Manojit Ghose Assistant Professor (CSE)
PhD (IIT Guwahati) Department of Computer Science and Engineering- manojit@iiitg.ac.in
Joined the Institute in July 2019
About
Hi, This is Manojit. I hail from Bilasipara, Assam. I joined this institute in July 2019 after completing my Ph.D. (in CSE) from IIT Guwahati. I earned my B.E. in CSE from Jorhat Engineering College (Govt. of Assam) under Dibrugarh University, followed by my M.Tech. (in CSE) from IIT Guwahati.
Update: If you are interested in pursuing PhD with me, please email me (preferably from your official email ID) with your details. We can learn and do good research together!
Update: I accept internship/additional project requests throughout the year. You should apply only if you are interested in working with dedication for at least three months (preferably a full semester) in the related research areas (mentioned below). I am glad to share that previous internship students published research papers with me in reputed forums.
Research Interests
- Memory-centric computing, 3D computing systems, etc.
- Applying AI/ML in computing systems, building systems for AI/ML applications.
- Resource management in IoT, Edge, Cloud.
- Energy efficiency and sustainable computing.
- Quantum computing, etc.
My list of publications may also be found here.
Sponsored projects
- Title: Open RAN for Next-Gen 6G Communications Using AI-based Quantum Computing, Agency: SPARC, Govt of India, Amount: 59.40 Lakh, Status: Ongoing
- Title: Secure Execution of Sensitive Applications by Eliminating Cache Side Channel Attacks using Near Memory Computation Paradigm, Agency: ASTEC, Govt of Assam, Amount: 7.81 Lakh, Status: Ongoing
- Title: Design of Automated, Self-Sustaining Collision Avoidance System for Remote Railway Elephant Corridors Agency: ASTEC, Govt of Assam, Amount: 7.63 Lakh, Status: Ongoing
- Title: Efficient Execution of User Applications on Mobile Edge Computing Platform, Agency: MHRD, Govt of India, Amount: 5.22 Lakh, Status: Complete
Teaching
- CS477: High Performance Computing [Jul-Nov'25, Jul-Nov'24]
- CS320: Compilers with lab [Jan-Apr'24, Jan-Apr'23]
- CS104: Computer Organization [Jan-Apr'25, Apr-Jul'21, Jan-Apr'20]
- CS674: Advanced Computer Architecture [Jan-Apr'22, Jan-Apr'21, Jul-Nov'19]
- CS202: IT Workshop-I (Java programming) [Jul-Nov'20]
- CS110: Computer Programming Lab (C programming) [Jan-Apr'21]
Courses taught before joining IIITG:
- Computer organization and architecture
- Data structures
- Operating systems
Administrative responsibilities [IIITG]
- Faculty-in-charge, Institute Examination, since April 2022.
- Member Secretary, Departmental Postgraduate Programme Committee (DPPC), April 2022 to June 2025 [CSE].
- Member, Institute Academic Disciplinary Committee (IADC), since July 2022.
- Member, Institute Innovation Council (IIC), since April 2022.
- Member, Departmental Undergraduate Programme Committee (DUPC) [CSE], since July 2025.
- Member, Departmental Procurement Committee [CSE], etc.
Book Authored
- Co-authored the book “An Introduction to Computer Science”, a textbook on Computer Science for class IX under Board of Secondary Education Assam (SEBA), published by Assam State Textbook Production and Publication Ltd, Govt. of Assam in May 2021.
- Co-authored the book “Building Concepts in Computer Science”, a textbook on Computer Science for class X under Board of Secondary Education Assam (SEBA), published by Assam State Textbook Production and Publication Ltd, Govt. of Assam in April 2022.
Other responsibilities and activities
- Local Organizing Co-Chair: ANTS 2024, Publicity Co-Chair and Track Chair: GCON 2023, Local Hospitality Co-Chair: INDICON 2021, etc.
- Member of IEEE Industry Academia Young Professionals Committee (IAYPC), IEEE India Council, 2025.
- Regional Coordinator (NE region), Faculty workshop organized by IEEE India Council and India Internet Foundation, 2025.
- Serves as an Academic Mentor under the Career Mentoring Program of the IEEE India Council, 2025.
- Serves as the External Examiner for the BTech and MTech projects at several institutes.
- Expert member (Technical) in various bodies, etc.
Students, research areas and their publications
BTech:
- Divyraj Saini (Area: Intermittent computing systems, Publications done in: IEEE-iSES 2025)
- Ananya Pathak, Rutuja Patole (Area: Application scheduling in 3D Network-on-chip, Publications done in: JSA2024)
- Vishal Deka (Area: Scheduling and caching in MEC, Publications done in: Edge Analytics-LNEE 2022, INDICON-2021, INDICON-2020)
MTech:
- Gaurav Purwar (Area: Intermittent computing systems, Publication done in: IEEE-iSES 2025)
- Avinash Kumar (Area: ML in Computer Architecture, Publication done in: VLSID2025)
- Mayank Goel (Area: Computation offloading in Processing-in-memory, Publications done in: HiPC2023)
- Simran Preet Kaur (Area: Application scheduling and mapping for 3D Network-on-chip, Publications done in: JSA2024)
PhD:
- Rupa Deka (Area: -, Publications done in: -)
- Dhrubajyoti Das (Area: -, Publications done in: -)
- Panchanan Nath (Area: -, Publications done in: -)
- Simran Preet Kaur [Visvesvaraya PhD Scheme] (Area: -, Publications done in: -)
- Asutosh Kumar Sarma (Area: Program partition and execution under ImC, Publications done in: IEEE-iSES 2025)
- Akhirul Islam (Area: Scheduling in MEC, Publications done in: IEEE TNSM, FGCS, JSA, ESWA, JSA, ICDCIT-LNCS, JSA)
- Satanu Maity (Area: Compiler-assisted offloading in PiM/NMP, Publications done in: IEEE TCAD, IEEE TETC, VLSID2025, HiPC2023)
Internship/other students:
- Anol Chakraborty - Jorhat Engineering College (Publication done in VLSID2025)
- Ankit Chakraborty - Jorhat Engineering College (Publication done in VLSID2025)
- Harshwardhan Dubey - IIT Guwahati (Publication done in ICCCNT 2024)
- Preet Gandhi - IIT Guwahati (Publication done in IEEE ANTS 2024 - received Best Paper Award)
Publication
-
Journal
- S Maity, M Ghose, S Pasricha, "A Framework for Near Memory Processing with Computation Offloading and Load Balancing", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, (2025), https://doi.org/10.1109/TCAD.2025.3542361
- S Maity, M Ghose, S Pasricha, "A Framework for Near Memory Processing with Computation Offloading and Load Balancing", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, (2025), https://doi.org/10.1109/TCAD.2025.3542361
- Akhirul Islam, Manojit Ghose, "BQProfit: Budget and QoS aware task offloading and resource allocation for Profit maximization under MEC platform", Journal of Systems Architecture, (2025), pages. 103447, Elsevier, https://doi.org/10.1016/j.sysarc.2025.103447
- Akhirul Islam, Manojit Ghose, "BQProfit: Budget and QoS aware task offloading and resource allocation for Profit maximization under MEC platform", Journal of Systems Architecture, (2025), pages. 103447, Elsevier, https://doi.org/10.1016/j.sysarc.2025.103447
- Akhirul Islam, Manojit Ghose, "DELTA: Deadline aware energy and latency-optimized task offloading and resource allocation in GPU-enabled, PiM-enabled distributed heterogeneous MEC architecture", Journal of Systems Architecture, (2025), Elsevier, https://doi.org/10.1016/j.sysarc.2025.103335
- Akhirul Islam, Manojit Ghose, "DELTA: Deadline aware energy and latency-optimized task offloading and resource allocation in GPU-enabled, PiM-enabled distributed heterogeneous MEC architecture", Journal of Systems Architecture, (2025), Elsevier, https://doi.org/10.1016/j.sysarc.2025.103335
- Akhirul Islam, Manojit Ghose, "GSAgri: Green and Secure Agriculture through Efficient Task Offloading and Scheduling under IoT-enabled Energy-Harvesting Multi-Access Edge Computing Framework", Expert Systems With Applications, (2025), Elsevier, https://doi.org/10.1016/j.eswa.2025.127814
- Akhirul Islam, Manojit Ghose, "GSAgri: Green and Secure Agriculture through Efficient Task Offloading and Scheduling under IoT-enabled Energy-Harvesting Multi-Access Edge Computing Framework", Expert Systems With Applications, (2025), Elsevier, https://doi.org/10.1016/j.eswa.2025.127814
- A. Islam, M. Ghose, S. Pasricha, "An RL-based Framework for Task Offloading and Resource Allocation in Energy Harvesting-based Multi-Access Edge Computing", IEEE Transactions on Network and Service Management, (2025), IEEE
- A. Islam, S. Chakraborty, M. Ghose, "ReMEC: Reliability-aware Scheduling of Mixed-Criticality IoT Tasks in DVFS-enabled Multi-Tier Edge Computing", Future Generation Computer Systems, (2025), Elsevier
- Simran Preet Kaur, Manojit Ghose, Ananya Pathak, Rutuja Patole, "A survey on scheduling and mapping techniques for 3D Network-on-chip", Journal of Systems Architecture,147, (2024), pages. 103064, Elsevier
- Simran Preet Kaur, Manojit Ghose, Ananya Pathak, Rutuja Patole, "A survey on scheduling and mapping techniques for 3D Network-on-chip", Journal of Systems Architecture,147, (2024), pages. 103064, Elsevier
- A. Choudhury, M. Ghose, A. Islam, Y Thakran, "Machine Learning-Based Computation Offloading in Multi-Access Edge Computing: A Survey", Journal of Systems Architecture, (2024), Elsevier
- S. Maity, M. Goel, M. Ghose, "CoaT: Compiler-assisted Two-stage Offloading Approach for Data-Intensive Applications under NMP Framework", IEEE Transactions on Emerging Topics in Computing, (2024), IEEE
- Simran Preet Kaur, Manojit Ghose, Ananya Pathak, Rutuja Patole, "A survey on scheduling and mapping techniques in 3D Network-on-chip", arXiv preprint arXiv:2211.02378, (2022),
- A. Islam, A. Debnath, M. Ghose, S. Chakraborty, "A Survey on Task Offloading in Multi-access Edge Computing", Journal of Systems Architecture,118 (102225), (2021),
- M. Ghose, A. Sahu, S. Karmakar, "Urgent Point Aware Energy-Efficient Scheduling of Tasks with Hard Deadline on Virtualized Cloud System", Sustainable Computing: Informatics and Systems, (2020),
- M. Ghose, S. Kaur, A. Sahu,, "Scheduling Real-Time Tasks in an Energy-Efficient Way with VMs having Discrete Compute Capacities", Computing,102(1), (2020), pages. 263-294,
- M. Ghose, A. Sahu, S. Karmakar, "Energy Efficient Online Scheduling of Real Time Tasks onto Large Multi-threaded Multiprocessor Systems", in The Journal of Information Science and Engineering,34(6), (2018), pages. 1599 − 1615,
- Manojit Ghose, Aryabartta Sahu, Sushanta Karmakar, "Energy Efficient Online Scheduling of Real Time Tasks on Large Multi-threaded Multiprocessor Systems.", Journal of Information Science & Engineering,Volume 34 Issue 6, (2018),
- Manojit Ghose, "Energy efficient scheduling of real time tasks on large systems and cloud", (2018),
- T. K. Agrawal, A. Sahu, M. Ghose, and R. Sharma, "Scheduling chained multiprocessor tasks onto large multiprocessor system", Computing,99(10), (2017), pages. 1007 − 1028,
Conference
- Asutosh Kumar Sarma, Divyraj Saini, Gaurav Purwar, Manojit Ghose, "Light-weight Adaptive Dual-Threshold based Checkpointing for Intermittent Computing Systems", 11th IEEE International Symposium on Smart Electronic Systems (IEEE – iSES), (2025), IEEE
- S. Maity, M. Ghose, A. Kumar, A. Chakraborty, A. Chakraborty, , "Unguided Machine Learning-based Computation Offloading for Near-Memory Processing", 38th International Conference on VLSI Design (VLSID),, (2024), IEEE/ACM
- H. Dubey, M Ghose, A Sahu, "SPFaaS: Service Provisioning and Request Scheduling in a Hierarchical Edge-Cloud System under Function-as-a-Service Framework", 15th International Conference on Computing, Communication and Networking Technologies (ICCCNT),, (2024), IEEE
- P. Gandhi, A. Mahanta, M. Ghose, A. Sahu, "Maximizing Profit of the Service Providers through Efficient Content Placement and Retrieval in an IoT-enabled Edge-Cloud Platform", 18th IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS),, (2024), [received Best Paper award]
- P. Gandhi, A. Mahanta, M. Ghose, A. Sahu, "Maximizing Profit of the Service Providers through Efficient Content Placement and Retrieval in an IoT-enabled Edge-Cloud Platform", 18th IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS),, (2024), [received Best Paper award]
- Alok Choudhury, Kaustav Kumar Nath, Manojit Ghose, Yogita Thakran, "Memory and CPU utilization-aware Energy-Efficient VM Placement and Consolidation in Cloud Data Centers", 1st IEEE Guwahati Sub-Section Flagship Conference (GCON), (2023), pages. 1-6, [received Best Paper award].
- Akhirul Islam, Manojit Ghose, "ELITE: Energy and Latency-Optimized Task Offloading for DVFS-Enabled Resource-Constrained Devices in MEC", The 20th International Conference on Distributed Computing and Intelligent Technology (ICDCIT-2024), (2023), pages. (accepted), IEEE
- Satanu Maity, Mayank Goel, Manojit Ghose, "Data Locality Aware Computation Offloading in Near Memory Processing Architecture for Big Data Applications", The 30th IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC-2023),(accepted), (2023), IEEE
- Satanu Maity, Mayank Goel, Manojit Ghose, "Data Locality Aware Computation Offloading in Near Memory Processing Architecture for Big Data Applications", The 30th IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC-2023),(accepted), (2023), IEEE
- M Ghose, KP Pandey, N Chaudhari, A Sahu, "Soft Reliability Aware Scheduling of Real-time Applications on Cloud with MTTF constraints", 23rd International Symposium on Cluster, Cloud and Internet Computing, (2023), (CCGrid 2023)
- V. Deka, A. Islam, M. Ghose, "Cloud-Assisted Dynamic and Cooperative Content Caching in Mobile Edge Computing", in The 19th International IEEE Annual India Conference (INDICON), Dec, (2022),
- Vishal Deka, Akhirul Islam, Manojit Ghose, "Cloud-Assisted Dynamic and Cooperative Content Caching in Mobile Edge Computing", 2022 IEEE 19th India Council International Conference (INDICON), (2022), pages. 1-6, IEEE
- M. Ghose, Hemangee K. Kapoor, "WeiSub: Weighted Subset-based Cache Replacement Policy for Last Level Caches", in The 12th International Conference on Computing, (2021), Communication and Networking Technologies (ICCCNT 2021), Jul
- V. Deka, M. Ghose, S. Nandi, "Energy-aware Application Scheduling on DVFS-enabled Edge Computing with Mobile-Edge-Cloud Cooperation", in The 26th annual International Conference on Advanced Computing and Communications (ADCOM), Dec, (2020),
- V. Deka, C. Guleria, M. Ghose, , "TEAM: Time and Energy Aware Application Partitioningand Resource Allocation Strategy on MEC Platform", in The 17th International IEEE Annual India Conference (INDICON),Dec, (2020),
- M. Ghose, P. Verma, ,S. Karmakar, A. Sahu, "Energy Efficient Scheduling of Scientific Workflows in Cloud Environment", in The 19th IEEE International Conference on High Performance Computing and Communications (HPCC 2017), (2017), pages. 170 − 177, Bangkok
- S. Kaur, M. Ghose, A. Sahu,, "Energy Efficient Scheduling of Real-Time Tasks in Cloud Environment", in The 19th IEEE International Conference on High Performance Computing and Communications (HPCC 2017), (2017), pages. 178 − 185, Bangkok
- M. Ghose, A. Sahu, S. Karmakar, "Energy Efficient Scheduling of Real Time Tasks on Large Systems", in The 17th IEEE International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT-16), (2016), pages. 99 − 104, Guangzhou
- M. Ghose, A. Sahu, S. Karmakar, "Energy Efficient Online Scheduling of Aperiodic Real Time Task on Large Multi-threaded Multiprocessor Systems", in The 13th International IEEE Annual India Conference (INDICON), (2016), pages. 1 − 6, (received Best paper award in CS track).
- M. Ghose, A. Sahu, S. Karmakar, "Energy Efficient Online Scheduling of Aperiodic Real Time Task on Large Multi-threaded Multiprocessor Systems", in The 13th International IEEE Annual India Conference (INDICON), (2016), pages. 1 − 6, (received Best paper award in CS track).
- Manojit Ghose, Aryabartta Sahu, Sushanta Karmakar, "Energy Efficient Scheduling of Real Time Tasks on Large Systems", 2016 17th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT), (2016), pages. 99-104, IEEE