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Use Case Example: CyberInfrastructure-enabled Agent-Based Modeling

About you


Name:

Yan Liu

Overview


Title:

CyberInfrastructure-enabled Agent-Based Modeling

Description:

This use case provides a multi-user online problem-solving environment for agent-based modeling (ABM) users. The capabilities of this ABM to end users include parametric study of ABM parameters, stochastic runs, and cyberinfrastructure (CI)-based ABM computation.

Initial Status


Actors:

Application domain users that use ABM for domain-specific problem-solving (e.g., decision-making modeling in emergency management community)

Interfaces:

For ABM users, two types of interface are provided:

  1. Web user interface (UI). ABM UI is integrated in the problem-solving environment (i.e., CyberGIS Gateway) to support user interactions on ABM analysis creation, computation, monitoring, visualization, and collaboration
  2. Web service interface. The web service interface defines the service API for calling ABM through authenticated and authorized access. The provisioning of ABM Web service allows the access to ABM from CyberGIS Gateway and external collaborating web sites

 

Preconditions:

  • Access to CyberGIS Gateway or third-party collaborating web sites
  • Web browser with Web 2.0 (JavaScript and AJAX) support
  • ABM code integration on cyberinfrastructure
  • ABM service registration and configuration on CyberGIS service infrastructure

 

Basic Flow


Step-by-step Workflow:

  1. Registers and logs into CyberGIS Gateway
  2. Subscribes to ABM application and access the integrated analysis environment
  3. Prepares parameter file, runtime parameter values, and input datasets
  4. Create an ABM analysis by using the web interface and uploading input datasets
  5. ABM service is invoked to generate an ABM analysis job and submit it to Gateway job management services
  6. Gateway job management services create a set of ABM tasks based on parametric and stochastic configuration of the job, collect CI resources, and submit created tasks to CI for execution
  7. ABM tasks are executed on massive CI computational resources
  8. Output data is transferred back to CybeGIS Gateway 
  9. Gateway data and visualization service are invoked to publish output data as OGC-compliant feature and/or coverage services (WFS and/or WCS) and create visualizable mapping service
  10. User is notified of the completion of ABM job and access the visualization Web interface for interactive visualization based on different selection of parameter value combination

 

Post Conditions


Possible state(s) at end of use case:

  • ABM output is downloaded by user and published within Gateway as OGC data services
  • ABM output is shared to be viewed by other users 
  • Community users comment on a finished ABM analysis
  • Community users comment on ABM application itself

Alternative Flows


The computation of an ABM analysis fails and error report is generated and sent to user and CyberGIS administrators

Comments

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, シャネル バッグ カタログ

今日では、特にレイバンサングラス、グッチサングラス、ディオールサングラスやプラダからの多くの人気のスタイルは、レプリカモデルとして利用可能です
, シャネル バッグ マトラッセ レディース フラップバッグ ブラッ

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, ケイトスペード la

これは私の最初の本当のマルディグラのお祝いの一つであった。 昨年、私は(その教授がいかに人気があると思います)翌日統計試験があったが、その前の年、私は(それ自体のお祝いではないのビーズ、キラキラ、マスクソート)アイルランドにあった。 容認私はブギーシューズとして素晴らしく高貴な意図、2ドリンク、1甘い食品の選択と同じくらい踊りと一緒に夜始めた!
, ケイトスペード バッグ SIGNATURE SPADE LEATHER MADELYN フレイム

ヒューストン、テキサス州のホテルのスイートには、世界で最も強力なエネルギー会社は、ヒューストン、テキサス州の家のエナジーコリドーを呼び出すエナジーコリドーに位置しています。 キャンドルウッドスイーツシティーCentreEnergy回廊のゲストは、グローバルなビジネス、エンターテイメント、ダイニング、ショッピングの真っ只中にある。 医療センター、地域、I1/Katyフリーウェイとサムヒューストンの有料道路は、私たちの場所の近くにありますkatespadeそれはその期待が達成されるであろうという保証を与えることはできない
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, グッチ 財布 メンズ

あなたが眠っていることを忘れる助けるかもしれないいくつかの活動に取り組んでいます
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勝利は1990年にフロリダで彼の最初の年にさかのぼるグッチレプリカの21ストレートオープニング勝利だったし、それが勝利の列に行かなかった場合でも拍車製造はトロフィーケースにこれを置くことはありません
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コー??チはその出口、または工場、店舗では特に、グッチラスベガスを低価格を提供することで、景気減速に対応してきました
, グッチ 財布 メンズ

あなたが眠っていることを忘れる助けるかもしれないいくつかの活動に取り組んでいます
, グッチ FCG GGキャンバス METAL BAR メタルバー ベージュ/メタルグレー YPacC

勝利は1990年にフロリダで彼の最初の年にさかのぼるグッチレプリカの21ストレートオープニング勝利だったし、それが勝利の列に行かなかった場合でも拍車製造はトロフィーケースにこれを置くことはありません
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グッチの処方眼鏡ただし、タバコの使用は大幅にそれらの年の間に減少した
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また、グッチのwiki固体グッチウィキウィーク0ラインナップのほんの一部だ
, グッチ 二つ折り長財布レディースグッチシマレザーウィンターブルー233112aa61r4706グッチ財布

経験のあなたの年は資産の新たな戦略や手順グッチファスナー財布が発生した場合、それらがアンカーになって聞かせていないです
, http://www.starkweatherfriends.org/gucci2.php?product_id=485

グッチの処方眼鏡ただし、タバコの使用は大幅にそれらの年の間に減少した
, GUCCI 財布 新作

また、グッチのwiki固体グッチウィキウィーク0ラインナップのほんの一部だ
, グッチ 二つ折り長財布レディースグッチシマレザーウィンターブルー233112aa61r4706グッチ財布

経験のあなたの年は資産の新たな戦略や手順グッチファスナー財布が発生した場合、それらがアンカーになって聞かせていないです
, http://www.starkweatherfriends.org/gucci2.php?product_id=485

ただ、彼らは個人的に彼らのフィードバックを提出する場合に特に彼らに感謝してください
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多くのアプリケーションに自分自身を貸すと、一般的に最小限のグッチのジーンズの労力でオンライン記事や製品を説明するために使用されている何の変哲もない画像
, グッチ キャンバス ハンドバッグ/トートバッグ ベージュ/エボニー/ウィスタリアブルー

かつて彼らは、グッチ、xは我々が投票するより良い意思決定を行うことができるようになります透明にアディダスです
, http://www.starkweatherfriends.org/gucci2.php?product_id=475

ただ、彼らは個人的に彼らのフィードバックを提出する場合に特に彼らに感謝してください
, GUCCI サングラス メンズ

多くのアプリケーションに自分自身を貸すと、一般的に最小限のグッチのジーンズの労力でオンライン記事や製品を説明するために使用されている何の変哲もない画像
, グッチ キャンバス ハンドバッグ/トートバッグ ベージュ/エボニー/ウィスタリアブルー

かつて彼らは、グッチ、xは我々が投票するより良い意思決定を行うことができるようになります透明にアディダスです
, http://www.starkweatherfriends.org/gucci2.php?product_id=475

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