Open access Jurnal SINTA 1
Earlier stage for straggler detection and handling using combined CPU test and LATE methodology
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 10 No. 5 (2020)
- ISSN
- 2722-2578, 2088-8708
- Published
- 2020-10-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
Using MapReduce in Hadoop helps in lowering the execution time and power consumption for large scale data. However, there can be a delay in job processing in circumstances where tasks are assigned to bad or congested machines called "straggler tasks"; which increases the time, power consumptions and therefore increasing the costs and leading to a poor performance of computing systems. This research proposes a hybrid MapReduce framework referred to as the combinatory late-machine (CLM) framework. Implementation of this framework will facilitate early and timely detection and identification of stragglers thereby facilitating prompt appropriate and effective actions.
Collaboration network of the authors
29 authors · 77 co-authorship links · 40 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Universiti Sains Malaysia
- Universiti of Malaysia Sabah
- Universiti Malaysia Perlis
- Liwa University
- Al-Ahliyya Amman University
- Woosong University
- Al-Aqsa University
- Other organisations
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Ibrahim AlShourbaji | Affiliation unknown | 4 |
| Mosleh M. Abualhaj | Al-Ahliyya Amman University | 2 |
| Alhamza Alalousi | Universiti Malaysia Perlis | 2 |
| Rozmie Razif Othman | Universiti Malaysia Perlis | 2 |
| Shahrul Nizam | Universiti Malaysia Perlis | 2 |
| Yu‐Beng Leau | Universiti of Malaysia Sabah | 2 |
| Ahamad Tajudin Khader | Universiti Sains Malaysia | 1 |
| Mohammed Azmi Al‐Betar | Affiliation unknown | 1 |
| Syibrah Naim | Woosong University | 1 |
| Mohammed A. Awadallah | Al-Aqsa University | 1 |
| Osama Ahmad Alomari | İstanbul Gelişim Üniversitesi | 1 |
| Zaid Abdi Alkareem Alyasseri | National University of Malaysia | 1 |
| Adnan Hasan Bdair AIghuraibawi | Universiti Sains Malaysia | 1 |
| Selvakumar Manickam | Universiti Sains Malaysia | 1 |
| Low Xian Wee | Universiti of Malaysia Sabah | 1 |
| Zhiwei Yan | China Internet Network Information Center | 1 |
| Yong Jin Park | Universiti of Malaysia Sabah | 1 |
| Arkan Hammoodi Hasan Kabla | Universiti Sains Malaysia | 1 |
| Shady Hamouda | Liwa University | 1 |
| Abdullah Ahmed Bahashwan | Universiti Sains Malaysia | 1 |
| Taief Alaa Al-Amiedy | Universiti Sains Malaysia | 1 |
| Iznan Husainy Hasbullah | Universiti Sains Malaysia | 1 |
| Serri Faisal | Liwa University | 1 |
| Mohammad Shahrul Mohd Shah | Universiti of Malaysia Sabah | 1 |
| Liang Zhao | Shenyang Aerospace University | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.