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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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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
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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
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おそらく、ヌークは、eリーダー市場でその袖を持っていることを最大のエッジはそのinthestoreサポートです。 700以上の小売業者など、多くの40,000としてリテールアドバイザー、およびインターネット上でトップ20に数えているサイトでは、ヌークは確かにその見込み顧客に到達するためのうらやましい立場にある。 あなたがしなければならすべてはバーンズノーブルにヌークを取ることであり、あなたは、WiFi経由で合わせたコンテンツへのアクセスを持っている。インスピレーションとしての課題を挙げkatespade
, ケイトスペード バッグ BOW BRIDGE HELENA セメント

コンテストは、あなたの聴衆を従事するための素晴らしい方法ですが、社会的な競技会は彼らの友人に従事することができ、あまりにも、あなたの典型的な大学の学生は、同じ人口統計の他人に囲まれています。 あなたの顧客があなたのFacebookページ、またはそれらの言及の友人があなたのウェブサイトから何かを購入する際の割引に誘う友人の数と成長の割引を提供する。 競争は、あなたが現金のために紐で縛らもしそうなら、これは特に魅力的な選択肢かもしれません、あまりにも、限られたリソースを使用して作成することが簡単にすることができます..katespadeメソジスト病院NW
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