Ngexesha apho ukhuseleko lokudlala kwi-Intanethi lujongene nemiceli mngeni engazange ibonwe kwiindlela zobuqhetseba ezintsonkothileyo kunye nosoyikiso lwe-cyber, impumelelo emangalisayo kaSiddhey Mahadik ekukhokeleni iQela loKhuseleko lweMidlalo ye-Activision ye-Call of Duty: IMfazwe yanamhlanje ye-III ime njengobungqina bokusungula izinto ezintsha kunye nokugqwesa kobugcisa. Ngendima yakhe njengoMphathi weScrum kunye nenkokeli yophuhliso lokhuseleko, uMahadik usete amanqaku amatsha okuphunyezwa kokhuseleko lomdlalo, ngakumbi ekulweni ubuqhetseba kunye nokuqinisekisa ukudlala ngokufanelekileyo kwizigidi zabadlali kwihlabathi liphela. Umsebenzi wakhe uye wabaluleka ngakumbi njengoko ishishini lemidlalo lizamazamana nokunyuka kwezixhobo zobukrelekrele ezenziwe ngobukrelekrele kunye neenzame ezintsonkothileyo zokuqhekeza. Amabhongo eprojekthi yokuphucula ukhuseleko lwe-Call of Duty 2023 kunye ne-2024 edition imele umceli mngeni obalulekileyo kuphuhliso lomdlalo wale mihla, ngakumbi xa kujongwa isiseko sabadlali abaninzi kunye nobunzima bokugcina ukhuseleko kumaqonga amaninzi. Ngoxanduva lokulawula iqela leenjineli ezili-15 ezisebenza ngokunqamlezileyo kunye nokulungelelaniswa kuzo zonke izitudiyo zophuhliso lwemidlalo ezininzi, uMahadik wajongana nomsebenzi onzima wokuphumeza amanyathelo okhuseleko abukhali ngelixa egcina ukusebenza komdlalo kunye namava omsebenzisi. Olu lungelelwaniso lubuthathaka lufuna iindlela ezintsha zokuphunyezwa kokhuseleko ezinokukhula ngempumelelo kwizigidi zabadlali ngexesha elinye ngaphandle kokuchaphazela ukusebenza komdlalo. Embindini weli bali lempumelelo yayiyindlela entsonkothileyo yophunyezo lokufunda koomatshini kunye nolawulo lweprojekthi ye-agile. NjengoMphathi weScrum weQela lokuFunda loomatshini, uMahadik ukhokele uphuhliso lweenkqubo zokubona izinto ezingaqhelekanga ezithe zafikelela umyinge wama-90% wempumelelo ekuchongeni nasekuboniseni iipateni zobuqhetseba ngexesha lokwenyani-inkqubela phambili ebalulekileyo kubugcisa bokhuseleko lokudlala. Le nkqubo isebenzise iialgorithms zokufunda zoomatshini zangoku ukuhlalutya iipatheni zokuziphatha komdlali, idatha yentshukumo, kunye nezibalo zomdlalo ukuchonga imisebenzi enokubakho yokuqhatha ngokuchaneka okungazange kubonwe ngaphambili. Ukuphunyezwa kobugcisa kubandakanye ukudala imibhobho yedatha eyomeleleyo ekwaziyo ukusetyenzwa kweemali ezinkulu zedatha yokudlala umdlalo ngexesha langempela, ukuphuhlisa iimodeli zokufunda ngomatshini ezinobunkunkqele obunokuziqhelanisa neendlela ezintsha zokukhohlisa, kunye nokuphumeza iinkqubo ezisebenzayo zokusasaza ezinokutyhala uhlaziyo lokhuseleko ngaphandle kokuphazamisa amava okudlala. Iqela lika-Mahadik libe nguvulindlela kwiindlela ezintsha zokubonisa ubunjineli eziphucule ngokubonakalayo ukuchaneka kokuchongwa kobuqhetseba ngelixa kuncitshiswa ukuchaneka okungeyonyani - ibhalansi ebalulekileyo ekugcineni ukwaneliseka kwabadlali. Impembelelo yobunkokeli bakhe yanda ngaphaya kweemetrics zobugcisa. Ngokucwangciswa kobuchule kunye nolwabiwo lwezibonelelo olusebenzayo, iprojekthi ithe gqolo yahlala ngama-20% phambi kweshedyuli - impumelelo ebalaseleyo kuphuhliso lwesoftware entsonkothileyo. Lo mgca wexesha okhawulezileyo waphunyezwa ngelixa kugcinwe imigangatho ephezulu yomgangatho wekhowudi kunye nokuphunyezwa kokhuseleko, kubonisa ubuchule obukhethekileyo bokulawula iprojekthi. Ukukwazi kweqela ukugcina esi santya ngelixa lijongene nobunzima obukhoyo bophuhliso lokhuseleko lomdlalo kubonise isakhono sikaMahadik sokulungelelanisa izinto eziphambili ezikhuphisanayo kunye nokulawula amatyala obugcisa ngokufanelekileyo. Intsebenziswano yeCross-studio idlale indima ebalulekileyo kwimpumelelo yeprojekthi. Ngokubambisana nezitudiyo ezintathu zophuhliso lwemidlalo, uMahadik uququzelele ukuphuculwa kwemibhobho yokufunda koomatshini kuzo zonke izihloko ze-Call of Duty, kubandakanywa iMfazwe yanamhlanje ye-III kunye ne-Black Ops 6. Le ndlela yokubambisana ibangele ukuchaneka okuphuculweyo kunye nemilinganiselo yokhuseleko eyomeleleyo kwi-franchise. Imodeli yobambiswano awayisungulayo yaba yithempleyithi yentsebenziswano ye-cross-studio yexesha elizayo ngaphakathi kwe-Activision, ebonisa ixabiso lolwazi olwabelanayo kunye nezibonelelo ekujonganeni nemingeni enzima yobugcisa. Impumelelo izuze ukuqondwa kuwo onke amanqanaba ombutho, ngokuphunyezwa ngempumelelo kwee-binekly sprints kunye nokuphindaphindwa kwemveliso eqhubekayo kugcina i-2% yokuphucula izinga lokuphucula ngelixa idibana nazo zonke imilinganiselo yokhuseleko. Impumelelo yeprojekthi ibe ngumzekelo wokuphunyezwa kokhuseleko lomdlalo wexesha elizayo, ebonisa indlela ubunkokeli obusebenzayo kunye nolawulo lweprojekthi olucwangcisiweyo olunokuzisa iziphumo ezibalaseleyo kukhuseleko lokudlala. Ikhono leqela lokugcina inkqubela phambili ngelixa liziqhelanisa nemingeni emitsha yokhuseleko libonise ukomelela kwesakhelo sophuhliso esekwe nguMahadik. Kwinkalo yobugcisa obutsha, iqela likaMahadik libe nguvulindlela kwiindlela ezininzi zokuphumelela kukhuseleko lomdlalo. Baphuhlise iindlela zenoveli zokubona kunye nokuthintela ukuguqulwa kwememori ngexesha lokwenyani, baphumeza iiprothokholi ezintsonkothileyo ezikwidatha yomdlalo obuthathaka, kwaye bayile iindlela ezintsha zokuchonga kunye nokuthintela izixhobo ezingagunyaziswanga zomntu wesithathu. Olu tshintsho aluphuculanga ukhuseleko kuphela kodwa lube negalelo kwinkalo ebanzi yophando nophuhliso lokhuseleko lomdlalo. Impumelelo yeprojekthi ekuphumezeni izisombululo zokufunda koomatshini kukhuseleko zimele ukuqhubela phambili okubonakalayo kwindlela yoshishino lokudlala kumanyathelo okuchasa ukuqhatha. Ngokusebenzisa ii-algorithms ezintsonkothileyo kunye nesixa esikhulu sedatha yokudlala, iqela lika-Mahadik lenze iinkqubo ezikwaziyo ukufunda kunye nokuziqhelanisa neendlela ezintsha zokukhohlisa njengoko zivela. Le ndlela isebenzayo yokhuseleko imele utshintsho lweparadigm ukusuka kumanyathelo okhuseleko asebenzayo, ukubeka imigangatho emitsha kushishino. KuSiddhey Mahadik buqu, iprojekthi imele inqanaba elibalulekileyo kuphuhliso lokhuseleko lomdlalo, ebonisa amandla akhe okukhokela amanyathelo obuchule anzima ngelixa elawula amaqela asebenza ngokudibeneyo. Impumelelo yakhe ekuphuhliseni imephu yendlela yemveliso ka-2024 kumanyathelo okhuseleko lomdlalo, ebandakanya uvavanyo olubanzi lomngcipheko kunye nezicwangciso zokunciphisa, ubonise amandla akhe kucwangciso lobuchule kunye nokwenza. Imephu yendlela awayiphuhlisayo yaba yiplani yamanyathelo okhuseleko kwixesha elizayo kwizihloko ezininzi zemidlalo. Eli bali lempumelelo libonisa indlela ubunkokeli obucwangcisiweyo, xa budityaniswa netekhnoloji yokusika kunye neendlela ezisebenzayo zolawulo lweprojekthi, zinokuguqula ukuphunyezwa kokhuseleko lomdlalo. Iprojekthi yophuculo lokhuseleko lwanamhlanje ayibanga negalelo ekudaleni indawo yokudlala kodwa iseke imigangatho emitsha yokuphunyezwa kokhuseleko kushishino lokudlala. Impumelelo yeprojekthi ekulinganiseni imilinganiselo yokhuseleko eyomeleleyo kunye nokusebenza komdlalo okugqwesileyo kubonise amandla ezisombululo zobuchwepheshe obutsha ekujonganeni nemingeni enzima yokudlala. Ukujonga phambili, iimpembelelo zale projekthi impumelelo zidlulela ngaphaya kweempumelelo ezikhawulezileyo. Ibonisa indlela ulawulo lweprojekthi olusebenzayo kunye nezisombululo zobuchwepheshe ezitsha ezinokoyisa imingeni enzima yokhuseleko ngelixa inikezela ngexabiso elikhethekileyo kubadlali kunye nabachaphazelekayo. Njengoko ishishini lokudlala liqhubeka nokuvela, le projekthi ime njengomzekelo wokuphunyezwa kokhuseleko lomdlalo kwixesha elizayo, ibonisa indibaniselwano enamandla yobuchwepheshe bokufunda ngoomatshini, ubunkokeli obucwangcisiweyo, kunye nokugqwesa kokusebenza ekuqhubeni impumelelo yeprojekthi phantsi kobunkokeli obunobuchule bukaSiddhey Mahadik. Malunga noSiddhey Mahadik Ingcali ebalaseleyo kuphuhliso lokhuseleko lomdlalo, uSiddhey Mahadik uzimise njengengcaphephe ekhokelayo ekuphumezeni izisombululo zokhuseleko eziqhutywa ngoomatshini kwizihloko ezinkulu zemidlalo. Amava akhe abanzi afikelela kulo lonke uphuhliso lokhuseleko kunye nolawulo lweprojekthi kwimidlalo yeprofayile ephezulu, kubandakanya ukuhanjiswa ngempumelelo kohlaziyo olubalulekileyo lokhuseleko lokukhutshwa kweCall of Duty. Ngobuchule bokusetyenziswa komatshini wokusetyenziswa komatshini kunye neendlela ezikhawulezayo, uMahadik ubonakalise isakhono esikhethekileyo sokuphucula ukuhamba komsebenzi, ukuphumeza amanyathelo okhuseleko olutsha, kunye nokuqinisekisa imigangatho ephezulu yolawulo lomgangatho. Ubuchule bakhe bokudibanisa iimodeli zokufunda zoomatshini abakwizinga eliphezulu kunye nokuququzelela intsebenziswano ye-cross-studio iye yazisa ukugqwesa kokusebenza ngelixa igcina imfezeko yamava emidlalo kwizigidi zabadlali kwihlabathi liphela. Ubuchwephesha bakhe bobugcisa bunabela ngaphaya kwamanyathelo okhuseleko omdlalo wemveli ukubandakanya usetyenziso olucekethekileyo lobukrelekrele bokwenziwa kunye nokufunda koomatshini kukhuseleko lokudlala. Iindlela ezintsha zikaMahadik zokuphunyezwa kokhuseleko aziphuculanga kuphela amava okudlala kwizigidi zabadlali kodwa zikwanegalelo kwinguqu ebanzi yezenzo zokhuseleko kushishino lokudlala. Umsebenzi wakhe uyaqhubeka nokuba nefuthe kwindlela iinkampani zemidlalo ezijongana ngayo nemingeni yokhuseleko kwindawo eya inzima yedijithali. Eli bali lisasazwe njengokukhutshwa nguKashvi Pandey phantsi kweNkqubo yokuBloga yeShishini yeHackerNoon. Funda ngakumbi malunga nenkqubo . Apha
