PhD in Computer Science, High Performance Computing, Anyang University, South Korea.

 Teaching Experience 10 Years, Research 14 years

Structured and OOP Programming, Distributed Network, Artificial Intelligence, Mobile Computing, Database, Game Theory, Algorithm, Empirical Research Methods.

Journal:

• Md Salah Uddin,Mizanur Rahman,Samaun Hasan, S.M. Rana, M. Allayear,(2019). A Fuzzy TOPSIS Approach for Big Data Analytics Platform Selection. Journal of Advances in Computer Engineering and Technology, 5(1), 49-56.
• M. Allayear et al., “Human Face Detection in Excessive Dark Image by Using Contrast Stretching, Histogram Equalization and Adaptive Equalization,”International Journal of Engineering and Technology (UAE), vol.7, no. 4, pp 3984-3989, December 2018. DOI: 10.14419/ijet.v7i4.13713 (Index: DOAJ, ProQuest, WorldCat, etc.)

• Salah Uddin, Mahmudur Rahman, Md. Nahid Hasan, Shaikh Muhammad Allayear, Mizanur Rahman, Md. Samaun Hasan, Shah Muhammad Sadiur Rahman "AR & VR Based Child Education in Context of Bangladesh", Saudi Journal of Engineering and Technology Abbreviated Key Title: Saudi J Eng Technol ISSN 2415-6272 (Print) |ISSN 2415-6264 (Online),DOI: 10.36348/sjeat.2019.v04i12.005.
• Z. Raj, N. T. Anika, Z. S. Anandi, S. Sarker, U. K. Ridoy, S. Hasan, S. M. Allayear, S. Uddin, “Creating awareness about traffic jam through engaged use of stop motion animation: boomerang.” International Journal of Engineering &Technology, 7 (4) (2018) 6801-6809, DOI:10.14419/ijet.v7i4.24691 (SJR ranking: Q4)
• M. Javed Mehedi Shamrat, Shaikh Muhammad Allayear and Md. Ismail Jabiullah "Implementation of a Smart AC Automation System with Room Temperature Prediction ", Journal of the Bangladesh Electronic Society, Volume 18, Issue 1-2, June-December 2018, ISSN: 1816-1510, pp: 23-32.
• S.M.Allayear, et al, 2018, "Simplified MapReduce Mechanism for Large Scale Data Processing". International Journal of Engineering and Technology (UAE) 2018. ISSN 2227-524X.  (Scopus Indexed).
• Mohammad Salah Uddin, SM Allayear, NC Das, FA Talukder: A Location Based Time and Attendance System, International Journal of Computer Theory & Engineering, Volume 6 issue 1.
• Shaikh Muhammad Allayear, Md. Salahuddin, Sung Soon Park and Rayhanul Islam Rumel: “Implementation of Hadoop Online Based MapReduce Mechanism to Process Big Data in Mobile Cloud Environment (MCC),” The 2nd FTRA International Conference on Ubiquitous Computing Application and Wireless Sensor Network (UCAWSN-14). 
• Shaikh Muhammad Allayear, Md. Salahuddin, Delwar Hossainand Sung Soon Park: “The Emergence of Modified Hadoop online based MapReduce technology in Cloud Environment,” Fifth Big Data Benchmarking, Germany, 2014. 
• Shaikh Muhammad Allayear, Jannatul Ferdaus, Md. Salahuddin and Sung Soon Park: “Towards Adapting NAS Mechanism over Solid State Disks,” , e-ISSN: 2278-0661,p-ISSN: 2278-8727, Volume 16, Issue 5, Ver. VIII (Sep – Oct. 2014), PP 31-39 www.iosrjournals.org. 
• Shaikh Muhammad Allayear, Md. Salahuddin and Sung Soon Park: “The Architectural Design of Healthcare Service with Big-Data Storing Mechanism,” , e-ISSN: 2278-0661,p-ISSN: 2278-8727, Volume 16, Issue 5, Ver. VIII (Sep – Oct. 2014), PP 81-94 www.iosrjournals.org.
•  Shaikh Muhammad Allayear, Sung Soon Park and Sunwan choi. “iSCSI Protocol aptation Mechanism with Network Attached Storage Cluster System for Wireless Environment.” Korean Internet Society Journal(KIS). 2011.
•  Md Nawab Yousuf Ali, Shamim H. Ripon and Shaikh Muhammad Allayear, “UNL Based Natural Text Conversion: Predicate Preserving Parser Approach,” International Journal of Computer Issues (IJCSI), Volume 9, Issue 3, No. 3, pp. 259-265. May 2012.
• Shaikh Muhammad Allayear, Sung Soon Park and Shamim H. Ripon, “Adaptation Mechanism of iSCSI Protocol for NAS Storage Solution in Wireless Environment,” Massive Data Storage and Processing 2012 (MIDP2012), Springer-Verlag Berlin Heidelberg 2012. LNCS 7419. (SCI Indexed). 
• S.M.Allayear, Sung Soon Park: “iSCSI Multi-Connection and Error Recovery Method for Remote Storage System in Mobile Appliance.” The 2006 International Conference on Computational and It’s Applications (ICCSA2006), Glasgow- Scotland. Springer-Verlag Berlin Heidelberg 2006, LNCS 3981, pp.641-650 (SCI Indexed). 
• S.M. Allayear, S.S Park, Cheon Shik Kim: “iSCSI Protocol Parameter Optimization for Mobile Appliance Remote Storage System at Smart Home Environment Approach,” ICUCT-2006, Jeju, South Korea. Springer-Verlag Berlin Heidelberg 2006, LNCS 4412, pp.110-119, (SCI Indexed).
• Cheonshik Kim, Myunghee Jung, S.M.Allayear and S.S Park: “Personalized E-Learning Process Using Effective Assessment and Feedback,” Advances in Hybrid Information Technology,2007.  Jeju, South Korea. Springer-Verlag Berlin Heidelberg 2006, LNCS 4413, pp.63-72. (SCI Indexed).

BOOK CHAPTER 

• Salah Uddin, Md. Asaduzzaman, Rafia Farzana, Md. Samaun Hasan, Mizanur Rahman, Shaikh Muhammad Allayear. (2019). “Implementation of Smart Indoor Agriculture System and Predictive Analysis.” Springer Nature Singapore Pte Ltd. 2019 M. Singh et al. (Eds.): ICACDS 2019, CCIS 1045, pp. 424–435, 2019. https://doi.org/10.1007/978-981-13-9939-8_38(SJR ranking: Q3) [Scopus].
• FM Javed Mehedi Shamrat, Shaikh Muhammad Allayear, Md Farhad Alam, Md Ismail Jabiullah, Razu Ahmed "A Smart Embedded System Model for the AC Automation with Temperature Prediction", Springer Nature Singapore Pte Ltd. 2019 M. Singh et al. (Eds.): ICACDS 2019, CCIS 1045, pp. 343-355, 2019. https://doi.org/10.1007/978-981-13-9942-8_33(SJR ranking: Q3) [Scopus].
• Mahfuzur Rahman, Sheikh Shah Mohammad Motiur Rahman, Shaikh Muhammad Allayear, Md. Mainul Islam, Md. Fazlul Karim Patwary and Md Tahsir Ahmed Munna , “A Sentiment Analysis Based Approach for Understanding the User Satisfaction on Android Application,” Advances in Intelligent Systems and Computing - Springer, (ISSN 2194-5357),(2019) (Scopus Indexed, DOI: 10.1007/978-981-15-1097-7_33).
• S.M.Allayear, et al., “A Cloud of Things (CoT) Approach for Monitoring Product Purchase and Price Hike,” in Lecture Notes in Networks and Systems, ICTIDS 2019, Springer, 2019. (Index: Scopus, ISI Proceedings, etc.). 
• Fahimuzzaman Sohan, Sheikh Shah Mohammad Motiur Rahman, Md Tahsir Ahmed Munna, Shaikh Muhammad Allayear, Md. Habibur Rahman and Md. Mushfiqur Rahman, “NStackSenti: A Multi-Level Approach Using N-gram with Stacked Generalization for Detecting the Sentiment of Users,” Communications in Computer and Information Science - Springer, (ISSN 1865-0929),(2018) (Scopus Indexed, DOI:10.1007/978-981-15-1718-1_4).
• S.M.Allayear, et al., “Relative Direction: Location Path Providing Method for Allied Intelligent Agent,” in Advances in Computing and Data Sciences, ICACDS 2018, Communications in Computer and Information Science, vol. 905, M. Singh, et al., Ed. Publisher: Springer, 2018, pp. 381-391. DOI: https://doi.org/10.1007/978-981-13-1810-8_38 (Index: Scopus, ISI Proceedings, DBLP, etc.) ·         S.M.Allayear, et al, 2018, “Prediction Model for Prevalence of Type-2 Diabetes Mellitus Complications with Machine Learning Approach,”  International Symposium on Big Data Management and Analytics(BIDMA 2018), Calgary, Canada. LNCS, © Springer International Publishing 2018. ·         Shaikh Muhammad Allayear, Md. Salahuddin, Fayshal Ahmed, and Sung Soon Park: “Introducing iSCSI Protocol on Online Based MapReduce Mechanism,” ICCSA 2014, Part V, LNCS 8583, pp. 691–706, 2014. © Springer International Publishing Switzerland 2014
• Shaikh Muhammad Allayear, Sung Soon Park, Shamim H. Ripon and Gyeong Hun Kim“Adaptation Mechanism of iSCSI Protocol for NAS Storage Solution in Wireless Environment,” in book Web-Age Information Management, Lecture Notes in Computer Science, 7419, Chapter 12, pp. 109-118, 2012, Springer Berlin Heidelberg.
• S.M.Allayear, Sung Soon Park: “iSCSI Multi-Connection and Error Recovery Method for Remote Storage System in Mobile Appliance,” in book Computational and It’s Applications. ICCSA 2006, pp 641-650. ·         S.M. Allayear, S.S Park, Cheon Shik Kim: “iSCSI Protocol Parameter Optimization for Mobile Appliance Remote Storage System at Smart Home Environment Approach,” in book Ubiquitous Convergence Technology. pp.110-119.
• Cheonshik Kim, Myunghee Jung, S.M.Allayear and S.S Park: Personalized E-Learning Process Using Effective Assessment and Feedback, in book Advances in Hybrid Information Technology, pp.63-72.   CONFERENCES 
• Samaun Hasan, Mohammad Ali, Mizanur Rahman, Hosne Ara Arju, Mirza Mohtashim Alam, Md. Salah Uddin and Shaikh Muhammad Allayear "Heritage Building Era Detection using CNN" ,IOP Conference Series: Materials Science and Engineering, Volume 617, 5th International Conference on Chemical Materials and Process 1–3 May 2019,doi:10.1088/1757-899X/617/1/012016, Chulalongkorn University, Bangkok, Thailand [Scopus].

• Samaun Hasan, S. Rayhan Kabir, Md. Akhtaruzzaman,Muhammad Jafar Sadeq, Mirza Mohtashim Alam, Shaikh Muhammad Allayear, Md. Salah Uddin, Mizanur Rahman, Rokeya Forhat, Rafita Haque, Hosne Ara Arju and Mohammad Ali "Identification of Construction Era for Indian Subcontinent Ancient and Heritage Buildings by using Deep Learning" Fifth International Congress on Information & Communication Technology (ICICT 2020), UK (On Press) [Scopus]
• FM Javed Mehedi Shamrat, Shaikh Muhammad Allayear, Md Farhad Alam, Md Ismail Jabiullah, Razu Ahmed,” A Smart Embedded System Model for the AC Automation with Temperature Prediction,” International Conference on Advances in Computing and Data Sciences (ICACDS), April 2019, pp: 343-355.
• S.M.Allayear, et al, 2018, “Relative Direction: Location Path Providing Method for Allied Intelligent Agent”,  International Conference on Advances in Computing and Data Sciences (ICACDS-2018), Dehradun, India. LNCS, © Springer International Publishing 2018. 
• Mirza Mohashim Alam, Md Tahsir Ahmed Munna, Shaikh Muhammad Allayear, Joly Ferdous Ara, Kaushik Sarker: “Prediction Model for Prevalence of Type-2 Diabetes Complications with ANN Approach Combining with K-Fold Cross Validation and K-Means Clustering.” Future of Information and Communication Conference (FICC) 2018, Singapore.
• Mirza Mohashim Alam, Md Tahsir Ahmed Munna, Shaikh Muhammad Allayear: “HAAR Cascade Classifier and Lucas-Kanade Based .bject Tracker with Custom Masking Technique.” Future of Information and Communication Conference (FICC) 2018, Singapore.
• Mirza Mohtashim Alam, Shaikh Muhammad Allayear, Kabirul Islam, Karishma Mohiuddin, Mehedi Hassan, Arshad Haque: “A Machine Learning approach to analyze and reduce features to a significant number for employee’s turn over Prediction Model.” Computing Conference 2018, London UK.
• Rayhan Kabir, Mirza Mohashim Alam, Md Tahsir Ahmed Munna, Shaikh Muhammad Allayear: “A Computational Technique for Intelligent Computers to learn and identify the Human’s Relative Directions.” International Conference on Information Technology, Communications and Computing (ICITCC 2017), Bhopal (M.P.), India.
• Pronaya Prosun Das, Shaikh Muhammad Allayear, Ruhul Amin and Zahida Rahman, “Bangladeshi Dialect Recognition using MFCC, Delta, Delta-delta and GMM.” International Conference on Advanced Computational Intelligence, ICACI 2016, Thailand.
• Ullah Mohammad Hasmat, Sung Soon Park, Sunwan Choi and Shaikh Muhammad Alla year. “Content-Based Middleware for Sensor-Cloud Integration.“ The 3rd International Conference on Internet (ICONI 2011). Springer LNCS, Malaysia.
• Shaikh Muhammad Allayear, Sung Soon Park, Md. Nawab Yousuf Ali, Ullah Mohammad Hasmat, “Error Recovery Mechanism for iSCSI Protocol Based Mobile NAS Cluster System,” International Conference on Recent Trends in Information Processing & Computing (IPC) Kuala Lumpur, Malaysia, November 14-15, 2011, pp. 78-83. (2011).
• Md. Nawab Yousuf Ali, Shaikh Muhammad Allayear, M. Ameer Ali, Golam Sorwar, “Generation of Bangla Text from Universal Networking Language Expression,” International Conference on Recent Trends in Information Processing & Computing (IPC) Kuala Lumpur, Malaysia, November 14-15, 2011, pp. 84-90.
• Md. Zakir Hossian, Md. Nawab Yousuf Ali, Shaikh Muhammad Allayear, Jugal Krishna Das, “Development of Templates for Dictionary Entries of Bangla Roots and Primary Suffixes for Universal Networking Language,” International Conference on Asian Language Processing (IALP 2010), Harbin, China, pp. 43-46.
• S.M Allayear, S.S Park: “An Evaluated iSCSI Protocol for an Embedded Multi-Agent Based Health Care Service.” Future Generation Communication and Networking, 2008. FGCN \'08. Second International Conference (BSBT-2008), China, Volume: 3 Page(s): 67 – 71.
• S.M Allayear, S.S Park and Jaechun No. “iSCSI Protocol Adaptation With NAS System Via Wireless Environment”. International Conference on Consumer Electronics (ICCE), Las Vegus, USA. 2008.pp 1-2.
• S.M Allayear, S.S Park and Jaechun No: iSCSI Protocol Adaptation with 2-way TCP Hand Shake Mechanism for an Embedded Multi-Agent Based Health Care Service. Proceeding MAMECTIS\'08 Proceedings of the 10th WSEAS international conference on Mathematical methods, computational techniques and intelligent systems, pp250-255. USA 2008.
• S.M Allayear, S.S Park: “iSCSI Protocol Adaptation Mechanism with NAS Cluster System For Wireless Environment.” The 8^th WSEAS International Conference on Applied Informatics and Communications (AIC’08), Greece, 2008.

• M.Allayear, Sung Soon Park: “Secure E-Voting System With Secure Storage Media,” Proceeding of the 23^rd KIPS Spring Conference 2005 (Kips7_151). Korea.

• M.Allayear, Sung Soon Park: “RSA Based Digital Signature For Secure Authentication,” Proceeding of the 23^rd KIPS Spring Conference 2005 (Kips7_153). Korea.

CONFERENCES 

• Samaun Hasan, Mohammad Ali, Mizanur Rahman, Hosne Ara Arju, Mirza Mohtashim Alam, Md. Salah Uddin and Shaikh Muhammad Allayear "Heritage Building Era Detection using CNN" ,IOP Conference Series: Materials Science and Engineering, Volume 617, 5th International Conference on Chemical Materials and Process 1–3 May 2019,doi:10.1088/1757-899X/617/1/012016, Chulalongkorn University, Bangkok, Thailand [Scopus].

• Samaun Hasan, S. Rayhan Kabir, Md. Akhtaruzzaman,Muhammad Jafar Sadeq, Mirza Mohtashim Alam, Shaikh Muhammad Allayear, Md. Salah Uddin, Mizanur Rahman, Rokeya Forhat, Rafita Haque, Hosne Ara Arju and Mohammad Ali "Identification of Construction Era for Indian Subcontinent Ancient and Heritage Buildings by using Deep Learning" Fifth International Congress on Information & Communication Technology (ICICT 2020), UK (On Press) [Scopus]
• FM Javed Mehedi Shamrat, Shaikh Muhammad Allayear, Md Farhad Alam, Md Ismail Jabiullah, Razu Ahmed,” A Smart Embedded System Model for the AC Automation with Temperature Prediction,” International Conference on Advances in Computing and Data Sciences (ICACDS), April 2019, pp: 343-355.
• S.M.Allayear, et al, 2018, “Relative Direction: Location Path Providing Method for Allied Intelligent Agent”,  International Conference on Advances in Computing and Data Sciences (ICACDS-2018), Dehradun, India. LNCS, © Springer International Publishing 2018. 
• Mirza Mohashim Alam, Md Tahsir Ahmed Munna, Shaikh Muhammad Allayear, Joly Ferdous Ara, Kaushik Sarker: “Prediction Model for Prevalence of Type-2 Diabetes Complications with ANN Approach Combining with K-Fold Cross Validation and K-Means Clustering.” Future of Information and Communication Conference (FICC) 2018, Singapore.
• Mirza Mohashim Alam, Md Tahsir Ahmed Munna, Shaikh Muhammad Allayear: “HAAR Cascade Classifier and Lucas-Kanade Based .bject Tracker with Custom Masking Technique.” Future of Information and Communication Conference (FICC) 2018, Singapore.
• Mirza Mohtashim Alam, Shaikh Muhammad Allayear, Kabirul Islam, Karishma Mohiuddin, Mehedi Hassan, Arshad Haque: “A Machine Learning approach to analyze and reduce features to a significant number for employee’s turn over Prediction Model.” Computing Conference 2018, London UK.
• Rayhan Kabir, Mirza Mohashim Alam, Md Tahsir Ahmed Munna, Shaikh Muhammad Allayear: “A Computational Technique for Intelligent Computers to learn and identify the Human’s Relative Directions.” International Conference on Information Technology, Communications and Computing (ICITCC 2017), Bhopal (M.P.), India.
• Pronaya Prosun Das, Shaikh Muhammad Allayear, Ruhul Amin and Zahida Rahman, “Bangladeshi Dialect Recognition using MFCC, Delta, Delta-delta and GMM.” International Conference on Advanced Computational Intelligence, ICACI 2016, Thailand.
• Ullah Mohammad Hasmat, Sung Soon Park, Sunwan Choi and Shaikh Muhammad Alla year. “Content-Based Middleware for Sensor-Cloud Integration.“ The 3rd International Conference on Internet (ICONI 2011). Springer LNCS, Malaysia.
• Shaikh Muhammad Allayear, Sung Soon Park, Md. Nawab Yousuf Ali, Ullah Mohammad Hasmat, “Error Recovery Mechanism for iSCSI Protocol Based Mobile NAS Cluster System,” International Conference on Recent Trends in Information Processing & Computing (IPC) Kuala Lumpur, Malaysia, November 14-15, 2011, pp. 78-83. (2011).
• Md. Nawab Yousuf Ali, Shaikh Muhammad Allayear, M. Ameer Ali, Golam Sorwar, “Generation of Bangla Text from Universal Networking Language Expression,” International Conference on Recent Trends in Information Processing & Computing (IPC) Kuala Lumpur, Malaysia, November 14-15, 2011, pp. 84-90.
• Md. Zakir Hossian, Md. Nawab Yousuf Ali, Shaikh Muhammad Allayear, Jugal Krishna Das, “Development of Templates for Dictionary Entries of Bangla Roots and Primary Suffixes for Universal Networking Language,” International Conference on Asian Language Processing (IALP 2010), Harbin, China, pp. 43-46.
• S.M Allayear, S.S Park: “An Evaluated iSCSI Protocol for an Embedded Multi-Agent Based Health Care Service.” Future Generation Communication and Networking, 2008. FGCN \'08. Second International Conference (BSBT-2008), China, Volume: 3 Page(s): 67 – 71.
• S.M Allayear, S.S Park and Jaechun No. “iSCSI Protocol Adaptation With NAS System Via Wireless Environment”. International Conference on Consumer Electronics (ICCE), Las Vegus, USA. 2008.pp 1-2.
• S.M Allayear, S.S Park and Jaechun No: iSCSI Protocol Adaptation with 2-way TCP Hand Shake Mechanism for an Embedded Multi-Agent Based Health Care Service. Proceeding MAMECTIS\'08 Proceedings of the 10th WSEAS international conference on Mathematical methods, computational techniques and intelligent systems, pp250-255. USA 2008.
• S.M Allayear, S.S Park: “iSCSI Protocol Adaptation Mechanism with NAS Cluster System For Wireless Environment.” The 8^th WSEAS International Conference on Applied Informatics and Communications (AIC’08), Greece, 2008.
• M.Allayear, Sung Soon Park: “Secure E-Voting System With Secure Storage Media,” Proceeding of the 23^rd KIPS Spring Conference 2005 (Kips7_151). Korea.
• M.Allayear, Sung Soon Park: “RSA Based Digital Signature For Secure Authentication,” Proceeding of the 23^rd KIPS Spring Conference 2005 (Kips7_153). Korea.

•  High Performance Computing
• iSCSI Protocol
• Big Data
• Cloud Computing
• Network Storage Solutions (NAS, SAN, iSCSI)
• Android Games and Musical Applications. Google Mentor.
  Digital Music Systems.

Research Supported Fund: Korea Research Foundation Grant Funded by the Korean Government (MOEHRD, Basic Research Promotion Fund. KRF-2008-314-D00336).
Scholarship: Korea Research Foundation (KRF) 2005~2009.
Achievement Award: Golden Key Award, South Korea.
Scholarship: Brain Korea 21 (BK-21) 2002~2004.

Member of CCAP (Cross Culture Awareness Program). UNESCO (South Korea).

In Bangladesh:
Assistant Professor, Dept of CSE, East West University. 2010-2015 Dec.
In Korea:

 Manager (Nexgen Associates)
 Company Name: Nexgen Associates. www.nexgens.com
 Responsibility: Manager at R&D Section, Team leader.
 Duration: 1st December 2008 to 10th Dec. 2010. (Total year: 2 years)

 Lecturer & Researcher
 Research Lab: Internet Computing LAB, AnyangUniversity.
 Duration: 6th sep. 2002 to 16th Dec 2010. (Total: 8 years)
 Lecturer: Dept of Computer Science and Engineering, AnyangUniversity.
 Lecture Responsibility: Object Oriented Programming (Java), Theory of Computing
 
(Automata) and Compiler.
•    Teaching Experiences: 1st March 2007 to sep.2010. (Total Time: 3 years)

 Research as a junior researcher.
  Research center Name: Gluesys Co, Ltd.(Main office of ICLAB,AnyangUniversity.
www.gluesys.com
   Duration: 7th sep 2002 to 30th Nov 2004 at Samsung Dong.

 Researcher and Developer
 Company Name: C&C Instruments Co,.Ltd. www.cncinst.co.kr
 Responsibility: Senior Researcher /R&D Sector.
 Duration: 1st February 2006 to 20th November 2006.

 Assistant Manager (Solution Biz)
 Company Name: Wellson M Co, Ltd. www.wellson.co.kr
 Responsibility: Assistant Manager at R&D Section, Team leader.
 Duration: 21st November 2006 to 1st April 2007.

 Assistant Manager (IMSZone Co,. Ltd)
 Company Name: IMSZone Co, Ltd. www.imszone.co.kr
 Responsibility: Mobile Application and Embedded System Application.
 Duration: 3rd May 2007 to 30th March 2008.

 Assistant Manager (Trinitysoft Co, Ltd)
 Company Name: Trinitysoft Co., Ltd. www.trinitysoft.co.kr
 Responsibility: Web Application Firewall
Duration: 4th  April 2008 to 4th  November 2008.