diff --git a/data.tex b/data.tex index dbf7cba8..a52c0f1f 100644 --- a/data.tex +++ b/data.tex @@ -356,7 +356,7 @@ \subsection{Scale Factors} \ldbcsnb defines a set of scale factors (SFs), targeting systems of different sizes and budgets. SFs are computed based on the ASCII size \emph{in Gibibytes} of the generated output files using the \textsf{csv-singular-merged-fk} serializer (see \autoref{sec:serializers}).\footnote{This way of characterizing the size of the data set is identical to the scaling of TPC-H and TPC-DS.} -For both workloads, the SF1 data set is 1~GiB, the SF100 is 100~GiB, and the SF\numprint{10000} data set is \numprint{10000} GiB (not 10 TiB). +For both workloads, the SF1 data set is 1~GiB, SF100 is 100~GiB, and SF\numprint{10000} is \numprint{10000} GiB (not 10 TiB). However, \textbf{note that the two SNB workloads have different data sets} due with different folder structures. diff --git a/tables/table-number-of-entities-bi-initial.tex b/tables/table-number-of-entities-bi-initial.tex index dbe31c96..a665a972 100644 --- a/tables/table-number-of-entities-bi-initial.tex +++ b/tables/table-number-of-entities-bi-initial.tex @@ -4,40 +4,40 @@ \tiny \begin{tabular} {|>{\sffamily}c|>{\tt}l|r|r|r|r|r|r|r|r|r|r|} \hline - \tableHeaderFirst{C} & \tableHeader{File} & \tableHeader{SF1} & \tableHeader{SF3} & \tableHeader{SF10} & \tableHeader{SF30} & \tableHeader{SF100} & \tableHeader{SF300} & \tableHeader{SF\numprint{1000}} & \tableHeader{SF\numprint{3000}} & \tableHeader{SF\numprint{10000}} \\ \hline - N & Organisation & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} \\ - E & Organisation\_isLocatedIn\_Place & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} \\ \hline - N & Place & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} \\ - E & Place\_isPartOf\_Place & \numprint{1454} & \numprint{1454} & \numprint{1454} & \numprint{1454} & \numprint{1454} & \numprint{1454} & \numprint{1454} & \numprint{1454} & \numprint{1454} \\ \hline - N & Tag & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} \\ - E & Tag\_hasType\_TagClass & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} \\ \hline - N & TagClass & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} \\ - E & TagClass\_isSubclassOf\_TagClass & \numprint{70} & \numprint{70} & \numprint{70} & \numprint{70} & \numprint{70} & \numprint{70} & \numprint{70} & \numprint{70} & \numprint{70} \\ \hline \hline - N & Comment & \numprint{1739438} & \numprint{5343582} & \numprint{18196074} & \numprint{54737515} & \numprint{185495476} & \numprint{554017340} & \numprint{1876785283} & \numprint{5656073047} & \numprint{18880439325} \\ - E & Comment\_hasCreator\_Person & \numprint{1739438} & \numprint{5343582} & \numprint{18196074} & \numprint{54737515} & \numprint{185495476} & \numprint{554017340} & \numprint{1876785283} & \numprint{5656073047} & \numprint{18880439325} \\ - E & Comment\_hasTag\_Tag & \numprint{2176131} & \numprint{6754220} & \numprint{23113520} & \numprint{70035650} & \numprint{238074593} & \numprint{714772017} & \numprint{2426657766} & \numprint{7330444735} & \numprint{24505161117} \\ - E & Comment\_isLocatedIn\_Country & \numprint{1739438} & \numprint{5343582} & \numprint{18196074} & \numprint{54737515} & \numprint{185495476} & \numprint{554017340} & \numprint{1876785283} & \numprint{5656073047} & \numprint{18880439325} \\ - E & Comment\_replyOf\_Comment & \numprint{789020} & \numprint{2425043} & \numprint{8274158} & \numprint{25130258} & \numprint{85829276} & \numprint{258292038} & \numprint{883936628} & \numprint{2688432865} & \numprint{9045050101} \\ - E & Comment\_replyOf\_Post & \numprint{950418} & \numprint{2918539} & \numprint{9921916} & \numprint{29607257} & \numprint{99666200} & \numprint{294572950} & \numprint{992848655} & \numprint{2967640182} & \numprint{9835389224} \\ \hline - N & Forum & \numprint{100827} & \numprint{245524} & \numprint{667545} & \numprint{1659632} & \numprint{4611436} & \numprint{11642786} & \numprint{33168124} & \numprint{87364322} & \numprint{257338738} \\ - E & Forum\_containerOf\_Post & \numprint{1121226} & \numprint{2873419} & \numprint{8273491} & \numprint{21651342} & \numprint{64029217} & \numprint{171283445} & \numprint{519738978} & \numprint{1440235348} & \numprint{4461342990} \\ - E & Forum\_hasMember\_Person & \numprint{2909768} & \numprint{8780738} & \numprint{30201123} & \numprint{90198118} & \numprint{303838931} & \numprint{898932504} & \numprint{3004740356} & \numprint{8909683066} & \numprint{29398116490} \\ - E & Forum\_hasModerator\_Person & \numprint{100827} & \numprint{245524} & \numprint{667545} & \numprint{1659632} & \numprint{4611436} & \numprint{11642786} & \numprint{33168124} & \numprint{87364322} & \numprint{257338738} \\ - E & Forum\_hasTag\_Tag & \numprint{328584} & \numprint{809991} & \numprint{2207525} & \numprint{5467942} & \numprint{15195472} & \numprint{38372330} & \numprint{109341702} & \numprint{288057168} & \numprint{848359157} \\ \hline - N & Person & \numprint{10295} & \numprint{25066} & \numprint{68673} & \numprint{170654} & \numprint{473001} & \numprint{1193579} & \numprint{3399580} & \numprint{8955552} & \numprint{26384952} \\ - E & Person\_hasInterest\_Tag & \numprint{238052} & \numprint{589533} & \numprint{1608653} & \numprint{3978964} & \numprint{11057039} & \numprint{27923123} & \numprint{79573188} & \numprint{209648434} & \numprint{617405426} \\ - E & Person\_isLocatedIn\_City & \numprint{10295} & \numprint{25066} & \numprint{68673} & \numprint{170654} & \numprint{473001} & \numprint{1193579} & \numprint{3399580} & \numprint{8955552} & \numprint{26384952} \\ - E & Person\_knows\_Person & \numprint{173014} & \numprint{528896} & \numprint{1839354} & \numprint{5524302} & \numprint{18655515} & \numprint{55656915} & \numprint{187247788} & \numprint{559360185} & \numprint{1854528925} \\ - E & Person\_likes\_Comment & \numprint{1109813} & \numprint{3826649} & \numprint{14586377} & \numprint{48651549} & \numprint{184325690} & \numprint{605620715} & \numprint{2249224980} & \numprint{7279159053} & \numprint{25779776654} \\ - E & Person\_likes\_Post & \numprint{760455} & \numprint{2417873} & \numprint{8546995} & \numprint{26908834} & \numprint{98423296} & \numprint{314778935} & \numprint{1140808487} & \numprint{3619661715} & \numprint{12593759314} \\ - E & Person\_studyAt\_University & \numprint{8309} & \numprint{20113} & \numprint{55066} & \numprint{136614} & \numprint{378582} & \numprint{955425} & \numprint{2719877} & \numprint{7165145} & \numprint{21108848} \\ - E & Person\_workAt\_Company & \numprint{22044} & \numprint{54135} & \numprint{149581} & \numprint{371634} & \numprint{1029492} & \numprint{2598384} & \numprint{7398286} & \numprint{19491928} & \numprint{57416114} \\ \hline - N & Post & \numprint{1121226} & \numprint{2873419} & \numprint{8273491} & \numprint{21651342} & \numprint{64029217} & \numprint{171283445} & \numprint{519738978} & \numprint{1440235348} & \numprint{4461342990} \\ - E & Post\_hasCreator\_Person & \numprint{1121226} & \numprint{2873419} & \numprint{8273491} & \numprint{21651342} & \numprint{64029217} & \numprint{171283445} & \numprint{519738978} & \numprint{1440235348} & \numprint{4461342990} \\ - E & Post\_hasTag\_Tag & \numprint{751933} & \numprint{2305927} & \numprint{7865279} & \numprint{23426338} & \numprint{78380259} & \numprint{231621916} & \numprint{769380657} & \numprint{2273989086} & \numprint{7454473533} \\ - E & Post\_isLocatedIn\_Country & \numprint{1121226} & \numprint{2873419} & \numprint{8273491} & \numprint{21651342} & \numprint{64029217} & \numprint{171283445} & \numprint{519738978} & \numprint{1440235348} & \numprint{4461342990} \\ \hline\hline - \multicolumn{2}{|l|}{\bf Total nodes} & \numprint{2997352} & \numprint{8513157} & \numprint{27231349} & \numprint{78244709} & \numprint{254634696} & \numprint{738162716} & \numprint{2433117531} & \numprint{7192653835} & \numprint{23625531571} \\ - \multicolumn{2}{|l|}{\bf Total edges} & \numprint{17196776} & \numprint{51035227} & \numprint{170343945} & \numprint{505722361} & \numprint{1703042944} & \numprint{5078844191} & \numprint{17203259133} & \numprint{51881931133} & \numprint{173439201772} \\ \hline + \tableHeaderFirst{C} & \tableHeader{File} & \tableHeader{SF1} & \tableHeader{SF3} & \tableHeader{SF10} & \tableHeader{SF30} & \tableHeader{SF100} & \tableHeader{SF300} & \tableHeader{SF\numprint{1000}} & \tableHeader{SF\numprint{3000}} & \tableHeader{SF\numprint{10000}} & \tableHeader{SF\numprint{30000}} \\ \hline + N & Organisation & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} \\ + E & Organisation\_isLocatedIn\_Place & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} \\ \hline + N & Place & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} \\ + E & Place\_isPartOf\_Place & \numprint{1454} & \numprint{1454} & \numprint{1454} & \numprint{1454} & \numprint{1454} & \numprint{1454} & \numprint{1454} & \numprint{1454} & \numprint{1454} & \numprint{1454} \\ \hline + N & Tag & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} \\ + E & Tag\_hasType\_TagClass & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} \\ \hline + N & TagClass & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} \\ + E & TagClass\_isSubclassOf\_TagClass & \numprint{70} & \numprint{70} & \numprint{70} & \numprint{70} & \numprint{70} & \numprint{70} & \numprint{70} & \numprint{70} & \numprint{70} & \numprint{70} \\ \hline \hline + N & Comment & \numprint{1739438} & \numprint{5343582} & \numprint{18196074} & \numprint{54737515} & \numprint{185495476} & \numprint{554017340} & \numprint{1876785283} & \numprint{5656073047} & \numprint{18880439325} & \numprint{58666958815} \\ + E & Comment\_hasCreator\_Person & \numprint{1739438} & \numprint{5343582} & \numprint{18196074} & \numprint{54737515} & \numprint{185495476} & \numprint{554017340} & \numprint{1876785283} & \numprint{5656073047} & \numprint{18880439325} & \numprint{58666958815} \\ + E & Comment\_hasTag\_Tag & \numprint{2176131} & \numprint{6754220} & \numprint{23113520} & \numprint{70035650} & \numprint{238074593} & \numprint{714772017} & \numprint{2426657766} & \numprint{7330444735} & \numprint{24505161117} & \numprint{76236094545} \\ + E & Comment\_isLocatedIn\_Country & \numprint{1739438} & \numprint{5343582} & \numprint{18196074} & \numprint{54737515} & \numprint{185495476} & \numprint{554017340} & \numprint{1876785283} & \numprint{5656073047} & \numprint{18880439325} & \numprint{58666958815} \\ + E & Comment\_replyOf\_Comment & \numprint{789020} & \numprint{2425043} & \numprint{8274158} & \numprint{25130258} & \numprint{85829276} & \numprint{258292038} & \numprint{883936628} & \numprint{2688432865} & \numprint{9045050101} & \numprint{28244723682} \\ + E & Comment\_replyOf\_Post & \numprint{950418} & \numprint{2918539} & \numprint{9921916} & \numprint{29607257} & \numprint{99666200} & \numprint{294572950} & \numprint{992848655} & \numprint{2967640182} & \numprint{9835389224} & \numprint{30422235133} \\ \hline + N & Forum & \numprint{100827} & \numprint{245524} & \numprint{667545} & \numprint{1659632} & \numprint{4611436} & \numprint{11642786} & \numprint{33168124} & \numprint{87364322} & \numprint{257338738} & \numprint{728629666} \\ + E & Forum\_containerOf\_Post & \numprint{1121226} & \numprint{2873419} & \numprint{8273491} & \numprint{21651342} & \numprint{64029217} & \numprint{171283445} & \numprint{519738978} & \numprint{1440235348} & \numprint{4461342990} & \numprint{13148296221} \\ + E & Forum\_hasMember\_Person & \numprint{2909768} & \numprint{8780738} & \numprint{30201123} & \numprint{90198118} & \numprint{303838931} & \numprint{898932504} & \numprint{3004740356} & \numprint{8909683066} & \numprint{29398116490} & \numprint{90652090014} \\ + E & Forum\_hasModerator\_Person & \numprint{100827} & \numprint{245524} & \numprint{667545} & \numprint{1659632} & \numprint{4611436} & \numprint{11642786} & \numprint{33168124} & \numprint{87364322} & \numprint{257338738} & \numprint{728629666} \\ + E & Forum\_hasTag\_Tag & \numprint{328584} & \numprint{809991} & \numprint{2207525} & \numprint{5467942} & \numprint{15195472} & \numprint{38372330} & \numprint{109341702} & \numprint{288057168} & \numprint{848359157} & \numprint{2401607343} \\ \hline + N & Person & \numprint{10295} & \numprint{25066} & \numprint{68673} & \numprint{170654} & \numprint{473001} & \numprint{1193579} & \numprint{3399580} & \numprint{8955552} & \numprint{26384952} & \numprint{74689437} \\ + E & Person\_hasInterest\_Tag & \numprint{238052} & \numprint{589533} & \numprint{1608653} & \numprint{3978964} & \numprint{11057039} & \numprint{27923123} & \numprint{79573188} & \numprint{209648434} & \numprint{617405426} & \numprint{1747667501} \\ + E & Person\_isLocatedIn\_City & \numprint{10295} & \numprint{25066} & \numprint{68673} & \numprint{170654} & \numprint{473001} & \numprint{1193579} & \numprint{3399580} & \numprint{8955552} & \numprint{26384952} & \numprint{74689437} \\ + E & Person\_knows\_Person & \numprint{173014} & \numprint{528896} & \numprint{1839354} & \numprint{5524302} & \numprint{18655515} & \numprint{55656915} & \numprint{187247788} & \numprint{559360185} & \numprint{1854528925} & \numprint{5734470022} \\ + E & Person\_likes\_Comment & \numprint{1109813} & \numprint{3826649} & \numprint{14586377} & \numprint{48651549} & \numprint{184325690} & \numprint{605620715} & \numprint{2249224980} & \numprint{7279159053} & \numprint{25779776654} & \numprint{83352563279} \\ + E & Person\_likes\_Post & \numprint{760455} & \numprint{2417873} & \numprint{8546995} & \numprint{26908834} & \numprint{98423296} & \numprint{314778935} & \numprint{1140808487} & \numprint{3619661715} & \numprint{12593759314} & \numprint{40072928363} \\ + E & Person\_studyAt\_University & \numprint{8309} & \numprint{20113} & \numprint{55066} & \numprint{136614} & \numprint{378582} & \numprint{955425} & \numprint{2719877} & \numprint{7165145} & \numprint{21108848} & \numprint{59758459} \\ + E & Person\_workAt\_Company & \numprint{22044} & \numprint{54135} & \numprint{149581} & \numprint{371634} & \numprint{1029492} & \numprint{2598384} & \numprint{7398286} & \numprint{19491928} & \numprint{57416114} & \numprint{162518922} \\ \hline + N & Post & \numprint{1121226} & \numprint{2873419} & \numprint{8273491} & \numprint{21651342} & \numprint{64029217} & \numprint{171283445} & \numprint{519738978} & \numprint{1440235348} & \numprint{4461342990} & \numprint{13148296221} \\ + E & Post\_hasCreator\_Person & \numprint{1121226} & \numprint{2873419} & \numprint{8273491} & \numprint{21651342} & \numprint{64029217} & \numprint{171283445} & \numprint{519738978} & \numprint{1440235348} & \numprint{4461342990} & \numprint{13148296221} \\ + E & Post\_hasTag\_Tag & \numprint{751933} & \numprint{2305927} & \numprint{7865279} & \numprint{23426338} & \numprint{78380259} & \numprint{231621916} & \numprint{769380657} & \numprint{2273989086} & \numprint{7454473533} & \numprint{22896875734} \\ + E & Post\_isLocatedIn\_Country & \numprint{1121226} & \numprint{2873419} & \numprint{8273491} & \numprint{21651342} & \numprint{64029217} & \numprint{171283445} & \numprint{519738978} & \numprint{1440235348} & \numprint{4461342990} & \numprint{13148296221} \\ \hline\hline + \multicolumn{2}{|l|}{\bf Total nodes} & \numprint{2997352} & \numprint{8513157} & \numprint{27231349} & \numprint{78244709} & \numprint{254634696} & \numprint{738162716} & \numprint{2433117531} & \numprint{7192653835} & \numprint{23625531571} & \numprint{72618599705} \\ + \multicolumn{2}{|l|}{\bf Total edges} & \numprint{17196776} & \numprint{51035227} & \numprint{170343945} & \numprint{505722361} & \numprint{1703042944} & \numprint{5078844191} & \numprint{17203259133} & \numprint{51881931133} & \numprint{173439201772} & \numprint{539565683952} \\ \hline \end{tabular} \caption{The number of entities per SF and per file in the \emph{initial data set} used in the BI workload. Notation -- \textsf{C}: entity category, \textsf{N}: node, \textsf{E}: edge.} diff --git a/tables/table-number-of-entities-bi-raw.tex b/tables/table-number-of-entities-bi-raw.tex index 93fbaef9..2e228b42 100644 --- a/tables/table-number-of-entities-bi-raw.tex +++ b/tables/table-number-of-entities-bi-raw.tex @@ -7,36 +7,28 @@ \tiny \begin{tabular}{|>{\tt}l||r|r|r|r|r|r|r|r|r|r|r|r|} \hline - \tableHeaderFirst{File} & \tableHeader{SF1} & \tableHeader{SF3} & \tableHeader{SF10} & \tableHeader{SF30} & \tableHeader{SF100} & \tableHeader{SF300} & \tableHeader{SF\numprint{1000}} & \tableHeader{SF\numprint{3000}} & \tableHeader{SF\numprint{10000}} \\ \hline + \tableHeaderFirst{File} & \tableHeader{SF1} & \tableHeader{SF3} & \tableHeader{SF10} & \tableHeader{SF30} & \tableHeader{SF100} & \tableHeader{SF300} & \tableHeader{SF\numprint{1000}} & \tableHeader{SF\numprint{3000}} & \tableHeader{SF\numprint{10000}} & \tableHeader{SF\numprint{30000}} \\ \hline \hline\hline - static/Organisation & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} \\ - \hline - static/Place & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} \\ - \hline - static/Tag & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} \\ - \hline - static/TagClass & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} \\ - \hline - dynamic/Comment & \numprint{2391707} & \numprint{7275929} & \numprint{24318240} & \numprint{71971437} & \numprint{238859896} & \numprint{698717507} & \numprint{2305141269} & \numprint{6788314573} & \numprint{22203530429} \\ - dynamic/Comment\_hasTag\_Tag & \numprint{2903970} & \numprint{8957968} & \numprint{30193298} & \numprint{90186505} & \numprint{300936421} & \numprint{885843849} & \numprint{2934823389} & \numprint{8669809939} & \numprint{28414179030} \\ - \hline - dynamic/Forum & \numprint{106594} & \numprint{259629} & \numprint{705629} & \numprint{1754332} & \numprint{4876750} & \numprint{12314071} & \numprint{35084033} & \numprint{92411437} & \numprint{272234669} \\ - dynamic/Forum\_hasMember\_Person & \numprint{3260692} & \numprint{9831062} & \numprint{33637572} & \numprint{100176831} & \numprint{336799532} & \numprint{992219233} & \numprint{3299845513} & \numprint{9734943439} & \numprint{31952684743} \\ - dynamic/Forum\_hasTag\_Tag & \numprint{342040} & \numprint{841153} & \numprint{2294050} & \numprint{5682315} & \numprint{15787515} & \numprint{39868135} & \numprint{113622479} & \numprint{299293084} & \numprint{881501639} \\ - \hline - dynamic/Person & \numprint{10620} & \numprint{25870} & \numprint{70800} & \numprint{175950} & \numprint{487700} & \numprint{1230500} & \numprint{3505000} & \numprint{9232000} & \numprint{27200000} \\ - dynamic/Person\_hasInterest\_Tag & \numprint{246066} & \numprint{607394} & \numprint{1659221} & \numprint{4103933} & \numprint{11398465} & \numprint{28784564} & \numprint{82043446} & \numprint{216113647} & \numprint{636466970} \\ - dynamic/Person\_knows\_Person & \numprint{219450} & \numprint{668431} & \numprint{2304951} & \numprint{6880584} & \numprint{23116805} & \numprint{68313982} & \numprint{227125539} & \numprint{670962543} & \numprint{2201852957} \\ - dynamic/Person\_likes\_Comment & \numprint{1616891} & \numprint{5469630} & \numprint{20401119} & \numprint{66391084} & \numprint{243335846} & \numprint{776234551} & \numprint{2796244391} & \numprint{8801761184} & \numprint{30518383179} \\ - dynamic/Person\_likes\_Post & \numprint{844544} & \numprint{2659885} & \numprint{9328362} & \numprint{29137595} & \numprint{105650858} & \numprint{335953318} & \numprint{1210202589} & \numprint{3822741245} & \numprint{13258168236} \\ - dynamic/Person\_studyAt\_University & \numprint{8562} & \numprint{20755} & \numprint{56777} & \numprint{140829} & \numprint{390266} & \numprint{984945} & \numprint{2804285} & \numprint{7386305} & \numprint{21760681} \\ - dynamic/Person\_workAt\_Company & \numprint{22766} & \numprint{55826} & \numprint{154122} & \numprint{383107} & \numprint{1061627} & \numprint{2678190} & \numprint{7627121} & \numprint{20093569} & \numprint{59188556} \\ - \hline - dynamic/Post & \numprint{1192942} & \numprint{3056157} & \numprint{8781335} & \numprint{22948816} & \numprint{67764850} & \numprint{181024990} & \numprint{548192276} & \numprint{1516905453} & \numprint{4693293319} \\ - dynamic/Post\_hasTag\_Tag & \numprint{778511} & \numprint{2384596} & \numprint{8112750} & \numprint{24116550} & \numprint{80572324} & \numprint{237819624} & \numprint{789063560} & \numprint{2330311354} & \numprint{7634983368} \\ - \hline + static/Organisation & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & \numprint{7955} & TODO \\\hline + static/Place & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \numprint{1460} & \\\hline + static/Tag & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \numprint{16080} & \\\hline + static/TagClass & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \numprint{71} & \\\hline + dynamic/Comment & \numprint{2391707} & \numprint{7275929} & \numprint{24318240} & \numprint{71971437} & \numprint{238859896} & \numprint{698717507} & \numprint{2305141269} & \numprint{6788314573} & \numprint{22203530429} & \\ + dynamic/Comment\_hasTag\_Tag & \numprint{2903970} & \numprint{8957968} & \numprint{30193298} & \numprint{90186505} & \numprint{300936421} & \numprint{885843849} & \numprint{2934823389} & \numprint{8669809939} & \numprint{28414179030} & \\\hline + dynamic/Forum & \numprint{106594} & \numprint{259629} & \numprint{705629} & \numprint{1754332} & \numprint{4876750} & \numprint{12314071} & \numprint{35084033} & \numprint{92411437} & \numprint{272234669} & \\ + dynamic/Forum\_hasMember\_Person & \numprint{3260692} & \numprint{9831062} & \numprint{33637572} & \numprint{100176831} & \numprint{336799532} & \numprint{992219233} & \numprint{3299845513} & \numprint{9734943439} & \numprint{31952684743} & \\ + dynamic/Forum\_hasTag\_Tag & \numprint{342040} & \numprint{841153} & \numprint{2294050} & \numprint{5682315} & \numprint{15787515} & \numprint{39868135} & \numprint{113622479} & \numprint{299293084} & \numprint{881501639} & \\\hline + dynamic/Person & \numprint{10620} & \numprint{25870} & \numprint{70800} & \numprint{175950} & \numprint{487700} & \numprint{1230500} & \numprint{3505000} & \numprint{9232000} & \numprint{27200000} & \\ + dynamic/Person\_hasInterest\_Tag & \numprint{246066} & \numprint{607394} & \numprint{1659221} & \numprint{4103933} & \numprint{11398465} & \numprint{28784564} & \numprint{82043446} & \numprint{216113647} & \numprint{636466970} & \\ + dynamic/Person\_knows\_Person & \numprint{219450} & \numprint{668431} & \numprint{2304951} & \numprint{6880584} & \numprint{23116805} & \numprint{68313982} & \numprint{227125539} & \numprint{670962543} & \numprint{2201852957} & \\ + dynamic/Person\_likes\_Comment & \numprint{1616891} & \numprint{5469630} & \numprint{20401119} & \numprint{66391084} & \numprint{243335846} & \numprint{776234551} & \numprint{2796244391} & \numprint{8801761184} & \numprint{30518383179} & \\ + dynamic/Person\_likes\_Post & \numprint{844544} & \numprint{2659885} & \numprint{9328362} & \numprint{29137595} & \numprint{105650858} & \numprint{335953318} & \numprint{1210202589} & \numprint{3822741245} & \numprint{13258168236} & \\ + dynamic/Person\_studyAt\_University & \numprint{8562} & \numprint{20755} & \numprint{56777} & \numprint{140829} & \numprint{390266} & \numprint{984945} & \numprint{2804285} & \numprint{7386305} & \numprint{21760681} & \\ + dynamic/Person\_workAt\_Company & \numprint{22766} & \numprint{55826} & \numprint{154122} & \numprint{383107} & \numprint{1061627} & \numprint{2678190} & \numprint{7627121} & \numprint{20093569} & \numprint{59188556} & \\\hline + dynamic/Post & \numprint{1192942} & \numprint{3056157} & \numprint{8781335} & \numprint{22948816} & \numprint{67764850} & \numprint{181024990} & \numprint{548192276} & \numprint{1516905453} & \numprint{4693293319} & \\ + dynamic/Post\_hasTag\_Tag & \numprint{778511} & \numprint{2384596} & \numprint{8112750} & \numprint{24116550} & \numprint{80572324} & \numprint{237819624} & \numprint{789063560} & \numprint{2330311354} & \numprint{7634983368} & \\\hline \end{tabular} \centering - \caption{Properties of data sets for each scale factor for the raw data sets produced the Spark-based generator, used as a basis of the data sets of SNB Interactive v2.0 and SNB BI.} + \caption{Properties of data sets for each scale factor for the \emph{raw data sets} produced the Spark-based generator, used as a basis of the data sets of SNB Interactive v2.0 and SNB BI.} \label{tab:number-of-entities-bi-raw} \end{table} diff --git a/tables/table-number-of-entities-bi-updates.tex b/tables/table-number-of-entities-bi-updates.tex index 6ea497a2..26080429 100644 --- a/tables/table-number-of-entities-bi-updates.tex +++ b/tables/table-number-of-entities-bi-updates.tex @@ -4,44 +4,44 @@ \tiny \begin{tabular} {|>{\sffamily}c|>{\sffamily}c|>{\tt}l|r|r|r|r|r|r|r|r|r|} \hline - \tableHeaderFirst{T} & \tableHeader{C} & \tableHeader{File} & \tableHeader{SF1} & \tableHeader{SF3} & \tableHeader{SF10} & \tableHeader{SF30} & \tableHeader{SF100} & \tableHeader{SF300} & \tableHeader{SF\numprint{1000}} & \tableHeader{SF\numprint{3000}} & \tableHeader{SF\numprint{10000}} \\ \hline - I & N & Comment & \numprint{652269} & \numprint{1932347} & \numprint{6122166} & \numprint{17233922} & \numprint{53364420} & \numprint{144700167} & \numprint{428355986} & \numprint{1132241525} & \numprint{3323091103} \\ - I & E & Comment\_hasCreator\_Person & \numprint{652269} & \numprint{1932347} & \numprint{6122166} & \numprint{17233922} & \numprint{53364420} & \numprint{144700167} & \numprint{428355986} & \numprint{1132241525} & \numprint{3323091103} \\ - I & E & Comment\_hasTag\_Tag & \numprint{727839} & \numprint{2203748} & \numprint{7079778} & \numprint{20150855} & \numprint{62861828} & \numprint{171071832} & \numprint{508165623} & \numprint{1339365204} & \numprint{3909017913} \\ - I & E & Comment\_isLocatedIn\_Country & \numprint{652269} & \numprint{1932347} & \numprint{6122166} & \numprint{17233922} & \numprint{53364420} & \numprint{144700167} & \numprint{428355986} & \numprint{1132241525} & \numprint{3323091103} \\ - I & E & Comment\_replyOf\_Comment & \numprint{408491} & \numprint{1216510} & \numprint{3872589} & \numprint{10961292} & \numprint{33981364} & \numprint{92048927} & \numprint{272358361} & \numprint{718336661} & \numprint{2102670076} \\ - I & E & Comment\_replyOf\_Post & \numprint{243778} & \numprint{715837} & \numprint{2249577} & \numprint{6272630} & \numprint{19383056} & \numprint{52651240} & \numprint{155997625} & \numprint{413904864} & \numprint{1220421027} \\ - I & N & Forum & \numprint{5767} & \numprint{14105} & \numprint{38084} & \numprint{94700} & \numprint{265314} & \numprint{671285} & \numprint{1915909} & \numprint{5047113} & \numprint{14895929} \\ - I & E & Forum\_containerOf\_Post & \numprint{71716} & \numprint{182738} & \numprint{507826} & \numprint{1297451} & \numprint{3735615} & \numprint{9741528} & \numprint{28453210} & \numprint{76669773} & \numprint{231949432} \\ - I & E & Forum\_hasMember\_Person & \numprint{350924} & \numprint{1050322} & \numprint{3436445} & \numprint{9978585} & \numprint{32960000} & \numprint{93286265} & \numprint{295103572} & \numprint{825253679} & \numprint{2554550825} \\ - I & E & Forum\_hasModerator\_Person & \numprint{5767} & \numprint{14105} & \numprint{38084} & \numprint{94700} & \numprint{265314} & \numprint{671285} & \numprint{1915909} & \numprint{5047113} & \numprint{14895929} \\ - I & E & Forum\_hasTag\_Tag & \numprint{13456} & \numprint{31162} & \numprint{86525} & \numprint{214373} & \numprint{592043} & \numprint{1495805} & \numprint{4280777} & \numprint{11235864} & \numprint{33142429} \\ - I & N & Person & \numprint{325} & \numprint{804} & \numprint{2127} & \numprint{5296} & \numprint{14699} & \numprint{36921} & \numprint{105420} & \numprint{276448} & \numprint{815048} \\ - I & E & Person\_hasInterest\_Tag & \numprint{8014} & \numprint{17861} & \numprint{50568} & \numprint{124969} & \numprint{341426} & \numprint{861441} & \numprint{2470258} & \numprint{6465213} & \numprint{19061544} \\ - I & E & Person\_isLocatedIn\_City & \numprint{325} & \numprint{804} & \numprint{2127} & \numprint{5296} & \numprint{14699} & \numprint{36921} & \numprint{105420} & \numprint{276448} & \numprint{815048} \\ - I & E & Person\_knows\_Person & \numprint{46436} & \numprint{139535} & \numprint{465597} & \numprint{1356282} & \numprint{4461290} & \numprint{12657067} & \numprint{39877751} & \numprint{111602193} & \numprint{347323797} \\ - I & E & Person\_likes\_Comment & \numprint{507078} & \numprint{1642981} & \numprint{5814742} & \numprint{17739535} & \numprint{59010156} & \numprint{170613836} & \numprint{547019411} & \numprint{1522602131} & \numprint{4738606525} \\ - I & E & Person\_likes\_Post & \numprint{84089} & \numprint{242012} & \numprint{781367} & \numprint{2228761} & \numprint{7227562} & \numprint{21174383} & \numprint{69394102} & \numprint{203079530} & \numprint{664408922} \\ - I & E & Person\_studyAt\_University & \numprint{253} & \numprint{642} & \numprint{1711} & \numprint{4215} & \numprint{11684} & \numprint{29520} & \numprint{84408} & \numprint{221160} & \numprint{651833} \\ - I & E & Person\_workAt\_Company & \numprint{722} & \numprint{1691} & \numprint{4541} & \numprint{11473} & \numprint{32135} & \numprint{79806} & \numprint{228835} & \numprint{601641} & \numprint{1772442} \\ - I & N & Post & \numprint{71716} & \numprint{182738} & \numprint{507826} & \numprint{1297451} & \numprint{3735615} & \numprint{9741528} & \numprint{28453210} & \numprint{76669773} & \numprint{231949432} \\ - I & E & Post\_hasCreator\_Person & \numprint{71716} & \numprint{182738} & \numprint{507826} & \numprint{1297451} & \numprint{3735615} & \numprint{9741528} & \numprint{28453210} & \numprint{76669773} & \numprint{231949432} \\ - I & E & Post\_hasTag\_Tag & \numprint{26578} & \numprint{78669} & \numprint{247471} & \numprint{690212} & \numprint{2192065} & \numprint{6197708} & \numprint{19682903} & \numprint{56322268} & \numprint{180509835} \\ - I & E & Post\_isLocatedIn\_Country & \numprint{71716} & \numprint{182738} & \numprint{507826} & \numprint{1297451} & \numprint{3735615} & \numprint{9741528} & \numprint{28453210} & \numprint{76669773} & \numprint{231949432} \\ \hline - \multicolumn{3}{|l|}{\bf Total insert node operations} & \numprint{730077} & \numprint{2129994} & \numprint{6670203} & \numprint{18631369} & \numprint{57380048} & \numprint{155149901} & \numprint{458830525} & \numprint{1214234859} & \numprint{3570751512} \\ - \multicolumn{3}{|l|}{\bf Total insert edge operations} & \numprint{3943436} & \numprint{11768787} & \numprint{37898932} & \numprint{108193375} & \numprint{341270307} & \numprint{941500954} & \numprint{2858756557} & \numprint{7708806338} & \numprint{23129878647} \\ - \multicolumn{3}{|l|}{\bf Total insert operations} & \numprint{4673513} & \numprint{13898781} & \numprint{44569135} & \numprint{126824744} & \numprint{398650355} & \numprint{1096650855} & \numprint{3317587082} & \numprint{8923041197} & \numprint{26700630159} \\ \hline\hline - D & N & Comment & \numprint{11966} & \numprint{35147} & \numprint{110712} & \numprint{309712} & \numprint{959810} & \numprint{2597282} & \numprint{7704534} & \numprint{20373985} & \numprint{59821497} \\ - D & N & Forum & \numprint{212} & \numprint{459} & \numprint{1252} & \numprint{3220} & \numprint{8975} & \numprint{22699} & \numprint{64932} & \numprint{172181} & \numprint{506906} \\ - D & E & Forum\_hasMember\_Person & \numprint{2004} & \numprint{5002} & \numprint{12857} & \numprint{31647} & \numprint{86820} & \numprint{221834} & \numprint{609738} & \numprint{1565418} & \numprint{4544009} \\ - D & N & Person & \numprint{54} & \numprint{122} & \numprint{264} & \numprint{510} & \numprint{1265} & \numprint{2827} & \numprint{7285} & \numprint{18234} & \numprint{48251} \\ - D & E & Person\_knows\_Person & \numprint{5548} & \numprint{16704} & \numprint{57638} & \numprint{168900} & \numprint{560741} & \numprint{1604444} & \numprint{5140980} & \numprint{14599090} & \numprint{46275390} \\ - D & E & Person\_likes\_Comment & \numprint{12220} & \numprint{39660} & \numprint{138268} & \numprint{420001} & \numprint{1394595} & \numprint{4040199} & \numprint{12955551} & \numprint{36066934} & \numprint{112313459} \\ - D & E & Person\_likes\_Post & \numprint{1992} & \numprint{5869} & \numprint{18835} & \numprint{52070} & \numprint{169649} & \numprint{498070} & \numprint{1634887} & \numprint{4788019} & \numprint{15655650} \\ - D & N & Post & \numprint{1908} & \numprint{5004} & \numprint{13566} & \numprint{34948} & \numprint{100375} & \numprint{263354} & \numprint{767998} & \numprint{2067056} & \numprint{6267076} \\ \hline - \multicolumn{3}{|l|}{\bf Total delete node operations} & \numprint{14140} & \numprint{40732} & \numprint{125794} & \numprint{348390} & \numprint{1070425} & \numprint{2886162} & \numprint{8544749} & \numprint{22631456} & \numprint{66643730} \\ - \multicolumn{3}{|l|}{\bf Total delete edge operations} & \numprint{21764} & \numprint{67235} & \numprint{227598} & \numprint{672618} & \numprint{2211805} & \numprint{6364547} & \numprint{20341156} & \numprint{57019461} & \numprint{178788508} \\ - \multicolumn{3}{|l|}{\bf Total delete operations} & \numprint{35904} & \numprint{107967} & \numprint{353392} & \numprint{1021008} & \numprint{3282230} & \numprint{9250709} & \numprint{28885905} & \numprint{79650917} & \numprint{245432238} \\ \hline + \tableHeaderFirst{T} & \tableHeader{C} & \tableHeader{File} & \tableHeader{SF1} & \tableHeader{SF3} & \tableHeader{SF10} & \tableHeader{SF30} & \tableHeader{SF100} & \tableHeader{SF300} & \tableHeader{SF\numprint{1000}} & \tableHeader{SF\numprint{3000}} & \tableHeader{SF\numprint{10000}} & \tableHeader{SF\numprint{30000}} \\ \hline + I & N & Comment & \numprint{652269} & \numprint{1932347} & \numprint{6122166} & \numprint{17233922} & \numprint{53364420} & \numprint{144700167} & \numprint{428355986} & \numprint{1132241525} & \numprint{3323091103} & \numprint{} \\ + I & E & Comment\_hasCreator\_Person & \numprint{652269} & \numprint{1932347} & \numprint{6122166} & \numprint{17233922} & \numprint{53364420} & \numprint{144700167} & \numprint{428355986} & \numprint{1132241525} & \numprint{3323091103} & \numprint{} \\ + I & E & Comment\_hasTag\_Tag & \numprint{727839} & \numprint{2203748} & \numprint{7079778} & \numprint{20150855} & \numprint{62861828} & \numprint{171071832} & \numprint{508165623} & \numprint{1339365204} & \numprint{3909017913} & \numprint{} \\ + I & E & Comment\_isLocatedIn\_Country & \numprint{652269} & \numprint{1932347} & \numprint{6122166} & \numprint{17233922} & \numprint{53364420} & \numprint{144700167} & \numprint{428355986} & \numprint{1132241525} & \numprint{3323091103} & \numprint{} \\ + I & E & Comment\_replyOf\_Comment & \numprint{408491} & \numprint{1216510} & \numprint{3872589} & \numprint{10961292} & \numprint{33981364} & \numprint{92048927} & \numprint{272358361} & \numprint{718336661} & \numprint{2102670076} & \numprint{} \\ + I & E & Comment\_replyOf\_Post & \numprint{243778} & \numprint{715837} & \numprint{2249577} & \numprint{6272630} & \numprint{19383056} & \numprint{52651240} & \numprint{155997625} & \numprint{413904864} & \numprint{1220421027} & \numprint{} \\ + I & N & Forum & \numprint{5767} & \numprint{14105} & \numprint{38084} & \numprint{94700} & \numprint{265314} & \numprint{671285} & \numprint{1915909} & \numprint{5047113} & \numprint{14895929} & \numprint{} \\ + I & E & Forum\_containerOf\_Post & \numprint{71716} & \numprint{182738} & \numprint{507826} & \numprint{1297451} & \numprint{3735615} & \numprint{9741528} & \numprint{28453210} & \numprint{76669773} & \numprint{231949432} & \numprint{} \\ + I & E & Forum\_hasMember\_Person & \numprint{350924} & \numprint{1050322} & \numprint{3436445} & \numprint{9978585} & \numprint{32960000} & \numprint{93286265} & \numprint{295103572} & \numprint{825253679} & \numprint{2554550825} & \numprint{} \\ + I & E & Forum\_hasModerator\_Person & \numprint{5767} & \numprint{14105} & \numprint{38084} & \numprint{94700} & \numprint{265314} & \numprint{671285} & \numprint{1915909} & \numprint{5047113} & \numprint{14895929} & \numprint{} \\ + I & E & Forum\_hasTag\_Tag & \numprint{13456} & \numprint{31162} & \numprint{86525} & \numprint{214373} & \numprint{592043} & \numprint{1495805} & \numprint{4280777} & \numprint{11235864} & \numprint{33142429} & \numprint{} \\ + I & N & Person & \numprint{325} & \numprint{804} & \numprint{2127} & \numprint{5296} & \numprint{14699} & \numprint{36921} & \numprint{105420} & \numprint{276448} & \numprint{815048} & \numprint{} \\ + I & E & Person\_hasInterest\_Tag & \numprint{8014} & \numprint{17861} & \numprint{50568} & \numprint{124969} & \numprint{341426} & \numprint{861441} & \numprint{2470258} & \numprint{6465213} & \numprint{19061544} & \numprint{} \\ + I & E & Person\_isLocatedIn\_City & \numprint{325} & \numprint{804} & \numprint{2127} & \numprint{5296} & \numprint{14699} & \numprint{36921} & \numprint{105420} & \numprint{276448} & \numprint{815048} & \numprint{} \\ + I & E & Person\_knows\_Person & \numprint{46436} & \numprint{139535} & \numprint{465597} & \numprint{1356282} & \numprint{4461290} & \numprint{12657067} & \numprint{39877751} & \numprint{111602193} & \numprint{347323797} & \numprint{} \\ + I & E & Person\_likes\_Comment & \numprint{507078} & \numprint{1642981} & \numprint{5814742} & \numprint{17739535} & \numprint{59010156} & \numprint{170613836} & \numprint{547019411} & \numprint{1522602131} & \numprint{4738606525} & \numprint{} \\ + I & E & Person\_likes\_Post & \numprint{84089} & \numprint{242012} & \numprint{781367} & \numprint{2228761} & \numprint{7227562} & \numprint{21174383} & \numprint{69394102} & \numprint{203079530} & \numprint{664408922} & \numprint{} \\ + I & E & Person\_studyAt\_University & \numprint{253} & \numprint{642} & \numprint{1711} & \numprint{4215} & \numprint{11684} & \numprint{29520} & \numprint{84408} & \numprint{221160} & \numprint{651833} & \numprint{} \\ + I & E & Person\_workAt\_Company & \numprint{722} & \numprint{1691} & \numprint{4541} & \numprint{11473} & \numprint{32135} & \numprint{79806} & \numprint{228835} & \numprint{601641} & \numprint{1772442} & \numprint{} \\ + I & N & Post & \numprint{71716} & \numprint{182738} & \numprint{507826} & \numprint{1297451} & \numprint{3735615} & \numprint{9741528} & \numprint{28453210} & \numprint{76669773} & \numprint{231949432} & \numprint{} \\ + I & E & Post\_hasCreator\_Person & \numprint{71716} & \numprint{182738} & \numprint{507826} & \numprint{1297451} & \numprint{3735615} & \numprint{9741528} & \numprint{28453210} & \numprint{76669773} & \numprint{231949432} & \numprint{} \\ + I & E & Post\_hasTag\_Tag & \numprint{26578} & \numprint{78669} & \numprint{247471} & \numprint{690212} & \numprint{2192065} & \numprint{6197708} & \numprint{19682903} & \numprint{56322268} & \numprint{180509835} & \numprint{} \\ + I & E & Post\_isLocatedIn\_Country & \numprint{71716} & \numprint{182738} & \numprint{507826} & \numprint{1297451} & \numprint{3735615} & \numprint{9741528} & \numprint{28453210} & \numprint{76669773} & \numprint{231949432} & \numprint{} \\ \hline + \multicolumn{3}{|l|}{\bf Total insert node operations} & \numprint{730077} & \numprint{2129994} & \numprint{6670203} & \numprint{18631369} & \numprint{57380048} & \numprint{155149901} & \numprint{458830525} & \numprint{1214234859} & \numprint{3570751512} & \numprint{} \\ + \multicolumn{3}{|l|}{\bf Total insert edge operations} & \numprint{3943436} & \numprint{11768787} & \numprint{37898932} & \numprint{108193375} & \numprint{341270307} & \numprint{941500954} & \numprint{2858756557} & \numprint{7708806338} & \numprint{23129878647} & \numprint{} \\ + \multicolumn{3}{|l|}{\bf Total insert operations} & \numprint{4673513} & \numprint{13898781} & \numprint{44569135} & \numprint{126824744} & \numprint{398650355} & \numprint{1096650855} & \numprint{3317587082} & \numprint{8923041197} & \numprint{26700630159} & \numprint{} \\ \hline\hline + D & N & Comment & \numprint{11966} & \numprint{35147} & \numprint{110712} & \numprint{309712} & \numprint{959810} & \numprint{2597282} & \numprint{7704534} & \numprint{20373985} & \numprint{59821497} & \numprint{} \\ + D & N & Forum & \numprint{212} & \numprint{459} & \numprint{1252} & \numprint{3220} & \numprint{8975} & \numprint{22699} & \numprint{64932} & \numprint{172181} & \numprint{506906} & \numprint{} \\ + D & E & Forum\_hasMember\_Person & \numprint{2004} & \numprint{5002} & \numprint{12857} & \numprint{31647} & \numprint{86820} & \numprint{221834} & \numprint{609738} & \numprint{1565418} & \numprint{4544009} & \numprint{} \\ + D & N & Person & \numprint{54} & \numprint{122} & \numprint{264} & \numprint{510} & \numprint{1265} & \numprint{2827} & \numprint{7285} & \numprint{18234} & \numprint{48251} & \numprint{} \\ + D & E & Person\_knows\_Person & \numprint{5548} & \numprint{16704} & \numprint{57638} & \numprint{168900} & \numprint{560741} & \numprint{1604444} & \numprint{5140980} & \numprint{14599090} & \numprint{46275390} & \numprint{} \\ + D & E & Person\_likes\_Comment & \numprint{12220} & \numprint{39660} & \numprint{138268} & \numprint{420001} & \numprint{1394595} & \numprint{4040199} & \numprint{12955551} & \numprint{36066934} & \numprint{112313459} & \numprint{} \\ + D & E & Person\_likes\_Post & \numprint{1992} & \numprint{5869} & \numprint{18835} & \numprint{52070} & \numprint{169649} & \numprint{498070} & \numprint{1634887} & \numprint{4788019} & \numprint{15655650} & \numprint{} \\ + D & N & Post & \numprint{1908} & \numprint{5004} & \numprint{13566} & \numprint{34948} & \numprint{100375} & \numprint{263354} & \numprint{767998} & \numprint{2067056} & \numprint{6267076} & \numprint{} \\ \hline + \multicolumn{3}{|l|}{\bf Total delete node operations} & \numprint{14140} & \numprint{40732} & \numprint{125794} & \numprint{348390} & \numprint{1070425} & \numprint{2886162} & \numprint{8544749} & \numprint{22631456} & \numprint{66643730} & \numprint{} \\ + \multicolumn{3}{|l|}{\bf Total delete edge operations} & \numprint{21764} & \numprint{67235} & \numprint{227598} & \numprint{672618} & \numprint{2211805} & \numprint{6364547} & \numprint{20341156} & \numprint{57019461} & \numprint{178788508} & \numprint{} \\ + \multicolumn{3}{|l|}{\bf Total delete operations} & \numprint{35904} & \numprint{107967} & \numprint{353392} & \numprint{1021008} & \numprint{3282230} & \numprint{9250709} & \numprint{28885905} & \numprint{79650917} & \numprint{245432238} & \numprint{} \\ \hline \end{tabular} \caption{The number of entities per SF and per file in the \emph{update data sets} used in the BI workload. Notation -- \textsf{T}: update type, \textsf{I}: insert, \textsf{D}: delete; \textsf{C}: entity category, \textsf{N}: node, \textsf{E}: edge.}