About
I am a founding president of Center for Multidisciplinary Studies and Innovation (CeMuSI), Kathmandu, Nepal. I am also a post-doctoral research fellow at The Rachel and Selim Benin School of Computer Science and Engineering at the Hebrew University of Jerusalem Israel. I received Ph.D. in Computer System Architecture (September 2016- July 2020) from High Performance Computer Research Center, Institute of Computing Technology (ICT), Chinese Academy of Sciences (CAS) in University of Chinese Academy of Sciences (UCAS), Beijing, China, and Master of Technology in Computer Science (September 2012- August 2014) from School of Information Technology, Jawaharlal Nehru Technological University Hyderabad (JNTUH), Kukatpally, Hyderabad, India. I was a post-doctoral research fellow and special research scientist (September 2020-September 2022) at The State Key Laboratory of Information Security, Institute of Information Engineering (IIE), Chinese Academy of Sciences (CAS), Beijing, China. I was also a Data Center Engineer (April 2021- December 2022) at Troll Housing Data Center, Norway. I am a co-founder of Nepal based IT firm, named, Harness Solution Pvt. Ltd., Kathmandu, Nepal. Previously, I worked as a Computer Engineer/ IT In- charge in Higher Secondary Education Board (HSEB), Ministry of Education, Government of Nepal. In addition, I was an and IT Expert in National Examination Board (NEB), Ministry of Education, Government of Nepal. I have been awarded CAS- TWAS President’s Fellowship for pursuing Ph.D. degree at the Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China. My primary research interests are Online Algorithms, Scheduling, Artificial Intelligence, Sustainable Computing, Fault Tolerant, and Cloud and Edge Computing.
Research Interest
I have particular research interest on Sustainable Computing, Artificial Intelligence, Fault-tolerant, Cloud/Edge Computing, Dynamic Scheduling, IT Policy, Data Center Network.
Professional Service: Editor
Special Issue Editor 2021 Special Issue on AI-driven Sustainable Cloud/Edge System Sustainable Computing: Informatics and Systems (SUSCOM)
https://www.journals.elsevier.com/sustainable-computing-informatics-and-systems/call-for-papers/ai-driven-sustainable-cloud-edge-system-si-sustainable-ai-cloud-edge
Special Issue Editor 2021 Special Issue on Long-Term Interactive Humanoid Robots in the Age of AI, International Journal of Humanoid Robotics
https://www.worldscientific.com/page/ijhr/callforpaper08
Special Issue Editor 2021 Special Issue on Reservoir Computing - Trends and Applications, Connection Science, Taylor and Francis
Professional Service: Reviewer
IEEE Transactions on Industrial Informatics, IEEE Transactions on Cloud Computing, Future Generation Computer System, Cluster Computing, Mobile Networks and Applications, etc.
Professional Association
I am a member of IEEE, CCF, IAENG, ACM, SigmaXi
Resume
Experienced researcher with outstanding technical skills and strong commitment to achieve notable research goals.CV
Current Position
Founding President
2022 - Present
Center for Multidisciplinary Studies and Innovation (CeMuSI), Kathmandu, Nepal
Research Interest
- Sustainable Computing
- Artificial Intelligence
- Fault-tolerant
- Cloud/Edge Computing
- Dynamic Scheduling
- Online Computing
Education
Ph.D. in Computer System Architecture
2016 - 2020
Institute of Computing Technology, Chinese Academy of Sciences, University of Chinese Academy of Sciences, China
Master of Technology in Computer Science
2012 - 2014
School of Information Technology, Jawaharlal Nehru Technological University Hyderabad, India
Bachelor of Computer Engineering
2005 - 2009
Purbanchal University, Nepal
Professional Experience
Founding President
2022 - Present
Center for Multidisciplinary Studies and Innovation (CeMuSI)
Post Doctoral Research Fellow
2022 - Present
Post Doctoral Research Fellow, The Rachel and Selim Benin School of Computer Science and Engineering, The Hebrew University of Jerusalem, Israel.
Post Doctoral Research Fellow and Special Research Scientist
2020 - 2022
Post Doctoral Research Fellow, The State Key Laboratory of Computer Science, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China
IT Expert
2015 - 2016
National Examination Board, Ministry of Education, Government of Nepal
Founder, Managing Director
2011 - Present
Harness Solution Pvt. Ltd., Kathmandu, Nepal
Computer Engineer
2011 - 2012
Higher Secondary Education Board, Ministry of Education, Government of Nepal
Academic Projects
EcoRS: Eco-friendly Regional Scheduling
2020
PEFS: Prediction based Energy-aware Fault-tolerant Scheduling
2019
EFDTS: Energy-aware Fault-tolerant Dynamic Task Scheduling
2018
EDS: Classification based Efficient Dynamic Scheduling
2019
Professional Projects
National Examination Board Core Examination System
2015
National Examination Board Automation System
2016
Higher Secondary Education Board Automation System
2012
Publications
List of Publications
- Avinab Marahatta, Carlos Juiz, ”A QoS-aware and Power-aware Task Scheduling for CloudData Center”, The Journal of Supercomputing, 2022. (Submitted)
- Meena Chaudhary, Avinab Marahatta, Jyoti Pruthi, Vinay Jain, Suryakant S, ”A Novel Squir- rel Search Fuzzy Clustering for Text Clustering”, Computational Intelligence and Neuroscience, Hindawi, 2022. (CA-Submitted)
- Subir Panja, Subhash Mondal, Avinab Marahatta, JP Singh, A NAG, Efficient Malware Detec- tion Approach based on Machine Learning Techniques on Resource-Constrained Devices, IET Communications, 2022. (CA-Submitted)
- Suresh Kumar, Avinab Marahatta, Jyoti Prakash Singh, Vinay Kumar Jain, ”A Deep Rank- ing Weighted Multihashing Recommendation System for Item Recommendation”, Computational Intelligence and Neuroscience, Hindawi, 2022. (CA)
- Kaixuan Ji, Ce Chi, Fa Zhang, Antonio Fern ́andez Anta, Penglei Song, Avinab Marahatta, Youshi Wang, Zhiyong Liu, ”Energy-Aware Scheduling Based on Marginal Theory and Task Clas- sification in Heterogeneous Data Centers”, energies, MDPI, 2021.
- Ce Chi, Kaixuan Ji, Penglei Song, Avinab Marahatta, Shikui Zhang, Fa Zhang, Dehui Qiu, Zhiyong Liu, ”Cooperatively Improving Data Center Energy Efficiency Based on Multi-Agent Deep Reinforcement Learning”, energies, MDPI, 2021.
- Avinab Marahata, Qin Xin, Fa Zhang and Zhiyong Liu, “PEFS: AI-driven Prediction based Energy-aware Fault-tolerant Scheduling Scheme for Cloud Data Center”, IEEE Transactions on Sustainable Computing, 2020.
- Ji Kaixuan, Fa Zhang, Ce Chi, Penglei Song, Biyu Zhou, Avinab Marahatta, and Zhiyong Liu, “A Joint Energy Efficiency Optimization Scheme Based on Marginal Cost and Workload Prediction in Data Centers”, IGSC, 2020.
- Ce Chi, Fa Zhang, Ji Kaixuan, Avinab Marahatta and Zhiyong Liu, “Improving Energy Efficiency in Colocation Data Centers for Demand Response”, IGSC, 2020.
- Avinab Marahatta, Ce Chi, Kaixuan Ji, Fa Zhang, Carlos Juiz and Zhiyong Liu, “Eco-friendly Task Scheduling for Regional Data Center”, 1st International Workshop on Energy Efficiency at the Edge (WEEE), e-Energy, 2020.
- Kaixuan Ji, Ce Chi, Avinab Marahatta, Fa Zhang and Zhiyong Liu, ”Energy Efficient Scheduling Based on Marginal Cost and Task Grouping in Data Centers”, 8th International Workshop on Energy-Efficient Data Centres (E2DC2020), e-Energy, 2020.
- Ce Chi, Kaixuan Ji, Avinab Marahatta, Penglei Song, Fa Zhang and Zhiyong Liu , “Jointly Optimizing Task Scheduling and Cooling System for Data Center Energy Efficiency based on Multi-Agent Deep Reinforcement Learning”, 8th International Workshop on Energy-Efficient Data Centres (E2DC2020), e-Energy, 2020.
- Ce Chi, Kaixuan Ji, Avinab Marahatta, Fa Zhang, Youshi Wang and Zhiyong Liu, “An Energy Saving- Oriented Incentive Mechanism in Colocation Data Centers”, ICCCN, 2020.
- Ce Chi, Kaixuan Ji, Avinab Marahatta, Fa Zhang, Youshi Wang and Zhiyong Liu , “An Incentive Mecha- nism for Improving Energy Efficiency of Colocation Data Centers Based on Power Prediction” , ISCC, 2020.
- Avinab Marahatta, Sandeep Pirbhulal, Fa Zhang, Reza M. Parizi, Kim-Kwang Raymond Choo and Zhiyong Liu, Classification based Energy Efficient Dynamic Task Scheduling Scheme for Virtualized Cloud Data Center, IEEE Transactions on Cloud Computing, 2019.
- Avinab Marahata, Ce Chi, Fa Zhang and Zhiyong Liu, “Energy-aware Fault-tolerant Scheduling Scheme based on Intelligent Prediction Model for Cloud Data Center” 9th International Green and Sustainable Com- puting Conference (IGSC), Pittsburgh, USA, 2018.
- Sumarga Kumar Sah Tyagi, Yiqing Zhou, Tian Lin, Avinab Marahatta and Jinglin Shi, ”Realization of a Computational efficient BBU cluster for Cloud RAN” Cluster Computing, Springer, March 2018.
- Avinab Marahatta, Youshi Wang, Fa Zhang, Arun Kumar Sangaiah, Sumarga Kumar Sah Tyagi and Zhiyong Liu, ” Energy-Aware Fault-Tolerant Dynamic Task Scheduling Scheme for Virtualized Cloud Data Centers”, Mobile Networks and Applications, Springer, 2018.
- Avinab Marahatta , “Enhanced Intrusion Detection System for MANETs”, LAP LAMBERT Academic Publishing, 2019.
- Venkata Naga Kiranmai Malladi, Avinab Marahatta and Suresh Babu Kare, “(t, n) Threshold Scheme to Enhance the Security of the Password Repository”, IJSR, Volume 3, Issue 8, 2014.
- Avinab Marahatta and Suresh Babu Kare, “Enhanced Intrusion Detection System with On-Demand Rout- ing Protocol using Hybrid Cryptographic Technique for MANETs”, IJSER,Volume 5, Issue 8, 2014.
Work with Avinab
Lets work together and make world better place.
Sustainable Computing
Artificial Intelligence
Fault-tolerant
Cloud/Edge Computing
Dynamic Scheduling
Online Algorithms
We have seen extensive research on the intelligence cloud/edge technologies, which has resulted in the development of various exciting new systems that improve efficiency, reduce cost, and/or make our environment more sustainable. Due to artificial intelligence (AI), several sustainable approaches for cloud/edge computing are entering a more mature phase. Moreover, the information sharing, prediction, and intelligent decision-making capabilities help to manage recent cloud/edge framework that play an important role in improving not only energy efficiency but also the performance. Thus, it is essential to investigate the trade-off between the intelligence and sustainable approaches for cloud/edge system.
Center for Multidisciplinary Studies and Innovation (CeMuSI)
CeMuSI is a public research established in 2022. It has been providing targeted cutting-edge scientific and technological services for Multidisciplinary areas.
Harness Solution Pvt. Ltd.
Harness Solution Pvt. Ltd. is a private software and IT services company established in 2011. It has been providing targeted cutting-edge technology and consulting services in information management system to national and international organizations. Harness Solution is focused on the continuous innovation and improvement of its efficient IT products and services.
Contact
You are welcome to work with me.
Location:
Kathmandu, Nepal
Email:
avinab@cemusi.org (O), avinab.auraa@gmail.com(P)
Call:
+972 523184203(IS), +977 9841881505(NP)