AVAILABILITY OF THE JOBTRACKER MACHINE IN HADOOP/MAP-REDUCE IMPLEMENTATIONS
📄 Project Abstract
Due to the growing demand for Cloud Computing services, the need and importance of Distributed Systems cannot be underestimated. However, it is di_x000E_cult to use the traditional Message Passing Interface (MPI) ap- proach to implement synchronization, coordination,and prevent deadlocks in distributed systems. This di_x000E_culty is lessened by the use of Apache's Hadoop/MapReduce and Zookeeper to provide Fault Tolerance in a Homo- geneously Distributed Hardware/Software environment. In this thesis, a mathematical model for the availability of the JobTracker in Hadoop/MapReduce using Zookeeper's Leader Election Service is examined. Though the availability is less than what is expected in a k Fault Tolerance system for higher values of the hardware failure rate, this approach makes coordination and synchronization easy, reduces the e_x000B_ect of Crash failures, and provides Fault Tolerance for distributed systems. The availability model starts with a Markov state diagram for a general...
🔍 Key Research Areas Covered
- ✅ Literature Review & Theoretical Framework
- ✅ Research Methodology & Data Collection
- ✅ Data Analysis & Statistical Methods
- ✅ Findings & Results Discussion
- ✅ Recommendations & Conclusions
- ✅ References & Bibliography
📚 Complete Project Structure
- Problem Statement & Objectives
- Theoretical Framework & Related Studies
- Data Collection & Analysis Methods
- Findings & Statistical Analysis
- Recommendations & Future Research
- Questionnaires, Data, References
⭐ Why Choose This Computer Science Project Topics Project?
🎯 Well-Researched
Thoroughly researched with current and relevant sources
📊 Complete Data
Includes statistical analysis and detailed findings
✍️ Original Content
100% original research with proper citations
📝 Properly Formatted
APA/MLA formatting with table of contents
🎓 Supervisor Approved
Meets university standards and requirements
⚡ Instant Download
Immediate access after purchase
🔗 Related Computer Science Project Topics Project Topics
💬 What Students Say
"This project provided excellent guidance for my Computer Science Project Topics research. The methodology was clear and the data analysis helped me understand the proper approach."
AVAILABILITY OF THE JOBTRACKER MACHINE IN HADOOP/MAP-REDUCE IMPLEMENTATIONS
Full Citation:
Mensah Kwabena Patrick. (). AVAILABILITY OF THE JOBTRACKER MACHINE IN HADOOP/MAP-REDUCE IMPLEMENTATIONS. African and General Studies, 40, 14858.
Citation Formats:
APA
Mensah Kwabena Patrick. (). AVAILABILITY OF THE JOBTRACKER MACHINE IN HADOOP/MAP-REDUCE IMPLEMENTATIONS. African and General Studies, 40, 14858.
MLA
Mensah Kwabena Patrick. "AVAILABILITY OF THE JOBTRACKER MACHINE IN HADOOP/MAP-REDUCE IMPLEMENTATIONS." African and General Studies, vol. 40, , pp. 14858.
Chicago
Mensah Kwabena Patrick. "AVAILABILITY OF THE JOBTRACKER MACHINE IN HADOOP/MAP-REDUCE IMPLEMENTATIONS." African and General Studies 40 (): 14858.
Full Citation:
Mensah Kwabena Patrick. (). AVAILABILITY OF THE JOBTRACKER MACHINE IN HADOOP/MAP-REDUCE IMPLEMENTATIONS. African and General Studies, 40, 14858.
Citation Formats:
APA
Mensah Kwabena Patrick. (). AVAILABILITY OF THE JOBTRACKER MACHINE IN HADOOP/MAP-REDUCE IMPLEMENTATIONS. African and General Studies, 40, 14858.
MLA
Mensah Kwabena Patrick. "AVAILABILITY OF THE JOBTRACKER MACHINE IN HADOOP/MAP-REDUCE IMPLEMENTATIONS." African and General Studies, vol. 40, , pp. 14858.
Chicago
Mensah Kwabena Patrick. "AVAILABILITY OF THE JOBTRACKER MACHINE IN HADOOP/MAP-REDUCE IMPLEMENTATIONS." African and General Studies 40 (): 14858.
Document Details
| Author | Mensah Kwabena Patrick |
|---|---|
| 📁 Field | Computer Science Project Topics |
| 🏷️ Type | Management and Business project topics |
| Pages | 84 Pages |
| Words | 20791 words |
| 📘 Chapters | 1 to 5 Chapters |