e Cloudera hetūāpapa ranu mō ngā raraunga, tātaritanga, me te AI, te whakaurunga ki a Snowflake, he kamupene Kapua Raraunga AI, hei kawe mai i tētahi whare raraunga ranu me te tuwhera mō ngā pakihi e whakakahangia ana e Apache Iceberg. Ināianei, ka taea e ngā whakahaere te whakamahi i te huinga o Cloudera me Snowflake—e rua ngā taputapu matua mō te tango raraunga, te tukatuka, me te whakamahi—kia whiwhi ai i tētahi puna kotahi o ngā māramatanga, ngā tātaritanga, me ngā kawenga mahi AI.
Ko te raraunga te rawa tino kaha o tētahi umanga. Ka akiaki i te whakatau whai whakaaro, ka whakarato i te painga whakataetae, ā, ka whakaatu i ngā whai wāhitanga mō te auahatanga. I whakaatuhia e tētahi rangahau i te tau 2022 nā KX me te Center for Economic and Business Research (CEBR) e 80% o ngā kamupene e ripoata ana i ngā moni whiwhi teitei ake nā te tātari raraunga wā-tūturu, ā, e 98% e ripoata ana i te pikinga o te kare ā-roto pai o ngā kiritaki nā te whakamahi raraunga. Heoi, kia tino whakamahia te mana o ngā raraunga, me whai pūtake kotahi, kotahi hoki ngā kamupene hei penapena, hei whakahaere, hei whakahaere hoki i ngā mōhiohio katoa a te kamupene, ahakoa kei hea.
Kua whakawhānui ake a Cloudera i tana mahi tahi a Open Data Lakehouse ki a Snowflake, e āhei ai ngā kiritaki ki te uru atu ki a Data Lakehouse a Cloudera mā tana putumōhio Apache Iceberg REST. Ka whai hua ngā kiritaki mai i tētahi tūāpapa raraunga kua arotauhia e Apache Iceberg, e āhei ai rātou ki te horomi, ki te whakarite, me te tukatuka i ā rātou raraunga me ngā taputapu pai rawa atu. Hei tāpiri, ka taea e ngā kaiwhakamahi Snowflake te uiui i ngā raraunga kua rongoatia ki roto i te Ozone a Cloudera, he otinga rokiroki mea kei te papa e hototahi ana ki te AWS S3, mai i Snowflake. Inaianei ka taea e ngā kiritaki te uru atu ki ngā whakatakotoranga nui katoa mai i tētahi mahi tahi, kei te papa me te tūāpapa, pērā i te Tūāpapa hei Ratonga (PaaS) me te Pūmanawa hei Ratonga (SaaS).
Haunga te whakahohe i te mahi tahi i waenga i ngā pūnaha e rua, ka wheako ngā kiritaki Cloudera i te ngāwari o te whakamahi i te miihini Pakihi Matauranga a Snowflake. Ka taea e te miihini te uru atu ki ngā raraunga mai i te whare raraunga tuwhera a Cloudera me te kore e hiahiatia te tāruarua, te whakawhiti rānei i ngā raraunga, ka whakaiti i te uauatanga, ka whakangawari i ngā mahi, me te pupuri i te pono o ngā raraunga.
Hei tāpiri atu, ka hua ake i tēnei mahi tahi te whakahekenga o te utu katoa o te mana whakahaere mō ngā kamupene. Ko te whakakorenga o ngā raraunga me ngā raraunga matihiko, te whakatikatika i ngā ara raraunga me ngā mahi whakahaere he mea nui ki tēnei whakahekenga utu. Mā ēnei whakapainga ka taea te tuku tātaritanga AI me ngā whakamahinga i te tauine nui ake, me te whakarei ake i te uara mō ngā kamupene e whakamahi ana i a Cloudera me Snowflake. Ehara i te mea ka arotau noa tēnei whakaurunga rautaki i ngā rerengamahi tātaritanga engari ka whakaratohia hoki he anga pakari mō ngā whakahaere ki te akiaki i te auahatanga me te whiwhi painga whakataetae i roto i ā rātou ake mākete.
Ko ngā painga tāpiri o tēnei whakaurunga ko:
- Ngā Ripanga Iceberg Whakahaeretia: Ka whakapai ake ngā ripanga Iceberg i te mahi me te pono o ngā raraunga, ka taea ai e ngā kiritaki tahi te iriti i te pūmanawa katoa o ā rātou raraunga mā te whakarite pai ake, ngā uiui tere ake, me te whakahaere raraunga māmā ake, ahakoa te wāhi e rongoa ana;
- Ngā miihini pai rawa atu: Ka whai hua ngā kiritaki tahi mai i ngā miihini taumata-teitei hei whakauru, hei whakarite, hei whakahaere hoki i ā rātou raraunga, kia taea ai te whakahaere maeneene i ngā kawenga mahi matauranga horihori (AI) me te matauranga pakihi;
- Haumarutanga me te whakahaere kotahi: Ka whakakotahi tēnei whakaurunga i te haumarutanga me te whakahaere raraunga puta noa i tōna huringa ora. Ka taea e ngā kiritaki tahi te whakamahi i ngā tikanga haumarutanga ōrite, te aroturuki i te takenga mai me te nekehanga o ngā raraunga, me te whakahaere i ngā raraunga raraunga i runga i te tūāpapa kotahi, i runga i te papaanga, i roto rānei i te kapua.
"Mā te whakawhānui ake i ō mātou āheinga whare raraunga tuwhera mā Apache Iceberg ki Snowflake, kei te āhei mātou i ō mātou kiritaki ki te arotau i ā rātou rerenga mahi raraunga, engari ki te whakatuwhera hoki i ngā whai wāhitanga hou mō te auahatanga, te whai huatanga, me te tipu," te kī a Abhas Ricky, te Āpiha Rautaki Matua i Cloudera. "Ma tēnei ka āwhina i ngā kiritaki ki te whakahaere i ō rātou hoahoa raraunga, ki te whakaiti i ngā paipa raraunga, me te whakaiti i te utu katoa o te mana pupuri i ā rātou rawa raraunga, me te whakaiti hoki i ngā mōrearea haumarutanga. Kei te kawe tahi a Snowflake me Cloudera i te wā e whai ake nei o te whakatau whakatau e whakahaerehia ana e te raraunga ki ngā whakahaere hou katoa."
"He whiringa matua a Apache Iceberg mō ngā kiritaki e hiahia ana ki ngā paerewa tuwhera mō ngā raraunga, ā, he wāhanga nui a Cloudera o te kaupapa Iceberg," te kī a Tarik Dwiek, te Upoko o ngā Hononga Hangarau i Snowflake. "Ka whakawhānui ake tā mātou mahi tahi i ngā mea ka taea e ngā kiritaki e whiriwhiri ana ki te whakarite paerewa i runga i ngā paerewa Iceberg. Kei te harikoa mātou ki te wawahi i ngā tūāpapa me te tuku i tētahi wheako kapua raraunga ranu kotahi me ngā tātaritanga mahi-maha mō ā mātou kiritaki katoa."
"Mā tēnei mahi tahi, ka uru atu ngā kiritaki ki tētahi tūāpapa whakahaere raraunga pakari, kotahi hoki e whakarato ana i tētahi pūtake pono mō ā rātou raraunga katoa, ahakoa kei roto i te kapua, kei runga rānei i te papa," te kī a Sanjeev Mohan, kaitātari i SanjMo. "Mā tēnei ka taea e rātou te whakahaere me te tiaki i ā rātou mahi raraunga me te tātari me te tango māramatanga puta noa i te huringa ora raraunga katoa - mai i te whakauru ki te AI me te tātari. He nekehanga rautaki tēnei nā ngā kamupene nunui e rua ki te mahi tahi i tētahi huarahi ka tāpiri uara tonu ki ngā pakihi."
Hei tāpiri atu ki tēnā, hei whakaū anō i tana whakapau kaha ki te whakatairanga i te whakamahinga o Iceberg, e harikoa ana a Cloudera ki te whakapuaki i te arokite hangarau o Cloudera Lakehouse Optimizer. Ka arotau motuhake tēnei ratonga hou i ō ripanga Iceberg, ka whakaitihia ake ngā utu, ā, ka whakapai ake i te mahi a tō whare roto. Ki te hiahia koe ki te ako atu mō tēnei arokite hangarau, pāwhiri ki konei.
