Manojit Ghose Assistant Professor (CSE)
PhD (IIT Guwahati) Department of Computer Science & Engineering- manojit@iiitg.ac.in
Joined the Institute in July 2019
About
Hi, This is Manojit. 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: 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 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
Bigdata, Performance improvement of ML/DL algorithms
Processing-in-Memory, 3D NoC
Resource management in IoT, Edge, Cloud
Quantum computing, etc.
My list of publications may also be found here.
Teaching
- CS477: High Performance Computing [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
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.
Students, research areas and their publications
BTech:
- 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:
- 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 Kaur (Area: Application scheduling and mapping for 3D Network-on-chip, Publications done in: JSA2024)
PhD:
- Simran Preet Kaur [Visvesvaraya PhD Scheme] (Area: -, Publications done in: -)
- Asutosh Kumar Sarma (Area: -, Publications done in: -)
- Akhirul Islam (Area: Scheduling in MEC, Publications done in: 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", Transactions on Computer-Aided Design of Integrated Circuits and Systems, (2025), IEEE
- A Islam, M 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
- 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
- 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
- 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