From 17124f7d39616ed58da9e22691d015ea987a43a1 Mon Sep 17 00:00:00 2001 From: Abhay Kumar Date: Fri, 12 Nov 2021 20:43:01 -0800 Subject: [PATCH] HIP draft: Witness Reward Decay (#292) * initial draft * Update xxxx-witness-decay.md * Number as 44 Co-authored-by: Jamie Dubs --- 0043-witness-reward-decay.md | 59 ++++++++++++++++++ .../focused-population-graph.png | Bin 0 -> 64601 bytes xxxx-witness-decay/population-graph.png | Bin 0 -> 58688 bytes 3 files changed, 59 insertions(+) create mode 100644 0043-witness-reward-decay.md create mode 100644 xxxx-witness-decay/focused-population-graph.png create mode 100644 xxxx-witness-decay/population-graph.png diff --git a/0043-witness-reward-decay.md b/0043-witness-reward-decay.md new file mode 100644 index 000000000..3b105b416 --- /dev/null +++ b/0043-witness-reward-decay.md @@ -0,0 +1,59 @@ +# HIP 44: Witness Reward Decay + +* Author(s): [@abhay](https://github.com/abhay) +* Start Date: 2021-10-07 +* Category: Technical, Economic +* Original HIP PR: https://github.com/helium/HIP/pull/292 +* Tracking Issue: `#TODO` + +## Summary and Motivation + +As Proof-of-Coverage continues to be improved, the community has proposed several improvements to continue to incentivize wide rollout of new Helium Hotspot coverage while addressing over-rewarding due to density and or arbitrage. One effective way to address over-rewarding is create soft limits on witness earnings through decaying witness reward units. + +## Stakeholders + +All Hotspot owners are affected by this proposal. Specifically, those with extremely high witness rates per epoch would be most affected and rewards would be more evenly distributed to other Hotspots that are witnessing within those epochs. Other network participants (Validators, Routers, etc) are not affected. + +### Detailed Explanation + +Witness reward decay rates provide a soft economic limit to over-witnessing. As the number of witness events per epoch increases, a Hotspot will gain subsequently fewer reward units for each event. + +This decay rate can be defined as a chain variable and modified over time. The initial proposal for `witness_reward_decay_rate` is `0.08` which can be modified over time as the impact is understood. In addition, a `witness_reward_decay_exclusion` of `4`, also a chain variable, would be used to only affect witness rewards at and above the value. Practically speaking this could be seen as the following. + +```erl +1> f(DecayRate), f(Exclusion), DecayRate = 0.08, Exclusion = 4, lists:sum([ case Count < Exclusion of true -> 1; _ -> math:exp((Count - Exclusion) * -1 * DecayRate) end || Count <- lists:seq(1, 20)]). +12.668364965907838 +2> f(DecayRate), f(Exclusion), DecayRate = 0.08, Exclusion = 4, lists:sum([ case Count < Exclusion of true -> 1; _ -> math:exp((Count - Exclusion) * -1 * DecayRate) end || Count <- lists:seq(1, 15)]). +11.02650609098551 +3> f(DecayRate), f(Exclusion), DecayRate = 0.08, Exclusion = 4, lists:sum([ case Count < Exclusion of true -> 1; _ -> math:exp((Count - Exclusion) * -1 * DecayRate) end || Count <- lists:seq(1, 10)]). +8.577140471334872 +4> f(DecayRate), f(Exclusion), DecayRate = 0.08, Exclusion = 4, lists:sum([ case Count < Exclusion of true -> 1; _ -> math:exp((Count - Exclusion) * -1 * DecayRate) end || Count <- lists:seq(1, 5)]). +4.923116346386636 +5> f(DecayRate), f(Exclusion), DecayRate = 0.08, Exclusion = 4, lists:sum([ case Count < Exclusion of true -> 1; _ -> math:exp((Count - Exclusion) * -1 * DecayRate) end || Count <- lists:seq(1, 4)]). +4.0 +6> f(DecayRate), f(Exclusion), DecayRate = 0.08, Exclusion = 4, lists:sum([ case Count < Exclusion of true -> 1; _ -> math:exp((Count - Exclusion) * -1 * DecayRate) end || Count <- lists:seq(1, 3)]). +3 +7> f(DecayRate), f(Exclusion), DecayRate = 0.08, Exclusion = 4, lists:sum([ case Count < Exclusion of true -> 1; _ -> math:exp((Count - Exclusion) * -1 * DecayRate) end || Count <- lists:seq(1, 2)]). +2 +8> f(DecayRate), f(Exclusion), DecayRate = 0.08, Exclusion = 4, lists:sum([ case Count < Exclusion of true -> 1; _ -> math:exp((Count - Exclusion) * -1 * DecayRate) end || Count <- lists:seq(1, 1)]). +1 +``` + +At `20` witness events, the Hotspot would only be elgible for `12.66` reward units (assuming no other scaling) but at `5` witness events, the Hotspot would be eligible for almost the full amount of reward units (`4.92`). No decay occurs up to 4 events. + +Seen differently across the network, 5% of the network would be scaled by almost 92% on their witnesses and this would incentivize the remainder of the network to grow and expand organically. This is based on analysis of all witness receipts between blocks 1032738 and 1040915. [data](https://gist.github.com/abhay/8b75824c3b7cc27009f2a76f56fa9bc1) + +![population-graph](xxxx-witness-decay/focused-population-graph.png) +![focused-population-graph](xxxx-witness-decay/focused-population-graph.png) + +The fortunate coincidence about this feature is that it's already built and is just two chain variable away from being activated. We are able to enable it at the same time as PoCv11 is activated (or sooner). + +## Open Questions + +* Are these proposed values the correct starting +* How do we verify that the proposed limits are right for the network? +* How could these limits be adjusted in the future? + +## Success Metrics + +Success here means that a Hotspot witnessing provides sufficient data to the blockchain to reward coverage and incentives continue to be aligned to create new and wide coverage on the Helium network. diff --git a/xxxx-witness-decay/focused-population-graph.png b/xxxx-witness-decay/focused-population-graph.png new file mode 100644 index 0000000000000000000000000000000000000000..0affbd89a188426366e00317eb46b8caca388ee3 GIT binary patch literal 64601 zcmeFacU;eJ-#?s@S!T2gp=cLU+N6Qf5RuZRJ!yxmN&~5+K~dT&EgDj3YG_Fs+EaV4 z`*}FeYuwlM`(3~59*^HY_x;EBJim|V^LdZsc)gzMb$mU}E6P%DV%S7MK|w7qcS?nV zV)aJ+vt`3N{6xSgOcMVmY%6ogR@K7L_Lh#d0mV5TTT4?5Thkl5du|$7+uX1)7vwp@ zBfz!ix~;9HjR-HV*}wh;9t&$DUQYLpOZbqDmU0?46cn3xl7CiF1c%U3P%M0vKP9DR zA2QV9;C%Mt%I7g90gVHD1Goad=8hCzK6UE8>8bbwldsh-Ox;j^O_Sh~pnis1i92ob z(CdipKVw5L1$(;CCLfS12|H`}XT*2WnpG!d&(1S>BaP*Q27i7zRc09p2(}5&{F*qb zOd}(;Veh?d9sE(eA6H4^U+snE{r243CcVLZza0K|?>(s<`^n$30v={$j{IJaJ^<9x z-?dR;R#w(1rSLGl=GP}5zSBrO7UAc2Tj2~}}B#O^8TjW_S zOb?4TFGlP?a3J|w{%TP%u^ZK|Rxyj%UTcWg*njZgZVkq#&z{ZA^@fMXJvM1f{5>+F zR2y|}ZoHh=Ms%i_)s64k=i95FN7fr_q?^*`=H?zT{jp6*Na*0%AW2ix_>WbcNh5I` z8Evk5LqC$U#M>fdHs5u3_j)f=bvmwoyogr28b7)G;d=g1Q)*4WZB@3Lipq}8V&79;h)c!7G@Y1pZ?5sIdMS2|JBt`Hz|3l%FDf~ ztE-KS&!ifDd-V8mMe=a<>yyVtM8wCU<_44UEUm306rLZZVmR_>7pFRf#}eH`1CT>^#f2^WfR`Mr}8P@vhRL<_zC__w~=h!nF1e&;EYMdMVF!$>uq~ zMXM;ok?WryP&3X>R7o`DI0;dBMvQ(FY8xGKTRG7t@ZmDI`#S1<$BzeXm00vMYfk6C z^+z*NGfR49dC9}e%PH|#u3TwpX+?;zDs`B)!9;JB5&pz^Wod@%()-&9S2D(zX4)hs zmQ|z9{_ZI9TI`ir(JAuWrI~I2WaG|*G?`*}Y`x##o~g1^{PJE_;*599rDWa7{@RC4 zsYZ-BiM@NJR##`)7@a+Pb`~ELZvO}OQ`FqdC@7e^I?%|#K&Jou+wd6fZ!d*lJTdVq&`f z{f&IC!QyDaR&pC@CXL@?RM}hYJE^gTzv5ox&z|ji$m(kU=VmU)%F>8i%#{qD?(#sl znsW|3{r&y%+IeAEIp5zYvt7cdLn)lYQCE%(?B)V(%u`M5Z! zz0%R1?=ItF{N*-zINW>o+zvf)YX>v))%{aqn>X&bjc3~V=TGJIaI=kRo>k|%?c2B8 z4mNmKRGi(-bxHE!7Up;Oa=Zq^pC4|ld&tC^_iGzHy?l~Z&UNf0mxbx>%Fq*8>2Dn- zdfr4w+e{B>Q0&;Tjbdpm<&Wk?$OiG6n2$9+qh{{gjMI) z561PL7I{nRE-t&dFBkULM#rGq2$}yXnVKp&lV#m~++lowOiWCOgj?8ncX?#vpvH&m z%6Cq0r#NQz^OU3{#ao5vWyviK4FPY@1n!`tduLudI8_lQ_7a~~{o#hH_{!o0Q+`+3 zbI!5J$v0X#jz=t7LzE3ie) zSau(cWL?TXfBqaX{}q($vM@f==GJ?B1-BW11yGx5rMHfX?lYF!s&QwxuV254kF_e( zkazRms`E6dti}!TH%7JX?T;H(g&jD0^f?xLT=A!mAFWrGT@tnPmJ5Yx^jDr9ID<7H zt*g6FUS8g`Io%sOpt~u&Y4w^lSq>BA6&m>D`Km@M)&tQ>JPuD- z+huAOmfP2=s;!}l#r1I)$yTIhJXYA!5{fPT?8%eYEYI2&M3Uy8K7AS_Vt07>XIi9A z!2>E5(IC!?iFBgjb#-du3qyjz$IKL()6K$XnJS0VHd0Y_;hopTYdo{*t&CYPNxO`) z{Mx4nn`D=^w)Q}Mob0oM=j>5->Z@|w+pjGyEzyfP9yu3$L}#p{NJ-P2Ea^4tx4e;m zcJRZE+6TfmJ?}5AGLG+NLKZJNGWjH(|IP#XJU#eu7U+w-~ z@Ngg}UdRm=EMtL`{Ry@}2q2IrME7;n8NO71je2WTFhOM+qM%f>G`!K8P?CS^) z&y*Xr2g%;Trzto)XMfLjurcT;^eDrc@?Tk=$y3O2oT9mPYeusfWrNmWYM>r}^Y7P8n($8C~t+{v!Uan!i({Fj1)=WpKZ z?;ibKpn&K4T-;@zBU&+3WqE#(_bv8sS)jIS4Ed-}x0G)D{1B63Kc?ILGtH#zPs^w0 zSV5d^ZYw#s?D2xF5*+5{<_f1y-Lqbrw>!YWA!lV{qdMuBGmf@=$eU3}eGAj^SEpoU zIZ^R1G8{F2gLW)#rG=uYVqEv`b%>~gKwG0;>C*$AadB}eX3fV?Z8^(Oyc6mYuU-*$ znvTc!e9v=pGw7*!A?!nLEXAaeXKD)dDlx_KxAcL-hZW|Q7e=1r!#Sdr!qrt&RiD2Q zG&=0+>Z*X|{q)6)7Zy%b9*-WKCrhC&_QDw~wf7PA#?P@rW#-!5w{Eg^Ha3n`i9Ahx zfQyT(%_VPn-sJ6RZ-%njvCijl7n2U>tt@}~`-Y>#T~+X6)6H9AkKFivswvGRkUZvY z?5~RqLgw+L)_X?iFP&>hxN?#Hm}!vpSci-OFpmP7V_mN=t3+a5jH;|gmi1ffxp4!7 z)@%obZ^1{Olcj(+O3R~p9((+i>5unP9-f{mu1ixF-)f{9mZh6DQ>D+KhAVh89QB`_ zon`8+{%B`nP!%RthTZb~^JmGw7aVo&B`(i@YOs-WxH;qE&5_mw%^b%I8rk;A-%)lC zh=^PUkkiPteEl7W#h}=SxeQzHxsv$Yss8HM?&MjGEKF#x%m)hSd|8{uUF^$x5j!^t zFYPckIeDJ>ZfH#kmo5c;f3I`WJ*frwEbREq-66NpcByXQ0X5W)7;He*{vXMaI~W;X zR%uHG%+A`s1zssb$*5aSz&rdNdx0};q}6Fe>@Bc@r&iL%@Dcod^0>OupA{}&4(|B# zC((JVh_(!M>N%UN4~Mw8cv+#xPAuec7wz7QZLg%$kF~{rdH*t}6H3%VUSg_K7x9$4-f3IX^W$EbY6`(3d znWKU+V!=|V#i@JK3mR6V0323(Cz)a1^6qk)vCnU}lhP+o@(T$Wp(>~)Tz-xo*fBB^ z-pfw_4IYYQ!`lby371z@rx={^VG_Qp7~Pqax7^_^)XI0<|K(C#U27`~BO~LU!Hb&b z&u_CEY

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