Project System

Yexi Jiang

School of Computing and Information Sciences Phone: 305-***-****

Florida International University Email: ********@**.***.***

Miami, FL, 33199

Research Interests

System Event Mining, Cloud Analytics, Large-scale Data Mining, Database, Information

Retrieval

Education

2010.8 - Present Ph.D student in Computer Science, Florida International University,

U.S.A

Advisor: Prof. Tao Li

2007.9 - 2010.7 M.S. School of Computer Science, Sichuan University, China

Advisor: Prof. Changjie Tang

2003.9 - 2007.7 B.S. School of Computer Science, Sichuan University, China

Selected Honors and Awards

2010 Excellent Graduates for Master Students

2009 IBM Fellowship for excellent Chinese student (80 students all over China)

2009 Excellent award of IBM PureXML Database Engineer contest (Student group)

2007 - 2009 Sichuan University Scholarship for Graduated Students

2007 Excellent Graduates for Undergraduates

2005 Excellent award of IBM CUP final competition

2004 - 2007 Scholarship of Sichuan University for undergraduate stduentsProfessional Experience

Research InternService Management Environments Group, 2011.5 - 2011.8

IBM T.J Watson Research Center New York, NY

Intelligent Cloud Capacity Management. This project focused on cloud capacity prediction,

one

of the emerging problems by which the cloud service providers are concerned. We proposed

an

integrated solution of intelligent cloud capacity estimation for the IBM Smart Cloud

Enterprise

(SCE) to reduce the unnecessary energy consumption.

Cloud Service Provisioning Demands Prediction. The promise of cloud computing is to

provide

computing resources instantly whenever they are needed. The state-of-the-art virtual

machine

(VM) provisioning technology can provision a VM in tens of minutes. This latency may

be satisfiable for non-urgent jobs but it is unacceptable for jobs that need to scale out

during

computation. We designed an online temporal data mining system for modeling and

predicting

the cloud VM demand, then provision VMs in advance.

Research Assistant Knowledge Discovery Research Group,

2010.8 - PresentFlorida International University Miami, FL

System Event Summarization. This project focuses on facilitating the diagnosis of

computer

systems based on system logs summarization. We proposed a novel framework called Natural

Event Summarization (NES) to summarizes the event log by capturing the temporal pattern

among events. Given the system log, NES is able to discovery the multi-party

relationships

among events and facilitate the analytic tasks of the system administrators.

Dynamic Query Form for Database Query. This project focuses on facilitating complicated

query tasks for users. We proposed a query system that is convenient for non-expert user

to query information from semi-structured data. The system is able to dynamically

generate

query form that satisfy the potential requirement of the users by inferencing the

intention of

the users during interaction.

Full-timeIntern Data Intelligence and Tools Group, 2009.3 - 2009.7

Microsoft Research Asia Beijing, China

Developed a frequent sequence mining algorithm based on distributed system, and applied

it to

analyze the Office user behavior dataset to discover causal knowledge about the how

different

users use the Office software. The mining result is used to ameliorate the layout of the

GUI

of Office series software.

Software EngineerMobey Technology Co.,Ltd. 2008.9 - 2009.2

Chengdu, China

Redesigned current database structure according to the requirement and improve the

efficiency

of using the data in database.

Implemented the web page classifier to classify the web pages in themes of live

information,

the classify result are used for live search.

Research AssistantDatabase and Knowledge Engineering Institute, 2007.3 - 2010.6Sichuan University Chengdu, China

Participated in the project of Knowledge Discovery on National Birth Defects, which was

supported by the 11-th Five-years Key Programs of NSF China. In charge of part of the

design of storage architecture, classification module and the interface development.

Participated in the project of Knowledge Discovery on Web Tag and Social Bookmark, which

is one of the Innovative Youth Foundation Project of Sichuan Province. In charge of the

web

tag analysis for the famous social network site del.icio.us.

Patent

1. System and Method for Cloud Provisioning Accelerator. With Charles Perng, Rong

Chang, Hidayatullah Shaikh, Edward So, Tao Tao, Meir Laker. Filed.

Invited Talks

1. Cloud Analytics for Capacity Planning and Instant VM Provisioning. IBM Student

Workshop for Frontiers of Cloud Computing, December 2nd, 2011.

Publication

1. Yexi Jiang, Chang-shing Perng, Tao Li, Rong Chang. Intelligent Cloud Capacity Man-

agement. IEEE/IFIP Network Operations and Management Symposium (NOMS), Hawaii,

USA, 16th-20th April, 2012.

2. Yexi Jiang, Chang-shing Perng, Tao Li, Rong Chang. ASAP: A Self-Adaptive Predic-

tion System for Instant Cloud Resource Demand Provisioning. IEEE International

Conference on Data Mining (ICDM), Vancouver, Canada, 11th-14th Decemeber, 2011.

3. Yexi Jiang, Chang-shing Perng, Tao Li. Natural Event Summarization. ACM Confer-

ence on Information and Knowledge Management (CIKM), Glasgow, Scotland, UK, 24th-

28th October, 2011.

4. Mingjie Tang, Weihang Wang, Yexi Jiang, Yuanchun Zhou, Jinyan Li, Peng Cui, Ying Liu

and Baoping Yan. Bird Bring Flues? Mining Frequent and High Weighted Cliques

from Birds Migration Network. Database System for Advanced Application (DASFAA).

Tsukuba, Japan, April 1-4, 2010.

5. Kaikuo Xu, Changjie Tang, Chuan Li, Yexi Jiang, Rong Tang. An MDL Approach to

Efficiently Discover Communities in Bipartite Network. Database System for Advanced

Application (DASFAA). Tsukuba, Japan, April 1-4, 2010.

6. Yexi Jiang, Changjie Tang, Kaikuo Xu, Yu Chen, Jie Gong, Liang Tang. CTSC: Core-Tag

oriented Spectral Clustering Algorithm on Web2.0 Tags. The International Conference

on Fuzzy Systems and Knowledge Discovery (FSKD). Tianjin, China, Augest 14-16, 2009.

7. Yexi Jiang, Changjie Tang, Kaikuo Xu, Lei Duan, Liang Tang, Jie Gong, Chuan Li. Core-

Tag Clustering for Web 2.0 based on Multi-Similarity Measurements. The Inter-

national Workshop on DataBase and Information Retrieval & Aspects in Evaluating Holistic

Quality of Ontology-based Information Retrieval (ApWeb Workshop). Suzhou, China, April

2-4, 2009.

8. Liang Tang, Changjie Tang, Lei Duan, Chuan Li, Yexi Jiang, Chunqiu Zeng. MovStream:

An efficient algorithm for monitoring clusters evolving in data streams, IEEE

International

Conference on Granular Computing. HangZhou, China, 2008.

Programming Skills

Programming Language: Proficiency in using Java, Javascript, C++; familiar with PHP, C,

Matlab,

Python

Operating System: Linux and Windows

Database: MySQL, Postgres SQL, MS SQL Server, MongoDB

Tools: MapReduce Platform, Vim, Eclipse, Visual Studio etc.

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