peered deeply with Ethereum. Read our full paper!
*Modern auctions are a special kind of all-pay auction, in which the winner of the auction pays some constant percentage of their bid; they do not pay full gas, as they do not pay for execution, but they must pay for attempted execution.

WARNING: THIS IS AN ALPHA VERSION OF THE SITE WITH PRELIMINARY DATA AND KNOWN BUGS. Use at your own risk and follow @ProjectChicago_ for announcements on release and more data being added.

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Individual Real-Time Auction Data


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Note: only auctions with a single detected "winner" (mined with 2+ log events) are displayed in this view. Other auctions may contain multiple sub-auctions, as the split is heuristic.

Gas Auction #1432 - 2018-11-15 15:18:44 to 15:19:00; Start Time 1542295124.7291143

Seconds Elapsed Gas Price (gwei) Bidder (Sender Address/Nonce) Gas Limit Transaction Hash Gas Paid Block/Index Mined
0.000 25.100000000 () 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 192085 0xd32653ca9694a6d1299335f3c04f74cc159bee48c1d32d3a421db08c638ffc78
1.593 25.000000000 (-0.39920159680638717) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xb901e6dc2c229fd9105448fcc23eaebdedb476c21b6c6e7ddf8d2df4e838d2c7
1.624 28.750000000 (13.953488372093023) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0x9f592504eb71a7452b7a395a7f5ecd34eaa5d090da1162e74221562af54c8f67
1.679 28.807500000 (0.1998001998001998) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x83e2a6774654a9540c3fad8837afcc88b4c932ab2374819254f887305c3a4b22
1.978 33.128625000 (13.953488372093023) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0xb530157bd30c545dde5810e728d979fb465e4ba8db2c4be9b64a1283e1db634d
2.078 33.062500000 (-0.1998001998001998) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xd87161ded74decaebeb7f518cf9a9c37a11f4b9e2a4c953be04829d764ed8bfc
2.254 38.097918750 (14.152302188356641) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0xe60b30331431cf30e5df0dddf8758501427627c2f9e6460ac99bc2575803bdd0
2.382 38.021875000 (-0.1998001998001998) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0x25319d6cc1344f1306ba954d48aab746a16dff5d167fa760e15a93d8dc2daa92
2.541 43.812606562 (14.152302187221133) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x2e164f80b74d5991e9cc0acdf840ec0c06a2a31251a11b42a3b8cdce444fd1b4
2.842 43.725156250 (-0.19980019865897689) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xdee4c5ee5d326c6dbbaefbf8108d8f5cd7d4e05fb661172572cb87e4d60f6c5a
2.844 50.384497547 (14.15230218860349) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x7d86228e658feebe85992e8753bcf15d90242799eb1949e92e212b130a0747a9
3.012 50.283929688 (-0.19980019905393923) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0x7dc23c379ad59c64883669748186fb24b23274a806b5413b99c7f740a991d2df
3.084 57.942172180 (14.152302189245471) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0xd65de3355ee21936145cd0b68eb50c14b60c56f784ee216782b32275876557a2
3.430 57.826519142 (-0.1998001993100564) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xe348432658999246b6615a53ce28099ef210ea933e16dbe4d35ee8c44f4f5575
3.489 66.633498008 (14.152302189362183) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x37bc63deaee249ea89fb8bc13a7bbb455ffd949ef9355b34cadab0d1df9b8b1f
3.640 76.628522710 (13.95348837313194) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x217dd74ee618cdfbc450859b55c6efdeb7adbd4911b4440cbe8379f0a42e2be5
3.855 66.500497014 (-14.152302189353602) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0x912a5c90366500bc0de9659e8bcaf493ef44011d6321d79a7c585a45be90aa90
3.908 88.122801117 (27.96771814384808) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0xd64aee2e5c6ee4df46db1253f0588bf39f0fc1ac706994db70db71b8d15d0b22
3.911 87.946907303 (-0.19980019911252375) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xafc6fefe15bbb627c7fa3080046339c98dfbe78524c233bbc3e6a9c43594da33
3.957 76.475571567 (-13.953488373167962) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xe24e5f368eb4f177883122088c54857fcc155dcbf8b35615e37c1534fa4cc91b
4.011 22.000000000 (-110.63773624291453) 0xBE708D227F6DfA0B8f2698bf543B949Dfe4e28fB/19184 145483 0x92be6cbab949d05439bd60df05cb3f72b173af7a51b9b6f28a38dcebe2cfcfcb
4.148 101.341221285 (128.65321172987117) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0xa911f2ea5c99f776bb09d6682123f46f9747dbdc3858329b12ad15e1f96c1c79
4.829 101.138943399 (-0.1998001990127619) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0x61f0b91b5c1020a150d0785b97a60006e50d7a175f1b2875d843209d6f0b51b1
4.864 116.542404478 (14.152302187786587) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x538e5fe7e9ed2ff4e3beda070a7d491f7367ecc712cb11eb4faf4505df59c3dd
4.949 134.023765151 (13.95348837305828) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0xc889bd13594f75e4dd824f04f0c2ad03896cb7ec6518df02455e9560367bb9c4 6709727 6709727 / 0
5.089 116.309784909 (-14.152302188623386) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0x49b66a387003ab12cc4f5dc9d3d000917e8ccd6cbec6a0b34430dcef021c6af4
5.091 154.127329924 (27.967718142794894) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x9a257fe9e5f711b300d4bc987c8674b9e8b66d45097de25ff26843de4ba985e8
5.315 153.819690543 (-0.19980019974440186) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xd5402ebd44e3c8fe9a55e0a7bf1e7786161fc45bcc0ce4279f157d4f676c8509
5.365 177.246429413 (14.152302188525667) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0xb68e273e496cde8e83aaad082fc7f7cd0b08ed0b552b90ad85b121b7effb905e
5.584 203.833393825 (13.953488372117434) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x02a26c1c90a6526133da3065df07f33448fbf73ffa449337eced181a8b502c69
5.599 133.756252646 (-41.51616728270714) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xaa86d782328c0c9c422e3f2a3170ff41ae21a27ad395c48db76b0080898f85db
5.738 176.892644125 (27.771797632230903) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0x899167fbb74f1805e2718700252dbd205a900ce9ba02982b8037a974b02ae314
5.793 203.426540744 (13.95348837221532) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0x00bfc266701da94640f927c109bc1f808e0c717ab0b09b60760efbf459930bb5
5.873 234.408402899 (14.152302188224548) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0xace1ec2acb60ec61e21ab29e1c9a663511b0e68250b8a40e6e1b56fe9e794cda
5.901 233.940521856 (-0.19980019949645675) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0x7e04377d99b74b8498ebe343ca388ddcc0214aeb087b5872e20fa3c62f7687fa
6.228 269.031600135 (13.95348837231496) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xcaa8ea39a9925cf5f8b727fac0705ac29b38ec43bbf28f1f00610a00fe800646
6.230 269.569663335 (0.19980019970004026) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x8e98b8c5e72ce51dfa77f46a9cafe7e0bfaddad31c7d322b3025a876e35cdcc4
6.529 21.450000000 (-170.51745610012836) 0x0016BD4cb70Bd98CA07A341DA66450b5d22A55aa/46793 344037 0x5a72f90b72b7425ecf63734b20348afc31f1f2b7a3972ac7466232370d88c5a1
6.678 310.005112836 (174.1141419524722) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0xe22164b1cefca5aaf13f2bbf620fe5dd31006e0a1268666e23e886f4dc85c87a
6.764 309.386340156 (-0.1998001996995564) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0x95a0c3f1eff5d0bbf25eb469e68c266846bdab5f0530149cba66f764a57332c4
7.111 356.505879762 (14.15230218842396) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x1708653079e82c3e758437ad78e5123f9a587326d060ac3a730ae71006b72051
7.118 355.794291180 (-0.1998001996992198) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xaafa38d307365131ffe05911da2306bf529edfbea7216abca9880981a67a4772
7.477 409.981761726 (14.152302188183361) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0xc7e2c6c4bc1e48cdf9fa4bd59e0847d66ecf8f01e35726128e8c3a888299a7f1
7.545 409.163434857 (-0.1998001996260459) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xfcaca5f1c785b3fd90296de0831f556086822e2aca7383e8f6d5584cab24ca1e
7.583 15.200000000 (-185.6726581496146) 0xBE708D227F6DfA0B8f2698bf543B949Dfe4e28fB/19185 850000 0x2a83e9f4c669c85ff89abcf17e42c0cf200e01f9896c60bef86f5bc52740d44e
7.886 471.479025986 (187.50716658133751) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0xd4435e7bcbf89517d9b060e5586ce2a444e828c844366d7d770c2df5e3007beb
8.185 542.200879884 (13.953488372111378) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x1e2bd5bdcce7e795c3790731dc37b68a16b84def2f823dbf4f6b4178e4e81604
8.405 623.531011866 (13.953488371997267) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x959ae7d98beba3da432e1b157d5397c32bf2cdbf90649c9c75651d39ba40599d
8.427 470.537950086 (-27.967718142197374) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xd399431f44bf828843fe07a8da3036ab06466310e10a591712164af03c73204c
8.710 541.118642599 (13.953488372111414) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xdf1667e42eb817ae14d1ce6c36ad66632b41a0aa383ea4d78bf2be6c38385a08
8.786 717.060663647 (27.967718142329662) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x6246b059c32eeea8d93ac999fc840e4ebb05bc8702f0bea37a2866473415be8a
8.895 622.286438989 (-14.152302188353213) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0x526af5f23bda8426428eda3dede58ef928ccfde2011f21fcc482a6219e5af364
9.078 824.619763195 (27.967718142418978) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x62e6d269a7774795465ac0a4cdd39bcdffee871f932602ba30078174bf27ed92
9.140 822.973815564 (-0.1998001997846775) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xb0dacebf80c39edca49553042f7ab0b2d94f9250ddcc0c311c0fd6e5f054863d
9.170 715.629404838 (-13.9534883721293) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xbf306066d3cb71ff33cda6fdac555d4353f59ef2ef2f5e72d07d04a66fb73cdf
9.350 948.312727674 (27.967718142304076) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x04cf1c02fb8205676f67c66fb36b3bc1d943e93b1a4a651d149d663e7d7677cd
9.467 946.419887899 (-0.19980019971605045) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xb371e76acdbd65fdd181578b837f1802c5ef03363fb9bea24ff67c8e1a77d600
9.597 1090.559636826 (14.152302188355026) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x3a51ba2770d6a0e1cf3ee750dbed7f935817871fdaaab7bc89eacc029a0e71d5
9.678 1088.382871084 (-0.19980019978479488) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xddf38197297d1343b37e8ca9efa17efc014d76bcff0668d9badb326a9b4bec28
9.878 1254.143582350 (14.152302188349248) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x528b9297053dc8843ca8923319d58aff62179e9150de614726896ed6a4134600
9.896 1251.640301747 (-0.19980019976081043) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xc8f9ef9da501fe2b3cc12da67e2679342bae0e8b86175864d489ad2def906654
10.161 1442.265119704 (14.152302188420931) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x78dfb0c97dd6f40fa9a1d9b58845ad88faaa05121d600ec0185e8ebe446e8c57
10.191 1439.386347010 (-0.1998001997988131) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0x496c2d902ee3e05db845a0b7831d06611d62d50c61836feeb516b824fd4b3821
10.558 1658.604887660 (14.152302188379256) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x4005c661e5e2946ab46704254551170dfe2f4aebbfccf0663d56cfec81189188
10.582 1655.294299062 (-0.19980019979272368) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xd2a9d8b678cc4d72cfe38a76dab55e0209b29d98fcd74f9f9dc4f3cfc0a707c8
11.044 1907.395620809 (14.152302188349204) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x07cd8b88670899c3e8da451c846c83ecbf16ea59a06aa8ba3f87d5064718483c
11.072 1903.588443922 (-0.19980019975595104) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0x0a5aee1f4501e300494971477e932068578ebf4041e9fed5faf6c844e5b5a8ee
11.331 2193.504963932 (14.152302188387461) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0xd3da82742817acd6a785c89d55ace91e6372beaef75d3ab6b257c6dcbf23699a
11.353 2189.126710511 (-0.19980019979919683) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xe774cd981329fb93ed4a8955956293a42db97c4ce36a86f1f0a9ce6e74df22ce
11.478 2522.530708522 (14.152302188363533) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x8740cde22e1dca65568153bdb6e94fec7fbc2e5cd95f38abb30429466825e6ad
11.524 2517.495717088 (-0.1998001997932227) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0x6453a410b593b4a08ac0841aaa55401389f743de2fb751109b174b10f6f0a2de
11.677 2900.910314801 (14.152302188373708) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x4f7dcc0c2d5f9ec80c7d750ca9601519b436c00feae78af8e69eecdbe8bd7134
11.875 3336.046862021 (13.953488372088549) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x510f08195619f0539355476c5870325b8ed435291c946d5e106dc0c5bd0c0166
11.976 3329.388085850 (-0.1998001997792169) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xdb36a58a7d6c11c59996ec801c0b8f2159f669efba9d1151507bacc0ebe82a9d
11.990 2895.120074652 (-13.953488372099002) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0x4a9e3fb1881856be839c337c1342854570394436305f92b01f90ccba801e011c
12.334 3836.453891325 (27.967718142316443) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x9d76630a46f25d90ad8774c286cfd107621c92afbef35e94983fbd252b86116a
12.367 4411.921975025 (13.953488372121218) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x4552f28f8b6b86545e1585689508fa1825bd9f61937461754d0eeda22ebff7b3
12.370 4403.115743538 (-0.19980019979847718) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xb09324f0d0fc1b2a8606feb87ed36945ccc307201fa00871f87a9618a3e0ec26
12.597 3828.796298728 (-13.953488372111103) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xc97c59a5b0354d7d8795ceb683a632f69f84fc4a0984e036bf29749388b2d2aa
12.708 5063.583105069 (27.771797631885846) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0x06a302ffb179180cdd0575daad339b869ca420b656251345967ef920c5ce478f
13.094 6709.981833767 (27.967718142314375) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x20984767b44d4b8cb26275ff4e9f0667593c959517471e5fe32180d44846eefb
13.097 5823.120570830 (-14.152302188350577) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xb03ce0d3c032b0a054615665421297ff2b77b86792b4e72d688773303b465510
13.111 6696.588656455 (13.953488372100454) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0x96c829d8449821126198e2f38f26c381651b5abbc1a48891d64912449d2a3ac1
13.141 5073.710271279 (-27.57582275760322) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x1344a4adeb2b5cc46e0f2078f8f6236c7e5c8f1f293bd8806b9dd583c6cd5f7c
13.383 5834.766811971 (13.953488372095583) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0xb0dc97140394c5f65332ebc459d5e66f89099dbb4d335c866b32280270102858
13.416 7716.479108833 (27.77179763187941) 0x6BEcAb24Ed88Ec13D0A18f20e7dC5E4d5b146542/1453 227534 0x1825be6951577e72a1dafc8de564ce1ccfe5d284173e11e77b2e7f6b1b44571c
13.462 7701.076954924 (-0.19980019978921032) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0xa9823358c99149f0e6343c604c35988468d01d02868437d8251b3cee282dc92b
13.759 8856.238498163 (13.953488372097517) 0xb8D76f4BC2518F8eb508bf0Ccca76f8F9DD57a3f/1512 231520 0x366c30a534b5f3d8a6d251f97d401997624d1fe8d3af07ede4d19105dc970942
15.538 20.900000000 (-199.05825508955053) 0x0005ABcBB9533Cf6F9370505ffeF25393E0D2852/47324 225582 0x7a0ac4943bd5cc8355e799eac7028a5976827023f682b362196817f8f2a4cdee
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This material is based upon work supported by the National Science Foundation Graduate Research Fellowship under Grant No. DGE-1650441.
We would also like to thank NSF CNS-1330599, CNS-1514163, CNS-1564102, and CNS-1704615, ARL W911NF-16-1-0145, and IC3 Industry Partners.
Any opinion, findings, and conclusions or recommendations expressed in this material are those of the authors(s) and do not necessarily reflect the views of the National Science Foundation.