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EFGMNOQRSH> XFCZ[\bcfiknrsvwxz~} O$$R$FesG`J|%*R$D{  "*c AA1? 3̙3ff@8+,!ʚ;r3ʚ;g4hdhd0Í<T0&ppp@ <4dddd=!0POvg4[d[dxč<T0p pW q___PPT10Q pp.$ Author.666___PPT9{?-2006-04-08 ~Quality Model for Data Selection, Simmhan, et al. (Sciflow '06)O  =4CG;=Towards a Quality Model for Data Selection in Collaboratories>>[Yogesh L. Simmhan Beth Plale & Dennis Gannon Computer Science Department Indiana University0\.Motivation: Data Driven Apps  ((Compute-intensive  in-silico experiments used in large collaboratories Built as dataflow applications using Workflow Frameworks that run on Grids Data Driven Applications composed of hundreds of tasks that hundreds of data products in the order of terabytes Generate derived data products that are reused by others in the Virtual OrganizationX Q  /  !,.'Data Selection Challenge(Workflows need input from raw instrument data and derived data (or model data) from other experiments Scientific data products are queried based on metadata Metadata is complex & not all metadata is exposed for query Query results are rarely exact & manual filtering needed Multiple  similar data products with different qualities for an application available: A goodness-of-fit problem ; %9-&Outline(Use Cases from Meteorology Quality Model Quality Metrics Quality Profile Evaluating Data Quality Implementation Related Work Future Work<) 28 2( 2)8(/(Use Cases from Meteorology(Linked Environments for Atmospheric Discovery (LEAD) Meteorology research & education project Intrinsic Metadata An atmospheric scientist performing 24 hour weather simulations over the continental US needs: Current weather data obtained from seven instrument data sources based on quality control flags meeting a certain threshold provided by Forecast Systems Lab Provenance A meteorologist compares the results of a prototype weather prediction model with a standard model s result for: the hurricane Katrina prefers derived data generated by the WRF forecasting model over the ARPS prediction model needs it configured with a smaller grid sizeqZ`ZZ ZqZZ^$ )   q-0)6Use Cases from Meteorology& (Quality of Service A postdoctoral student needs to select one of several data products, some of which are replicas: from different data repositories would like to balance the timeliness & reliability of staging the data products/replicas against their usability for his experiment Community Knowledge A high-school student, as part of her homework, needs to visualize precipitation data. She s not sure which one of several sources to use, and would like to use an expert user s opinion^ZaZZZZZ+Z.  5   C 2+ Quality ModelQuality Factor: Metadata attributes upon which users base their data quality expectation E.g. publisher, grid-resolution, throughput Metadata attributes for a data product are a set of name value(s) Quality Score: A standardized numerical scale (e.g.  7 to +7) that is a quality measurement for a quality factor (per user & application) Quality Metric: A function over a set of related quality factor scores that aggregates them into a quality score for that metric. Four classes of metrics are proposed, as motivated by the use cases: Intrinsic Metadata Data Provenance1 Quality of Service Community Perception Similar to content-based, economic & social filtering Each metric defined over a (possibly overlapping) set of attributesLzP  4 [sE" )z3,Intrinsic MetadataQuality Constraint: A user-specific rule used to map a quality factor s value to a quality score and its importance (weight). Intrinsic metadata metric is defined over inherent properties of the data. E.g. temporal range, domain keywords, quality flags User constraints map an attribute s value to its quality score Similar to traditional querying along with weightsqA    PrP@Data ProvenanceMetric defined over the derivation history of data, with attributes creating process, (e.g. WRF model, ADAS pre-processor) its input data products (e.g. guid:493a12ec-619d-4081-b751& ) configuration parameters (e.g. gridSize=0.1, threshold=29.2) Can use user-defined constraints on these attributes, but non-intuitive Process can be thought as a quality transformation function that uses input data (or their quality score) & configuration parameters to generate a quality score for output data products Use machine learning to derive the process quality function Provide sample data products with known scores for a process Build a decision tree for the process with the input data & parameters as variablesD?D""=:(E >4-Quality of Service:Metric based on ability to access & transfer data for an application use at a certain cost Availability, reliability, timeliness (throughput+data size), resource cost, accessiblity Allow users to trade-off QoS with other quality factors QoS metrics already exist for resource brokering, but we expose this to user;Z*  " P JSBCommunity PerceptionLDifferent user levels possible within organization. E.g. Expert, Peer, Student Leverage community knowledge about data quality available within users profiles What is the quality score assigned by a certain class of users to this data? Metric based on User constraints over Aggregate quality score for a data product by a user group Frequency of usage of data Balance privacy of user profiles against sharing of knowledgePMP&PVP>P9RM&V>Q?Evaluating the Quality ModelQuality Profile: A set of quality constraints for a user or their application that captures all quality requirements Global quality profile for user Application specific quality profiles Inheritance properties to make profiles reusable Overall Quality Score: The aggregated quality score evaluated for a data product by applying the quality metrics and quality profile to its metadata. Ways to convert, measure & aggregate quality factors into quality scores, per metric and for the data productTuwfw92Evaluating the Quality Model ;3ImplementationCurrently implementing a Virtual Organization-wide Data Quality Broker to provide quality scores for data products Applies users XML quality profiles to data product metadata to evaluate quality score Caches quality scores for data products, their metrics & decision trees created for processes Interacts with external information services like the myLEAD1 metadata catalog, Karma2 provenance service, and resource brokers Will be used for automated data selection of inputs for LEAD workflows at runtime~3  {<5 Related Work `Querying on metadata catalogs Queries usually restricted to intrinsic metadata without holistic search over all quality metrics Limited to sorting on attribute values& sophisticated ranking algorithms missing. Some automation using metadata ontologies DaQuinCIS1 data quality system User feedback used to evaluate credibility of publishers Ranking of results on publisher-trust & accuracy; no provenance, quality metrics Total data quality management (TDQM) Surveys to evaluate quality perception in business Error detection in data warehouses used to reconcile data from different sources Statistical quality control used with raw instrument data to find deviations & to flag outliersPP PP&PP`P  &` =4Conclusion & Future Work7Motivated the need for data quality metrics & quality metrics that are used Defined a quality model to evaluate quality constraints to provide a quality score Intuitive way for users to provide quality constraints. Can it be automated? 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B H # l4. ?1?"6?@`NNN?N Tmr$D0>6___PPT9 switch (publisher) {// Intrinsic Metadata Constraint case== National Weather Service } : return qualityScore=+7; case IN { NCEP ,  Unidata } : return qualityScore=+5; default : return qualityScore=0; } && return weight=0.3; switch (startDate) { case < 2005-11-31 : return qualityScore=-7; default : return qualityScore=0; } && return weight=0.1;Td "  3  3f  3f3f3f  3f 3f3f  3  3f  3f 3f3f c   %   hX`hpH H 0޽h ? hk]fܹz___PPT10Z.C+ksD'  = @B D' ;= @BA?%,( < +O%,( < +D' =%(D' =%(D8' =A@BB BB0B%(D' =1:Bvisible*o3>+B#style.visibility<*H%(D' =-g6B fade*<3<*H+8+0+H0 +v  0  ,(   r   S м.  `  .  r   S .  `  .     # l. ?1?"6?@`NNN?N Yr$D0>6___PPT9 switch (provenanceProcess) { // Provenance Constraint case IN { WRF } : return qualityScore=+7; default : return qualityScore= 7; } && return weight=0.1; return qualityScore=provenanceScore() && weight=0.2;" " 3 3f  3f 3f3f  3f3f   b8  %  @`H   0޽h ? hk]fܹz___PPT10Z.[p"H+ksD'  = @B D' ;= @BA?%,( < +O%,( < +D' =%(D' =%(D8' =A@BB BB0B%(D' =1:Bvisible*o3>+B#style.visibility<* %(D' =-g6B fade*<3<* +8+0+ 0 +^ 0  | 0L (  Lx L c $  `    x L c $! @%     L # l. ?1?"6?@`NNN?N `sr$D0>6___PPT9 switch (transferTimeSecs) { // QoS Constraint case < 10 : return qualityScore=+6; case > 60 : return qualityScore= 7; default : return qualityScore=+2; } && return weight=0.4; switch (resourceCost) { case <= 1000 : return qualityScore=+7; case <= 2500 : return qualityScore=0; case > 2500 : return qualityScore=-5; } && return weight=0.4;` " 33f  3f 3f  3f 3f3f  33f  3f 3f  3f 3f  3f3f `!   &     @`H L 0޽h ? hk]fܹz___PPT10Z.C+ksD'  = @B D' ;= @BA?%,( < +O%,( < +D' =%(D' =%(D8' =A@BB BB0B%(D' =1:Bvisible*o3>+B#style.visibility<*L%(D' =-g6B fade*<3<*L+8+0+L0 +  0 (  r  S 4`  `  `  r  S ` @ `S  `  t  # lH` ?1?"6?@`NNN?NC `F>6___PPT9 L2// Community Perception Constraint return qualityScore=expertUserScore() && weight=0.5; switch (usageFreqency) { // QoS Constraint case < 10 : return qualityScore=-6; case < 50 : return qualityScore=+1; case < 100 : return qualityScore=+5; default : return qualityScore=+7; } && return weight=0.4; 3 " # 3f3f  33f  3f 3f  3f 3f  3f 3f3f *2 2 2*  !     @`H  0޽h ? hk]fܹSK___PPT10+.[4b+D'  = @B D' ;= @BA?%,( < +O%,( < +D' =%(%(Dy' =%(D!' =4@BBBB%(D' =,54*3>Bfillcolor=@BPB<*D' =1:B solid*a3>Bfill.type<*D' =1:B true*]3>Bfill.on<*+} 0 p$(  r  S _`  `  `  r  S ``  ` `  H  0޽h ? hk]fܹ___PPT10i.[ j+D='  = @B +P 0 <>4>=E` :(  ` `  f1?"`d D<M ,$D0x ` c $B`  `  `  98 K E`MK: 4"  ` C x0D` ??"6?@`NNN?Nt 8  F Availability   3"  ` C x` ??"6?@`NNN?N 8   E Reliability   "  ` 3 rZ?G)H,Iq?"0?@NNN?N  8 "  `B 3 rZ?G)HIq?"0?@NNN?N 8 2" ` C x` ??"6?@`NNN?N I  D Throughput   ," ` C x ` ??"6?@`NNN?N. I{ >Cost " ` 3 rZ?GJH9I?"0?@NNN?N  I" `B 3 rZ?GIH^I?"0?@NNN?N U IC" ` C xt` ??"6?@`NNN?NI6 UProcess Metadata Attributes @" ` C x ` ??"6?@`NNN?N9   RInput Data Quality Score " ` 3 rZ?GFHtI?"0?@NNN?N LI ` 3 rZ?G}BHI}B?"0?@NNN?N 9 E" ` C x` ??"6?@`NNN?N8   WIntrinsic Metadata Attributes  ` S ~Z?G HI ??"0?@NNN?N 8 A" ` C x0` ??"6?@`NNN?N8   SExpert User Quality Score ?" ` C x` ??"6?@`NNN?N8 c  QPeer User Quality Score " ` 3 rZ?G)HfI@?"0?@NNN?NV 8 " `B 3 rZ?G)HI@?"0?@NNN?N =8 B" ` C x` ??"6?@`NNN?NI TAverage User Quality Score " `B 3 rZ?G)H 4IyG?"0?@NNN?N I= ` C x` ??"6?@`NNN?N ! OOverall Quality Score F" ` C x` ??"6?@`NNN?N   XDirect or Indirect Measurement F"  ` C xd` ??"6?@`NNN?N   XDirect or Indirect Measurement :" !` C xЬ` ??"6?@`NNN?N   LDirect Measurement :" "` C xH` ??"6?@`NNN?N =  LDirect Measurement <" #` C x` ??"6?@`NNN?N   NIndirect Measurement <" $` C xܸ` ??"6?@`NNN?N   NUser Defined Weights 8" %` C xX` ??"6?@`NNN?N4 7  JMachine Learning <" &` C x` ??"6?@`NNN?N    NUser Defined Weights <" '` C x` ??"6?@`NNN?NP S  NUser Defined Weights ~ (` NGHI  x" )` HH{(I^L  x" *`B HHI¸  x" +`B HHI   ~ ,` NG@HI@  @" -` C xL` ??"6?@`NNN?Np  RProvenance Quality Score @" .` C xl` ??"6?@`NNN?N* p-  RQuality of Service Score " /` 3 rZ?G)HFmIJ?"0?@NNN?N> p" 0`B 3 rZ?G)H"IJ?"0?@NNN?N  pJ" 1` C x` ??"6?@`NNN?N!p  \"Community Perception Quality Score## H" 2` C x` ??"6?@`NNN?N!pQ  Z Intrinsic Metadata Quality Score!! " 3`B 3 rZ?G)H.IJ?"0?@NNN?N p" 4` 3 rZ?G)HrIJ?"0?@NNN?N p<" 5` C x ` ??"6?@`NNN?N   NUser Defined Weights ~" 6` NG)H{I   x" 7` HHIl > x" 8`B HHIMa   x" 9`B HHI<   :` TGHI1 !  ;` N` " 9 JY \Quality Factor 8X <` N` " 1 K  IMeasure Q. Factor  =` NP` "  ;  LAggregate Q. Factors  >` Nd` " p  OQuality Score of Metric  ?` N` "  PAggregate Quality Scores  @` N` " 92 MOverall Quality Score a" A` C xDi ??"6?@`NNN?NcI  sInput Config Parameters  ~" B`B NGHtIyL IH ` 0޽h ? "` ` `"` ` `"```"``` ```!``````#``` #``` #``` `$`(` `%`)` !`%`*`"`&`+`#`'`,`5`-`/`5`.`0`5`1`3`5`2`4`$`2`6`%`-`7`&`.`8`'`1`9`5``:`A` `B` hk]fܹ___PPT10.Ck+ksD' = @B Dm' ;= @BA?%,( < +O%,( < +D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*`%(D' =-g6B fade*<3<*`D' =%(De' =%(D ' =4@BB@BB%()?)?Da' =.)7 BBBBB;M 0 3.42897E-6 L 0 -0.11754 *3>*B ppt_xB ppt_y=@0BBAApBBB۷p<*`D' =%(Da' =%(D ' =4@BB@BB%()?)?D]' =.%7 BBBBB7M 0 -0.11754 L 0 -0.21032 *3>*B ppt_xB ppt_y=@0BBAApBBBV}><*`D' =%(Da' =%(D ' =4@BB@BB%()?)?D]' =.%7 BBBBB7M 0 -0.21032 L 0 -0.30472 *3>*B ppt_xB ppt_y=@0BBAApBBB-UA<*`D' =%(Da' =%(D ' =4@BB@BB%()?)?D]' =.%7 BBBBB7M 0 -0.30472 L 0 -0.40977 *3>*B ppt_xB ppt_y=@0BBAApBBBJ!W<*`D' =%(Da' =%(D ' =4@BB@BB%()?)?D]' =.%7 BBBBB7M 0 -0.40977 L 0 -0.50417 *3>*B ppt_xB ppt_y=@0BBAApBBB-UA<*`+I 0 `Xh(  hr h S (0  `  0  r h S 0 @ `  0   h 0l[0  f  d1 Active Management of Scientific Data, Plale, et al., IEEE Internet Computing, 9(1) 2005 2 Performance Evaluation of the Karma Provenance Framework, Simmhan, et al., Intl Provenance & Annotation Workshop (IPAW), 20060P $  8-H h 0޽h ? hk]fܹ___PPT10i.C΋_+D='  = @B +, 0 C;p(  pr p S  j0  `  0  r p S j0 @ `I 0   p 0pq0  vg G1 The DaQuinCIS Architecture: A Platform for Exchanging and Improving Data Quality in Cooperative Information Systems, Scannapieco, et al., Information Systems, 2005R0P s, h $H p 0޽h ? hk]fܹ___PPT10i.CoNi+D='  = @B +} 0 l$(  lr l S 0  `   r l S g @ `Y   H l 0޽h ? hk]fܹ___PPT10i.CMb+D='  = @B +0 (  r  S / 0    H  0޽h ? hk]fܹ___PPT10i.X@+D='  = @B +'0 tl (  ^  S |,   i f  c $\ i |   i   Data driven workflows require input data products that come from raw or processed instrument sources, such as from sensors, and often from the output of other workflows that may have been run by the same scientist or other scientists; these are called derived data or model data; These data products are queried for based on the metadata for the data products, say through a portal interface, and here is where the problem arises: *) metadata for these data products tend to be complex; for example, the resource metadata for the international virtual observatory alliance is described by about 60 attributes and the federal geographic standard for geospatial data has potentially 300 metadata attributes *) also, the scientists are usually restricted to querying over only metadata that intrinsically describes the data product and not over related metadata like the provenance of the derived data or the quality of service for accessing the data *) also, the accuracy of the results depends on the ability to provide a precise query and further manual inspection of the results to select the one that is required *) users are confronted with several, possibly hundreds, of data products and have to select the best one for their application needs: what we term the goodness-of-fit problem The problem we re trying to solve can be stated as follows: How does a scientist select the best quality dataset or sets for their application from multiple that qualify? And the solution we propose is: to translate the subjective perception of the quality of the data into a quantitative score, through the use of quality metrics Traditional querying using name-value matching or range matching; sometime using ontologies Quality is subjective 4T  !E {$<o r H  0χg ? 3380___PPT10.C`QD{)0 0(  ^  S |,   i   c $$5i |   i  Privacy & trust of community users over her county to predict if it will rain the next day Four types of quality factors: Intrinsic Metadata, Data Provenance, Quality of Service, & Community Perception \oZ#*        H  0χg ? 3380___PPT10.C@z@,0 `P(  ^  S |,   i   c $Si |   i  F2Errors introduced by faulty data tend to propagateH  0χg ? 3380___PPT10.C` 0 8 0  (  ^  S |,   0 *   c $70 |   0  As we ve seen in other talks during the day, computational scientists in several domains, such as weather simulation, bio-chemistry, and earth sciences are working in large collaboratories and performing a significant part of their experiments within computational simulations, and these are commonly refered to as in-silico experiments as opposed to physically conducted wetlab experiments that bettina talked about; As bertram metioned, these experiments or applications frquently behave as dataflows, where scientific data products proceeds through potentially hundreds of steps, getting transformed, fused, and used by each task in the dataflow; Workflow frameworks provide an abstraction for modelling these dataflow applications and running them on resources provided by a Grid shard among the virtual organization. Increasingly, Scientists are dealing with large data driven applications, that use and produce gigabytes and terabytes of data products within a single experiment; The data products derived from an application are further used by other collaborators within the group for their own experiments;aP-,' /s >Fm2a -s 0$   H  0χg ? 3380___PPT10.Z?&0  (  ^  S |,   0   c $ |   0  The rest of the talk will be as follows: I ll present some use cases for data selection from the LEAD meteorology project that we re working; and this will also bring out some of the quality factors that need to be considered Then I ll more fully describe our proposed solution to the data selection problem that I motivated; which will be in the form of a quality model and associated metrics to evaluate data quality I touch upon the prototype for the quality framework that we re currently implementing, Then describe some other efforts in this research topic, And finally present future work that we re consideringl<_F'1*$6, H  0χg ? 3380___PPT10.Z^((0 \T0(  ^  S |,   0 N  c $ |   0  .The linked env. For atmos. Disco. is a met. Education and research projets, and one of the large-ITRs currently funded by NSF. The kinds of wf.s that we work with in LEAD go towards making weather forecasts in a manner that can adapt with the current weather. The users of LEAD are going to range from weather researchers who modify the prediction modules to studnets in highschool who use precomposed workflows for visualization. Some use cases for data selection that highlights some of the attributes that determine the quality: for a historical event, +'  H  0χg ? 3380___PPT10.ZP6+0 `(  ^  S |,   0   c $p0 |   0  vBases on the use cases, four types of quality factors emerge, and we define a quality metric for each of these classesH  0χg ? 3380___PPT10.Z.r Xcq+`[P[St20֨9;0&w"@ ;'78D;G n0%J0>JXRO0Towards a Quality Model for Data Selection in CollaboratoriesMotivation: Data Driven AppsData Selection ChallengeOutlineUse Cases from MeteorologyUse Cases from MeteorologyQuality ModelIntrinsic MetadataData ProvenanceQuality of ServiceCommunity PerceptionEvaluating the Quality ModelEvaluating the Quality ModelImplementation Related WorkConclusion & Future Work Questions  Fonts UsedDesign Template Slide Titles_xZ0    !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~Root EntrydO)Pictures-Current UserSummaryInformation(UPowerPoint Document(ZDocumentSummaryInformation8