Shajulin

Dr. Shajulin Benedict M.E., Ph.D., PostDoc (Germany)



Faculty-In-Charge-R&D and International Affairs,
Associate Professor, Indian Institute of Information Technology Kottayam
Valavoor P.O. Kottayam District, Kerala, India - 686635.
Guest Professor (Associate Professor), TUM, Germany,
email: shajulin at iiitkottayam dot ac.in
Hello at: 00 91 482 2202155 OR 00 91 9443543746 (Preferred Whatsapp Calls)
Linkedin: shajulin-benedict-51415924
Twitter: @shajulinb , Facebook: shajulin.benedict
ORCID ID: 0000-0002-2543-2710
WebofScience ResearcherID: X-9875-2019
Publons : http://publons.com/researcher/1345061/shajulin-benedict/
Youtube Channel: https://www.youtube.com/channel/UC3M01nKCBN8T8Y_lcuGv0JA
Website: www.sbenedictglobal.com and iiitkottayam site


Shajulin

Background:

    SHAJULIN BENEDICT graduated in 2001 from Manonmaniam Sunderanar University, India, with Distinction. In 2004, he received M.E Degree in Digital Communication and Computer Networking from A.K.C.E, Anna University, Chennai. He is the University second rank holder for his masters. He did his Ph.D degree in the area of Grid scheduling under Anna University, Chennai (Supervisor - Dr. V. Vasudevan, Director, Software Technologies Group of TIFAC Core in Network Engineering). After his Ph.D award, he joined a research team in Germany to pursue PostDoctorate under the guidance of Prof. Gerndt. He served as Professor at SXCCE Research Centre of Anna University-Chennai. Later, he visited TUM Germany for teaching Cloud Computing and Internet of Things as Guest Professor of TUM-Germany. Currently, he is affiliated to the Indian Institute of Information Technology Kottayam, Kerala, India, an institute of national importance of India. He serves as Director/PI/Representative Officer of AIC-IIITKottayam (Sec.8 Company) for nourishing young entrepreneurs of India. His research interests include IoT Cloud, Performance Analysis of IoT Applications, Cloud Scheduling, Edge Analytics, and so forth.
Teaching

Supercomputer

Ongoing Funded projects / grants

i) AIC-IIITKottayam (SANCTIONED)
Name of the Project: IoT Cloud Societal @Rs.3.56 crores.
Project Tenure: Five Years -- Extended till 2025 (Starting from 30 April 2019)

Ongoing Funded Projects/Beneficiaries -- Attracted for IIIT/AIC-IIIT/MSME-BI

  1. MSME-BI-IIITKOTTAYAM (as PI)
    (Scheme - 10 ideas at 15 lakhs per year + Rs. 1 crore for fablab establishment)
    Currently approved ideas under this project:
    i) "Choose Better Customers with Relevance" -- Rs. 15 lakhs
    (Founder: Mr. Kenny Thomas - Status: Completed)
    Project Tenure: 1.5 years (Starting from 1.4.2021)
    ii) "Integrated Medical Alert Communication System" -- Rs. 15 lakhs
    (Founder: Mr. P.D. Varghese - Status: Ongoing)
    Project Tenure: 1.5 years (Starting from Aug. 2022)
    iii) "AutoHire -- An AI-based Automated Technical Interview Solution " -- Rs. 15 lakhs
    (Founder: Dr. Victer Paul - Status: Ongoing)
    Project Tenure: 1.5 years (Starting from Aug. 2022)
    iv) "LifeBed - Cost Effective Replacement for Medical Beds with Added Bedstore Prevention and Patient Tilting Feature" -- Rs. 15 lakhs
    (Founder: Mr. Don Paul - Status: Ongoing)
    Project Tenure: 1.5 years (Starting from Oct. 2023)

  2. Seed Fund from StartupIndia to AIC (as PI)
    Name of the project: Seed fund scheme for AIC IIITKOTTAYAM -- Rs. 2 crores
    Tenure of the project: 3 years (Status: Ongoing)

Completed Funded projects/grants

  1. Indo-UK Going Global Partnerships, Exploratory Grants,
    Name of the Project: Edge Computing and Analytics, @20000 Pounds
    Partners: Prof. Omer Rana (Cardiff University, UK); Dr. Nitin Auluck (IIT-Ropar), Dr. Sujatha (IIT-Ropar)
    Project Tenure: Dec. 2021 to June 2022.
  2. BEL-Project, Consultancy work
    Name of the project: Design and Development of Blockchain-based Inter organization Identity Management System
    Tenure of the project: 15 months (Sep.2020 to Feb. 2021)
  3. OEAD-DST, Indo-Austrian project
    Name of the project: Energy Aware Scientific Workflow Compiler
    Tenure of the project: Jan 2019 to Jun 2021.
  4. BEL Consultancy project
    Name of the project: Exploration of blockchain technology for communications
    Tenure of the project: One year (Dec.2019 to Feb. 2020)
  5. DST-NIMAT Entrepreneurship - Product Development
    Name of the project: IoT Cloud Product Development (A Pre-Incubation Model)
    Tenure of the project: Starting from August 2019 to January 2020
  6. NIMAT-DST, NSTEDB, An Entrepreneurship Program
    Name of the project: Cloud Solutions for Emerging IoT Applications
    Tenure of the project: 6 weeks in Dec. 2018 to Jan. 2019
  7. DSIR-SIRO status for IIIT-Kottayam -- 2018 (Three years)
  8. DST-FWF Collaborative Project Grant (3 years)
    Name of the Project : EASE project - Energy Autotuning of HPC Applications
    Project Tenure : May 2014 to April 2017
  9. DST Project Grant (3 years)
    Name of the Project : EnergyAnalyzer Tool: Energy Consumption Analysis for Scientific Applications
    Project Tenure : March 2012 to February 2015
  10. Returning Experts Grant (1 year - Extension)
    Name of the Project : HPCCLoud
    Project Tenure : April 2013 to March 2014
  11. Returning Experts Grant (2 years)
    Name of the Project : HPCCLoud
    Project Tenure : April 2011 to March 2013

Participated Funded projects

i) Performance Analysis of large scale scientific applications using Periscope under ISAR project (German Funded Project - 2 years)

ii) Hot Standby Routing Protocol for Gigabit Switches (TIFAC Core in Network Engineering, DST Funded)
iii) Grid Scheduling Algorithms (TIFAC Core in Network Engineering)

Recognized/Registered Consultant

  • Recognized consultant of BEL, India (Topics: Blockchain, Cloud Computing, and Virtualization)

    • Awards and Achievements:

    1. DAAD Research Ambassador, 2022 to 2025, New Delhi, India.
    2. MeluXina Early Access Award for title "Deep Learning-Assisted Predictions for Energy Tuning of HPC Applications" from Luxembourg, Europe, 4.5.2021.
    3. ACM complimentary membership - 2022.
    4. Best Paper Award at 5th SIRS2019 (Springer ACN Conference, 2019) and ISIC 2021 (Indo-German Conference).
    5. Mentor of Change - AIM (NITI Aayog - MentorIndia Program), India
    6. IEEE - Brand Ambassador (2023) || IEEE - Senior Member (since 2018)
    7. Jury-Judge Global (Entrepreneurial) - Platinum Awardee (June 2021); Silver Awardee (June 2022) - Wadhwani Foundation-USA.
    8. Visiting Professor at TUM-Germany (Since 2016 - Sponsored by TUM-Germany).
    9. M.E. Anna University Rank Holder 2002-2004 Batch.
    10. Rank Holder (Academic Excellence) in A.K.College of Engineering 2003-2004 Batch - Prof. Dr. C. Thankaraj as Principal (Currently, Director of NITTTR, Bhopal).
    11. Training Scholarship Awardee - Oct 2012 - Sponsored by CIM-GIZ and TUM, Germany
    12. Dagstuhl Seminar Participant - Sep-Oct 2013 - Sponsored by the Dagstuhl, Germany
    13. International Travel Grant Awardee (2014) for presenting a paper in ICC2014 - Sponsored by DST, India
    14. DWIH Event - Science Slam Kolkatta - Second Price Winner at CNN News
    15. IEEE IPDPS, IEEE HiPC 2015 - Travel Grant Award Recipient (Faculty Section) - 2015

    Education:

    Post Doc, Institut fur Informatik, Techniche Universitat Muenchen, Germany, April 2009 to March 2011.
    Ph.D, Computer Engineering, "ON SCHEDULING IN GRID COMPUTING", Anna University, Chennai, 2004 to 2008.
    M.E., Digital Communication and Computer Network Engineering, Anna University, Chennai, 2002 to 2004.
    B.E., Electronics and Communication Engineering, M.S. University, Tirunelveli, 1997 to 2001.

    Experience : 20 Years 1 month (as on 1.11.2023)

    University/Industry Designation Joining Ending Experience (in years) Experience (in months)
    Power Electronic Industries Research and Development Engineer 3.9.2001 30.5.2002 0 9
    Kalasalingam University Asst.Professor 11.5.2004 30.11.2008 4 6
    St.Xaviers Catholic College of Engineering Asst.Professor 1.12.2008 30.3.2009 0 4
    Technische Universitaet Muenchen, Germany PostDoctoralScientist 1.4.2009 31.3.2011 2 0
    St.Xaviers Catholic College of Engineering Professor 1.4.2011 14.10.2016 5 6
    St.Xaviers Catholic College of Engineering Professor 10.4.2017 6.8.2017 0 4
    Technische Universitaet Muenchen, Germany Visiting Professor 15.10.2016 15.4.2017 0 6
    Indian Institute of Information Technology Kottayam Asst.Professor (Adhoc) 7.8.2017 24.6.2019 1 10
    Technische Universitaet Muenchen, Germany Associate Professor 12.4.2022 31.8.2022 0 4.5
    Indian Institute of Information Technology Kottayam Asst.Professor (Grade-I) 25.6.2019 14.11.2023 4 0
    Indian Institute of Information Technology Kottayam Associate Professor (CSE) 15.11.2023 Till Date

    Talks in Germany and Austria

    1. Teaching Internet of Things (at TUM-Germany) - Summer 2022 .
    2. Guest Lecture on Topic "Edge Intelligence and Protocols for IoT Applications" on 15.7.2022, Univ. of Klagenfurt, Austria
    3. Teaching Cloud Computing (at TUM-Germany) -2016-2017-2018-2019-2010-2011-2012-2013-2014-2015-2016-2017-2018-2019-2020-2022-2023-2024.
    4. Guest Lecture on IoT Cloud for Societal Applications (at Univ.of Klagenfurt, Austria) - 2019
    5. Machine Learning and Cloud Solutions for Tools, TUM-Germany, May 2016
    6. Energy Aware Autotuning for Scientific Applications (ActionPlan) 2014
    7. HPC Cloud Applications and Performance Issues 2012
    8. Instrumenting C based HPC applications 2009

    Talks in India (Ongoing/Completed)

      2024:
    1. Keynote Talk on 4th International Conference on Innovative Mechanisms for Industry Applications (ICIMIA-2024), Bengaluru, Topic: IoT and Edge Intelligence, 18-Dec. 2024.
    2. Keynote Talk on 5th International Conference on Mobile Computing and Sustainable Informatics (ICMCSI 2024), Lalitpur, Nepal, Topic: Sustainable Edge AI for Social Good Applications, Date: 18.1.2024

      3. 2023:
    3. Resource Person, Topic: Virtualization and Cloud Basics, at 3-day workshop on Cloud Computing and Security, at IoTCloud Research Group, IIIT-Kottayam, 18.12.23
    4. Keynote Speaker and Chief Guest on ATAL-FDP on AI-Based Edge and Fog Computing, Topic: Serverless IoT for Edge-Enabled Social Good Applications, at SriKrishna College of Engineering, Coimbatore, 30.1.2023.
    5. Keynote Speaker and Chief Guest on 5th International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV 2023), Topic: Remote Healthcare Monitoring using Serverless IoT, 16.2.2023.
    6. Keynote Speaker and Chief Guest on 3rd International Conference on Smart Data Intelligence (ICSMDI-2023), Topic: IoT Communication Protocols and Social Good Applications, on 30.3.2023.
      2022:
    1. Keynote Speaker on AICTE-FDP on "5G/6G -- A Next Generation IoT Perspective" at VelTech Institute of Technology, Online, 22.11.2022 (7 PM to 9:30 PM).
    2. Keynote Speaker on 3rd International Conference on Data Intelligence and Cognitive Informatics on the topic "Federated Learning using Edge Nodes" on 6.7.2022.
    3. Keynote Speaker on International Conference on IoT Based Control Networks and Intelligent Systems ICICNIS 2022 , Reva University, India, on the topic "Edge Intelligence" on 1.7.2022.
    4. Webinar Speaker on "Edge Intelligence for IoT Applications", invited by IEEE/ACM India Council , on 11.6.2022. Watch here!
    5. Keynote Speaker on 2nd Int. Conf. on Soft Computing for Security Applications, ICSCS 2022, Date: 21.4.2022. Watch here!
    6. Keynote Speaker on 2nd Int. Conf. on Smart Data Intelligence, ICSMDI2022., Topic: IoT Edge/Cloud for Smart Cities -- A Manhole Depth Analysis Perspective 11.4.2022.
    7. Keynote Talk on Springer ICMCSI 2022: 3rd International Conference on Mobile Computing and Sustainable Informatics (ICMCSI 2022), Title: IoT and Edge Intelligence, 27.01.2022. Watch here!
    8. Keynote Talk on ICSCDS 2022: International Conference on Sustainable Computing and Data Communication Systems, 7.4.2022
    9. Keynote Talk on 2nd International Conference on Smart Data Intelligence (ICSMDI 2022), 11.4.2022
    10. Keynote Talk on IEEE ICICV 2022, 4th International Conference on Intelligent Communication Technologies and Virtual Mobile Networks, 10-11, February 2022.
    11. Keynote Talk on (ICISC-2022), 6th Int. Conf. on Inventive Systems and Control, Title: "IoT for Air Quality Monitoring -- Edge, Cloud, Serverless, and Quantum Computing", 6th Jan. 2022.
      2021:
    1. Keynote Talk on AICTE-FDP organized by University College of Engineering, Kancheepurun, Anna University, Title: "IoT - Can it benefit from Quantum Computing?" 30.12.2021, India.
    2. Cheif Guest, 4th International Conference (ICCBI-2021), Springer, CARE Technology Institute, Trichy, 9.12.2021, India.
    3. Keynote Talk on National Webinar organized by the University of Madras, Chennai, in Oct. 2021, Topic: "IoT for Healthcare Applications".
    4. Keynote Talk on AICTE FDP organized by J.C. Bose University, Haryana, on 16.9.2021 at 9:30 AM to 11:30 AM
    5. Keynote Talk on IEEE-Madras section sponsored FDP by National Engg. College, Kovilpatti (Autonomous Institution), Topic: “Remote Medical assistance through IoT” on 06/08/2021, at 3.15pm to 4.15pm.
    6. Resource Person: AIC-IIITKottayam organized workshop on topic "IoT Research and Effective Article Writing on 28.7.2021 from 9:30 AM to 1:00 PM
    7. Keynote Talk on AICTE FDP organized by Charusat University, Gujarat, India on "IoT for Air Quality Monitoring in Smart Cities" on 16.6.2021 FN
    8. Keynote Talk on STTP organized by PSNA College of Engineering, sponsored by Centre For Faculty Development, Anna University, Chennai - 25, on 31.5.2021, Topic: Serverless IoT For Sensor Applications
    9. Keynote Talk on International Conference on Smart Data Intelligence (ICSMDI 2021); Topic: "Serverless Cloud Architecture for DeepIoT Analytics", 29.4.2021
    10. Keynote Talk on STTP organized by GEC Barton Hill -- Topic: "Serverless Cloud Deployment for IoT Applications", sponsored event by DTE, Govt.of Kerala, 23.2.2021
    11. Keynote Talk -- Topic: "Recent Trends in IoT and Funding Options", Workshop by State Project Felicitation Unit, Kerala; Dr. Usha Titus, I A S, Principal Secretary, Higher Education Department, Government of Kerala, will inaugurate the session, 28.1.2021 (AN).
    12. Keynote Talk -- Topic: "IoT-Cloud related Funding Schemes for Entrepreneurs", at COHORT-Impulse 2021, 20.1.2021.
    13. AICTE-FDP -- Keynote Talk on Topic: "IoT for Wearable Applications", at SaintGits Engg. College, Kottayam, 13. Jan. 2021.
    14. AICTE-FDP -- Keynote Talk on Topic: "IoT - Performance and Monitoring Aspects", Knowledge Institute of Technology, Salem, Tamilnadu, 4.Feb. 2021.
      2020:
    1. IEEE ICOSEC2020 -- Keynote Talk on "Serverless Blockchain - Pros and Cons" -- Sep 2020.
    2. AICTE-FDP -- Keynote Talk on "Monitoring of Machine using IoT" at Amity University -- Oct 2020.
    3. IoT Cloud for Trainers of School Students, Webinar Series at Labor India Teachers College of Mahatma Gandhi College, Kottayam, Kerala, India -- Aug 2020.
      Others:
    1. Machine Learning and HPCCloud solutions, FDP program, College of Engineering, Kidangoor, CAPE, Kerala, April 2016
    2. Green HPC Cloud Solutions using EnergyAnalyzer, at Kalasalingam University, NAAC Sponsored event, India, 2014
    3. Energy Modeling and Analysis of HPC Applications, Madurai 2014
    4. Energy Modeling Solutions for HPC Clouds, Madurai 2013
    5. Energy Efficient Clouds at Anna University, Chennai 2013
    6. Energy Efficient Sensor Clouds at Kalasalingam University, Sirivilliputhur, India, 2013
    7. OpenMP presentation at SUN Engineering College, Networks Seminar
    8. HPC, Grid, Cloud Presentation at Ponjesly College of Engineering
    9. Grid, Cloud presentation at St.Xavier's Catholic College of Engineering

    Entrepreneurial / Outreach Activities

      2024:
    1. Organizer :
      2. Topic: Strategies for Digital Success for Startups, Speaker: Ajay S. Nair - CEO FreshMindIdeas, Date: 17.1.2024

      2023:
    2. Distinguished Global Speaker: 2nd Global Entrepreneurship Catalyst Symposium 2023, Cape Town, South Africa, Title: Mentoring Tech-Startups , Date: 28.10.2023.
    3. Organizer: Startnow - Entrepreneurship Awareness Program, Date: 19.10.2023.
    4. Organizer: Management Development Program on Scaling up of MSMEs through Information and Communication Technology, Date: 6.3.2023 to 10.3.2023.
    5. Organizer: Co-Innovation Strategies on National Startup Day, Date: 16.1.2023, Chief Guest: Mr. Surya Bose (Niece of our leader Shri. Subash Chandra Bose)

      6. 2022:
    6. Organizer: Indo-European Entrepreneurial Hackathon (IEE-Hacks-2022) on 23.8.2022.
    7. Organizer: Intellectual Property Rights (IPR) awareness program of National IP Awareness Mission, Govt. of India, on 14.6.2022.
    8. Speaker at National Education Policy on topic "Importance of Incubation Centres for HEIs" at Indian Institute of Information Technology Kottayam, Nagpur on 28.3.2022.
    9. Speaker at Nexpression Pvt. Ltd 100 Day Learning Series, 15.3.2022, Topic: AIC-IIITKottayam for HEIs.
    10. Organizer along with AIC team: "Need for Women Entrepreneurs in India", 8.3.2022 - Speakers: Mr. T. Prassanna, CTS Senior Manager, Ms. Charmine, South Africa, Ms. Amritha, Litmus7.
    11. Logo Launch: Nelicca of Nexpression Pvt. Ltd, on 10.1.2022
      2021:
    1. Speaker and Member: Institute Innovation Council, on 9.10.2021.
    2. Organizer -- Serve Nation as an Entrepreneur -- iDEX Outreach program of the Ministry of Defense (23.9.2022), , Chief Guest: i) Gp. Cap. Shri. Pallav Haldekar (IAF), ii) Shri. Dayanand DIO, iii) Shri. Ganesh Kumar (Director-Sales, Tata Elxi), iv) Shri. Kewyn Walter (Author of Digital First), v) Shri. Manoj Nimbalkar (Founder of DareToStart, Germany.
    3. Speaker and Member: Strategies for Innovation and Entrepreneurship in Rajiv Gandhi Institute of Technology Kottayam, Institute Innovation Council, on 31.7.2021.
    4. Organizer -- 3D Printing -- Redefining Innovation on 18.2.2021
    5. Organizer -- ACM/CSI/IEEECS sponsored Symposium on "IoT Cloud for Societal Applications (IoTCloud'21)" on 3 May 2021.
      2020 & Others:
    1. Organizer Indo-European Entrepreneurial Hacks2020 , Nov2020
    2. Serving as Director/PI/Representative Officer of AIC-IIITKottayam Foundation
    3. Serving as MSME-Business Incubation Incharge of IIIT-Kottayam
    4. Policy Ambassador/ NISP Coordinator (IIIT-Kottayam) of AICTE Startup Policy
    5. Organizer Technological Entrepreneurial Development Program (DST-EDII) - 2019, 2020
    6. Jury-Judge of Wadhwani Foundation
    7. Mentor of several startup companies
    8. Training Organizer : IT technologies for business Training program, Total Attendees: 19; 1.10.2019
    9. Training Organizer : IoT Training Program for Entrepreneurs, Total Attendees: 16 | 5.2.2020
    10. Training Organizer : Proposal Writing; Total Attendees: 40 | 5.12.2019
    11. Organizer : Outreach activity -- Kiddovate Event; Total School Students: 33 | 15.8.2019
    12. Organizer : Outreach activity -- Kiddovate Event; Total School Students: 85 | 3.3.2020

    Ongoing Academic Activities -- FDP / Technical Program Committee

    1. Established IoT Cloud Research Laboratory (Group) at IIIT-Kottayam (at 2017 and extended it on 2022).
    2. Shajulin Benedict, Edge Intelligence: Deep learning-enabled edge computing, authoring a book with UK Publishers.
    3. Reviewer – IEEE Access, IEEE-IoT, IEEE Trans.Parallel and Distributed Computing, IEEE Trans. on Industrial Informatics.

    Editor -- Books/Journals

    1. Associate Editor - IEEE Access (Imp.Factor - 4.098)
    2. Editor: Journal of Ubiquitous Computing and Communication Technologies, since June 2024.
    3. Special Issue Editor - Internet of Things Journal (Elseiver) in Aug. 2022, Editors: Shajulin Benedict, Michael Gerndt, and Radu Prodan, Title: Scalable and Secure IoT using Cloud/Fog/Edge Computing , Journal Name: Internet of Things ISSN: 2542-6605, Elsevier, Aug. 2022.
    4. Editorial Board of Journal: Journal of IoT in Social, Mobile, Analytics, and Cloud (No Publication Fee)
    5. Special Issue Editor - Title: IoT Cloud Solutions for Societal Applications Editors: Shajulin Benedict and Michael Gerndt, Journal: SCPE Journal (Scalable Computing Practice and Experience); ISSN: 1895-1767, SCI Journal, Sep. 2019.
    6. Special Issue Editor - Title: energy reduction techniques for exa-scale computing: theory and practice ; Editors: Shajulin Benedict, Michael Gerndt, Siegfried Benkner, Journal: Computing Journal - Springer, ISSN-0010-485X, SCI Journal, 2017.

    Completed Academic Activities -- Board of Studies / FDP / TPC / Ph.D Thesis Examinar

    1. Organizer :, 25th ACM Intl. Conf. on Distributed Computing and Networking, ICDCN 2024 Workshop on Ideas, Algorithms, Models, Libraries and Tools for Leveraging Heterogeneity in Computing Paradigms, at IIT-Madras, Date: 4.1.2024.
    2. Organizer: : 3-Day workshop on Cloud Computing and Security at IIIT-Kottayam, Date: 18-20-12.23.
    3. Organizer :, Talk on Career/Research Improvement Techniques by Mr. Nandalal-EBSCO-IEEE, Date: 3.10.2023.
    4. Organizer :, Workshop on IoT Platforms and Programming Essentials, jointly with TUM-Germany, and AIC-IIITKottayam, Date: 7-12 Aug. 2023.
    5. Organizer :, Research Techniques and Career Development using IEEEXplore , Date: 24.11.2022.
    6. Organizer :, In-plant Training on IoT, 23 participants, Rs. 1000 per candidate, Date: 19,20-12.2022.
    7. Organizer :, EBSCO-IEEE (Industry-Specific) webinar on "Value of IEEE Xplore in Research & Career Development" by Mr. Nandalal M. on 24.11.2022, 5 PM.
    8. Organizer :, 3 Day Workshop on IoT Analytics by Mr. Behera, TCS-Hyderabad, on 8,10,12 Nov. 2022, 8:30 PM to 9:40 PM.
    9. Organizer :, EBSCO-IEEE (Industry-specific) webinar on "IEEE Article Writing and Digital Library Features" by Mr. Nandalal M. -- 2.3.2022.
    10. Organizer :, AICTE-Sponsored FDP program on "Serverless IoT for Societal Products" - 24.5.2021 to 28.5.2021
    11. Keynote Speaker - IEEE/ACM/Springer Conferences.
    12. Board Of Studies Member - Dept. of CSE, National Engg. College (autonomous Institute of Anna Univeristy - Chennai) - 7.12.2020, 23.6.2021, 25.11.2021, 25.5.2024
    13. Organizer :, AICTE-Sponsored FDP program on Internet of Things on 14.9.2020 to 18.9.2020
    14. Organizer : IEEE-based ICITIIT-20 at IIIT-Kottayam and published in IEEE Digital Library
    15. Organizer : IEEE-based ICGHPC13, ICGHPC16
    16. mTaaS, CCGrid2017, cloudCom2015, cloudCom2016, ACM-SIGARCH ICS2014, Europar2013, PARCO2011, IC32015, IC32016, IC32017
    17. Reviewer - Elsevier - Computers and Industrial Engineering, since 2020
    18. Reviewer - Elsevier - Journal of Parallel and Distributed Computing, since 2017
    19. Reviewer - Elsevier - Alexandria Engineering Journal, since 2016
    20. Reviewer - Elsevier - Sustainable Computing: Informatics and Systems, since 2017
    21. Reviewer - IEEE Trans.on Parallel and Distributed Systems (2010, 2011)
    22. Reviewer - IEEE Trans.on Systems, Man, Cybernatics, Part-II (2009)
    23. Reviewer - Springer - Computing Journal - 2016, 2020
    24. Technical Program Committee of
        Springer ISIC 2022, 2021
        4th CoCoNet Conference, India. ,
        12th IEEE-CloudCom2020,
        IEEE ICC'20 CFCNS Track,
        EuroPar2020
        IEEE-PREMI2019,
        IEEE ICC'20 CFCNS Track,
    25. Ph.D Thesis -- Indian Examinar (and, Viva-Voce Board):
        Anna University-Chennai, India, 2019, 2020, 2021, 2022, 2023, 2024.
        Kalasalingam University, Srivilliputhur, India, 2020. ,
        Sathyabama University, Chennai, India, 2019, 2022 (2).
        Visvesvaraya Technological University, India, 2021, 2022.
        National Engineering College, Anna University, 2022, 2023.
        Rajiv Gandhi Institute of Technology, Govt. Engg. College, Kerala, 2020.

    Publications / Patents

    Please visit, googleScholar or Scopus Author or DBLP or github products

    Granted Patents:

    1. German Patent (Utility) - Title: A Prediction-Enabled Collaborative Manufacturing Framework (PE-CF) System, No: 202024101830, date: 7.5.2024
    2. Indian Patent (Design) - Title: IoT-enabled Indoor Air Quality Monitor, No. 339234-001, date: 18.4.2024
    3. German Patent (Utility) - Title: A Comprehensive Carbon-Aware Workflow Runtime Management System, No: 202023107625, date: 8.2.24
    4. Indian Patent (Design) - Title: Smart Height Adjustable Table, No:348573-001, Journal No:51/2022, date: 23.12.2022.
    5. Indian Patent - Title: Digital Cost Meter for Fused Deposition Modeling (FDM) 3D Printers, No: 202041055550, Journal No: 52/2020 dated 25.12.2020.
    6. Australian Patent - Title: Scalable space structured ledger framework for Industrial Internet of Things using Blockchain technique, Patent No: 2021106931, dated 17.11.2021.
    7. Indian Patent (Design) - Title: Automatic Fish Feeder, No: 334476-001 - Journal No: 52/2020 dated 25.12.2020.
    8. Indian Patent (Design) - Title: Smart Bin with Rewarding Tracker, No: 333752-001 - Journal No: 46/2020 dated 13.11.2020.

    Books:

    1. Shajulin Benedict, Big City Bold Ideas , Self-pub, Edition 1, ISBN: 978-93-5408-352-5, pp. 1-94, Jan 2021.
    2. Shajulin Benedict, Deep Learning Techniques for Social Impact, in IOPPublishers, UK (London) pp. 1 - 264, October 2022.
    3. Shajulin Benedict, Edge Intelligence: Deep Learning-Enabled Edge Computing , in IOPPublishers, UK (London), Hardback ISBN: 9780750355919, Ebook ISBN: 9780750355933, DOI: 10.1088/978-0-7503-5593-3, June 2024.

    SCI Journals:

    1. Shajulin Benedict, EA-POT: An Explainable AI Assisted Blockchain Framework for HoneyPot IP Predictions, in Acta-Cybernetica Journal, Vol. 26, No. 2, pp. 149-173, doi: https://doi.org/10.14232/actacyb.293319, 2023.
    2. Basil Sunny, Shajulin Benedict, and Rajan M.P., Electrical energy estimation of 3D printing jobs for industrial internet of things(IIoT) applications, in Rapid Protyping Journal, Emerald Publishers, doi: https://doi.org/10.1108/RPJ-05-2022-0157, 2023.
    3. Zahra Najafabadi Samani, Narges Mehran, Dragi Kimovski, Shajulin Benedict, Nishant Saurabh, Radu Prodan, Incremental Multilayer Resource Partitioning for Application Placement in Dynamic Fog, in IEEE Trans. on Parallel and Distributed Computing, doi:10.1109/TPDS.2023.3262695, , Vol. 34, No. 6, pp. 1877--1896, June 2023.
    4. Shajulin Benedict, IoT-Enabled Remote Monitoring Techniques for Healthcare Applications -- An Overview, in Informatica Journal, Vol. 46, pp. 131--149, DOI: https://doi.org/10.31449/inf.v46i2.3912 , 2022.
    5. Shajulin Benedict, Shared Mobility Intelligence using Permissioned Blockchains for Smart Cities, in New Generation and Computing, Vol. 40, pp. 1009--1027, DOI: 10.1007/s00354-021-00147-x , Springer, 2022.
    6. Markus Steinbach, Anshul Jindal, Mohak Chadha, Michael Gerndt, and Shajulin Benedict, TppFaaS: Modeling Serverless Functions Invocations via Temporal Point Processes, in IEEE ACCESS journal, Vol. 10, pp. 9059-9084, DOI: 10.1109/ACCESS.2022.3144078 , 2022.
    7. Shajulin Benedict, Serverless Blockchain Enabled Architecture for IoT Societal Applications, in IEEE Transactions on Computational Social Systems, Vol. 7, No. 5, pp. 1146-1158, doi:10.1109/TCSS.2020.3008995 , 2020.
    8. Nishant Saurabh, Shajulin Benedict, Jorge G.Barbosa, Radu Prodan, Expelliarmus: Semantic-Centric Virtual Machine Image Management in IaaS Clouds, in Journal of Parallel and Distributed Computing (Elsevier), Vol. 146, DOI: https://doi.org/10.1016/j.jpdc.2020.08.001 pp. 107-121, 2020.
    9. Ennio Torre, Juan J. Durillo, Vincenzo de Maio, Prateek Agrawal, Shajulin Benedict, Nishant Saurabh, Radu Prodan, A Dynamic Evolutionary Multi-Objective Virtual Machine Placement Heuristic for Cloud Data Centers, in Information and Software Technology, Vol. 128, No. 106390, pp. 1-12, DOI: https://doi.org/10.1016/j.infsof.2020.106390 Elsevier, Dec. 2020.
    10. Shajulin Benedict, Rejitha R.S., Preethi B., Bright C., and Judyfer W.S., Energy Analysis of Code Regions of HPC Applications using EnergyAnalyzer Tool, in Int. Journal of Computational Science and Engineering, InderScience publishers, Vol. 14, No.3, pp.267-278, DOI: 10.1504/IJCSE.2017.084163 2017.
    11. Shajulin Benedict (2018), Prediction Assisted Runtime Based Energy Tuning Mechanism for HPC Applications, in Sustainable Computing, Informatics and Systems, Elsevier, Vol.19, pp.43-51, https://doi.org/10.1016/j.suscom.2018.06.004, 2018.
    12. Shajulin Benedict, SCALE-EA: A Scalability Aware Performance Tuning Framework for OpenMP Applications, Scalable Computing: Practice and Experience, Vol. 19, No.1, pp. 15-29, DOI 10.12694/scpe.v19i1.1390, (https://www.scpe.org/index.php/scpe/article/view/1390/525) 2018.
    13. A Stephen, Shajulin Benedict, RPA Kumar, Monitoring IaaS using various cloud monitors, in Cluster Computing, Vol. 22, No. 5, pp. pp 12459–12471, https://doi.org/10.1007/s10586-017-1657-y, Springer, 2019.
    14. Rejitha R.S., Shajulin Benedict, Suja A.Alex, and Shany Infanto (2017), 'Energy Prediction of CUDA Application Instances using Dynamic Regression Models', in Computing-Springer, DOI:10.1007/s00607-016-0534-5 , pp.1-26, 2017.
    15. Matthias Janetschek, Radu Prodan, and Shajulin Benedict (2017), 'A Workflow Runtime Environment for Manycore Parallel Architectures', FGCS, Elsevier, DOI: http://dx.doi.org/10.1016/j.future.2017.02.029, Vol. 75, pp. 330-347, 2017.
    16. Vincenzo Di Maio, Radu Prodan, Shajulin Benedict, Gabor Kecskemeti (2016), 'Modelling energy consumption of network transfers and virtual machine migration', in FGCS-Elsevier (March 2016), Vol. 56, doi:10.1016/j.future.2015.07.007, pp. 388-406, 2016.
    17. Shajulin Benedict and M.Gerndt (2014), 'Scalability and Performance Analysis of OpenMP Codes Using the Periscope Toolkit', in Computing and Informatics, Vol. 33, No. 4, pp. 921 - 942, 2014.
    18. Shajulin Benedict (2013), 'Performance Issues and Performance Analysis Tools for HPC Cloud Applications: A Survey, Computing Journal, Vol. 95, No. 2, pp 89-108, DOI 10.1007/s00607-012-0213-0 Springer, 2013.
    19. Shajulin Benedict (2012), 'Energy-Aware Performance Analysis Methodologies for HPC Architectures - An Exploratory Study' Vol. 35, No. 6, Journal of Network and Computer Applications, Elsevier, 10.1016/j.jnca.2012.08.003 , pages 1709 - 1719, November 2012.
    20. Shajulin Benedict, Rejitha R.S. and Vasudevan V., 'An evolutionary and hybrid scheduling algorithm for Computational Grids, Journal of Advanced Computational Intelligence and Intelligent Informatics, doi.org/10.20965/jaciii.2008.p0479 Vol. 12, No. 5, pp. 479-484, 2008.

     

    Book Chapters:

    1. Shajulin Benedict, Edge intelligence, in IoP Publisher, Ch-1, pp. 1-1 to 1-16, DOI: 10.1088/978-0-7503-5593-3ch1 , 2024.
    2. Shajulin Benedict, Edge Computing Architectures, in IoP Publisher, Ch-2, pp. 2-1 to 2-29, DOI: 10.1088/978-0-7503-5593-3ch2 , 2024.
    3. Shajulin Benedict, Edge OS and Programming Models, in IoP Publisher, Ch-3, pp. 3-1 to 3-17, DOI: 10.1088/978-0-7503-5593-3ch3 , 2024.
    4. Shajulin Benedict, Edge Intelligence: Learning Techniques, in IoP Publisher, Ch-4, pp. 4-1 to 4-20, DOI: 10.1088/978-0-7503-5593-3ch4 , 2024.
    5. Shajulin Benedict, Inference/Prediction Techniques, in IoP Publisher, Ch-5, pp. 5-1 to 5-18, DOI: 10.1088/978-0-7503-5593-3ch5 , 2024.
    6. Shajulin Benedict, Edge Resources and Accelerators, in IoP Publisher, Ch-6, pp. 6-1 to 6-20, DOI: 10.1088/978-0-7503-5593-3ch6 , 2024.
    7. Shajulin Benedict, Performance Analysis and Edge-Enabled Applications, in IoP Publisher, Ch-7, pp. 7-1 to 7-22, DOI: 10.1088/978-0-7503-5593-3ch7 , 2024.
    8. Shajulin Benedict, Security in Edge-AI Systems, in IoP Publisher, Ch-8, pp. 8-1 to 8-21, DOI: 10.1088/978-0-7503-5593-3ch8 , 2024.
    9. Shajulin Benedict, Frameworks: Edge-AI Platforms, in IoP Publisher, Ch-9, pp. 9-1 to 9-24, DOI: 10.1088/978-0-7503-5593-3ch9 , 2024.
    10. Shajulin Benedict, Orchestration Platforms: Computing Continuum, in IoP Publisher, Ch-10, pp. 10-1 to 10-20, DOI: 10.1088/978-0-7503-5593-3ch10 , 2024.
    11. Shajulin Benedict, Edge-AI Applications, in IoP Publisher, Ch-11, pp. 11-1 to 11-28, DOI: 10.1088/978-0-7503-5593-3ch11 , 2024.
    12. Shajulin Benedict, Business Opportunities usign Edge-AI, in IoP Publisher, Ch-12, pp. 12-1 to 12-17, DOI: 10.1088/978-0-7503-5593-3ch12 , 2024.
    13. Shajulin Benedict, Challenges and Future Directions, in IoP Publisher, Ch-13, pp. 13-1 to 13-5, DOI: 10.1088/978-0-7503-5593-3ch13 , 2024.
    14. Shajulin Benedict, Deep learning for social good—an introduction, in IoP Publisher, Ch-1, pp. 1-1-1-16, DOI:10.1088/978-0-7503-4024-3ch1 , 2022.
    15. Shajulin Benedict, Applications for Social good, in IoP Publisher, UK, Ch-2, pp. 2-1 to 2-16, DOI: doi:10.1088/978-0-7503-4024-3ch2, 2022.
    16. Shajulin Benedict, Computing Architectures - Base Technologies, in IoP Publisher, UK, Ch-3, pp. 3-1 to 3-42, DOI: 10.1088/978-0-7503-4024-3ch3, 2022.
    17. Shajulin Benedict, CNN Techniques, in IoP Publisher, UK, Ch-4, pp. 4-1 to 4-24, DOI: 10.1088/978-0-7503-4024-3ch4, 2022.
    18. Shajulin Benedict, Object Detection Techniques and algorithms, in IoP Publisher, UK, Ch-5, pp. 5-1 to 5-21, DOI: 10.1088/978-0-7503-4024-3ch5, 2022.
    19. Shajulin Benedict, Sentiment Analysis - Algorithms and Frameworks, in IoP Publisher, UK, Ch-6, pp. 6-1 to 6-22, DOI: 10.1088/978-0-7503-4024-3ch6, 2022.
    20. Shajulin Benedict, Autoencoders and Variational Autoencoders, in IoP Publisher, UK, Ch-7, pp. 7-1 to 7-17, DOI: 10.1088/978-0-7503-4024-3ch7, 2022.
    21. Shajulin Benedict, GANs and Disentangled Mechanisms, in IoP Publisher, UK, Ch-8, pp. 8-1 to 8-13, DOI: 10.1088/978-0-7503-4024-3ch8, 2022.
    22. Shajulin Benedict, Deep Reinforcement Learning Architectures, in IoP Publisher, UK, Ch-9, pp. 9-1 to 9-13, DOI: 10.1088/978-0-7503-4024-3ch9, 2022.
    23. Shajulin Benedict, Facial Recognition and Applications, in IoP Publisher, UK, Ch-10, pp. 10-1 to 10-13, DOI: 10.1088/978-0-7503-4024-3ch10, 2022.
    24. Shajulin Benedict, Data security and Platforms, in IoP Publisher, UK, Ch-11, pp. 11-1 to 11-17, DOI: 10.1088/978-0-7503-4024-3ch11, 2022.
    25. Shajulin Benedict, Performance monitoring and applications, in IoP Publisher, UK, Ch-12, pp. 12-1 to 12-20, DOI: 10.1088/978-0-7503-4024-3ch12, 2022.
    26. Shajulin Benedict, Deep Learning - Future Perspectives, in IoP Publisher, UK, Ch-13, pp. 13-1 to 13-5, DOI: 10.1088/978-0-7503-4024-3ch13, 2022.
    27. Shajulin Benedict, Rachit Verma, Bhagyalakshmi M., FML Framework: Function Triggered ML-as-a-Service for IoT Cloud Applications, in Springer 3rd Int. Conf. on Advances in Distributed Computing and Machine Learning, ICADCML 2022, NIT Warrangal, LNNS, Vol. 427, Springer, DOI: https://doi.org/10.1007/978-981-19-1018-0_7 , pp. 71-81, 2022.
    28. Shajulin Benedict, Performance Issues and Monitoring Mechanisms for Serverless IoT Applications -- An Exploratory Study, in SCI-2020, Springer-SIST series, Vol.225, DOI:https://doi.org/10.1007/978-981-16-0878-0_17, pp.165-174, 2021.
    29. Shajulin Benedict, Energy Efficient Aspects of Federated Learning -- Mechanisms and Opportunities, in icSoftComp2020, in Soft Computing and its Applications, Springer-CCIS series, DOI: https://doi.org/10.1007/978-981-16-0708-0_4, 2021.
    30. Shajulin Benedict, Prateek Agrawal, Radu Prodan, Energy Consumption Analysis of R-based Machine Learning Algorithms for Pandemic Predictions, in Advanced Informatics for Computing Research, CCIS-Springer, 4th ICAICR 2020, Vol. 1393, https://doi.org/10.1007/978-981-16-3660-8_18, pp. 192-204, Jun 2021.
    31. Shajulin Benedict, Energy-Aware Edge Intelligence for Dynamic Intelligent Transportation System, in 10th IACC 2020, Communications in Computer and Information Science, Vol 1368, pp.132-151, Springer, DOI: https://doi.org/10.1007/978-981-16-0404-1_11 2021.
    32. Shivendra Singh and Shajulin Benedict, Indian Semi-Acted Facial Expression (iSAFE) Dataset for Human Emotions Recognition, in LNCS Springer Conference, SIRS 2019, India (BEST PAPER AWARD), DOI: https://doi.org/10.1007/978-981-15-4828-4_13 , Vol.1209, 2020.
    33. Shajulin Benedict, Rejitha R.S., and C.Bright, 'Energy Consumption Analysis of HPC Applications using NoSQL Database Feature of EnergyAnalyzer', in Intelligent Cloud Computing, LNCS, Springer, Vol. 8993, DOI:10.1007/978-3-319-19848-4_7, pp. 103-118, 2015.
    34. Shajulin Benedict, Michael Gerndt, and Diana Michaela (2014), Formalizing Bottlenecks in Task-Based OpenMP Applications, in Advances in Parallel Computing, IOS press, Vol. 25, doi:10.3233/978-1-61499-381-0-103 , pages 103-112, 2014.
    35. Shajulin Benedict and M.Gerndt, Automatic Performance Analysis of OpenMP codes on a scalable shared memory system using Periscope, in Applied Parallel and Scientific Computing, Vol. 7134, pp. 452-462, LNCS, Springer Publishers, 10.1007/978-3-642-28145-7_44, 2012.
    36. Shajulin Benedict, Matthias Brehm, M.Gerndt, Carla Guillen, Wolfram Hesse and V.Petkovve, Automatic Performance Analysis of Large Scale Simulations, Lecture Notes in Computer Science (LNCS) series, Vol. 6043, pp. 199-207, 10.1007/978-3-642-14122-5_24 , Springer publications, 2009.
    37. Shajulin Benedict, V.Petkovve, M.Gerndt, PERISCOPE: An Online-based Distributed Performance Analysis Tool, Book Chapter, Tools for High Performance Computing 2009, Springer Publishers, Dresden, 10.1007/978-3-642-11261-4_1 , pp. 1-16.

    Refereed Journals:

    1. Shajulin Benedict, Distributed Blockchains for Collaborative Product Designs in Smart Cities, in International Journal of Social Computing and Cyber-Physical Systems, Inderscience, Vol. 2, No. 3, DOI:10.1504/IJSCCPS.2021.117977 , ISSN:2040-0721, pp. 256-274, 2021.
    2. Shajulin Benedict, Deepumon Saji, Rajesh P. Sukumaran, Bhagyalakshmi M., Blockchain-Enabled Federated Learning on Kubernetes for Air Quality Prediction Applications, in Journal of Artificial Intelligence and Capsule Networks, Vol.3, No.3, DOI: https://doi.org/10.36548/jaicn.2021.3.004 , pp. 196-217, 2021.
    3. Brintha N.C., Shajulin Benedict, Winowlin Jappes J.T., Resource Allocation in Cloud Manufacturing using Bat Algorithm, in Int. Journal of MTM, Inderscience publishers, Vol. 34, No. 3, pp.296-310, DOI:10.1504/IJMTM.2020.107309 , 2020.
    4. Shajulin Benedict (2018), Performance Improvement Options of Scientific Applications on XeonPhi KNL Architectures, in Int. Journal of Knowledge, Engineering and Data Mining, Inderscience journals, Vol. 5, No. 1-2, pp.1-16, DOI:10.1504/IJKEDM.2018.092811 , 2018.
    5. NC Brintha and Shajulin Benedict, A survey on cloud-based solutions for cloud manufacturing, in International Journal of Computer Aided Engineering and Technology, doi: 10.1504/IJCAET.2018.088834 Vol. 10, No.1-2, pp.126-140, 2018.
    6. Brintha N.C., Shajulin Benedict, Winowlin Jappes J.T., A bio-inspired hybrid approach for managing and scheduling virtual Resources in Cloud Manufacturing, Applied Mathematics and Information Sciences, Vol. 11, No. 2, pp. 565-572, DOI:http://dx.doi.org/10.18576/amis/110228, 2017.
    7. N.C. Brintha, Shajulin Benedict, J.T. Winowlin Jappes, An Approach for Management and Scheduling of Resources in Printing and Packaging Enterprise using Cloud Manufacturing, in Int. Journal of Printing, Packaging, and Allied Sciences, Vol. 4, No. 5, pp. 2983-2993, 2016.
    8. N.C. Brintha, Shajulin Benedict, J.T. Winowlin Jappes (2015), Machining parameter optimisation of Al/SiCp composite materials using artificial neural networks, in IJCAET, Inderscience Publishers, Vol. 7, No.1 pp. 2 - 14, DOI:10.1504/IJCAET.2015.066166, 2015.
    9. Christobel M., TamilSelvi, Shajulin Benedict (2015), "Efficient Scheduling of Scientific Workflows with Energy Reduction using Novel Discrete Particle Swarm Optimization and Dynamic Voltage Scaling for Computational Grids" in Scientific World Journal, Hindawi publishers, Vol.2015, pp.1-11, 2015.
    10. N.C. Brintha, Shajulin Benedict, J.T. Winowlin Jappes (2015), An Improved PSO based Cloud Solution for Cloud Manufacturing, Journal of Chemical and Pharmaceutical Sciences, Vol. 974, pp. 2115-2119, 2015.
    11. Wilfred and Shajulin Benedict (2014), Extensive Survey on Software Tools and Systems Destined for Water Quality, in Int. Journal of Applied Engineering Research, Vol.9, No.22, pp.12991-13008, 2014.
    12. Brintha. N. C, Shajulin Benedict, Winowlin Jappes (2013). J. T, Machining Parameter Optimization Of Al/Sic p Composite Materials Using Genetic Algorithm, Int. Journal of Engg. Research and Technology, Vol. 2, No. 6, pp. 691 - 703, 2013.
    13. Absa S. and Shajulin Benedict (2013), Penalty Model for SLA Architecture in Cloud, Networking and Communication Engineering, Vol. 5, No. 4, pp. 200-206, 2013.
    14. Shajulin Benedict and Vasudevan V. (2008), 'A Niched Pareto GA approach for scheduling scientific workflows in wireless Grids', Journal of Computing and Information Technology, Vol. 16, No. 2, pp. 101-108.
    15. Shajulin Benedict and Vasudevan V. (2008), 'Improving scheduling of scientific workflows using Tabu Search for computational Grids', Information Technology Journal, Vol. 7, No. 1, pp. 91-97.
    16. Shajulin Benedict and Vasudevan V. (2007), 'Scheduling of scientific workflows using Evolutionary and Threshold Accepting algorithm for Grids', Asian J. of Information Technology, Vol. 6, No. 8, pp. 859-865. , June 2007.
    17. Shajulin Benedict and Vasudevan V. (2007), 'Scheduling of scientific workflows using Simulated Annealing algorithm for Computational Grids', Int. J. of Soft Computing, Vol. 2, No. 5, pp. 606-611.
    18. Shajulin Benedict and Vasudevan V. (2007), 'Scheduling of scientific workflows using Discrete PSO Algorithm for Grids', JCIT: J. of Convergence Information Technology, Vol. 2, No. 4, pp. 29-35.

    Peer Reviewed International Conferences:

    1. Rachit Verma and Shajulin Benedict, AdaptPSOFL: Adaptive Particle Swarm Optimization Based Layer Offloading Framework for Federated Learning, in 4th International Conference on Image Processing and Capsule Networks (ICIPCN-2023), Thailand, Lecture Notes in Networks and Systems, Vol 798. Springer, Singapore. https://doi.org/10.1007/978-981-99-7093-3_40, pp. 597--610, 2023.
    2. Yu-Ju Chiu, Shajulin Benedict, and Michael Gerndt, E2D2: Elephant Emotion and Distraction Detection Framework using Edge-Enabled YOLOv5 Deep Learning Algorithm, in 2023 IEEE International Conference on Contemporary Computing and Communications (InC4), Bangalore, India, pp. 1--6, DOI:10.1109/InC457730.2023.10262860,April 2023.
    3. Shajulin Benedict, Lakshin Kumar R., and Baranidaran M., In-Store Product Placement using LiDAR-Assisted Discrete PSO Algorithm, in 8th International Conference Information, Communication & Computing Technology (ICICCT-2023), (16 selected papers out of 323 papers), JIMS, Delhi, India, Vol 1841. Springer, Cham. DOI: https://doi.org/10.1007/978-3-031-43838-7_6, pp. 74--87, 2023.
    4. Jiby Mariya Jose and Shajulin Benedict, DeepASD Framework: A Deep Learning-Assisted Automatic Sarcasm Detection in Facial Emotions, 2023 8th International Conference on Communication and Electronics Systems (ICCES), Coimbatore, India, pp. 998-1004, gate.io, 2023.
    5. Shajulin Benedict, S. Vivek Reddy, Bhagyalakshmi M., Jiby Mariya Jose, and Radu Prodan, Performance Improvement Strategies of Edge-Enabled Social Impact Applications, in (IEEE) 6th Int. Conf. on Inventive Computation Technologies, ICICT'23, Lalitpur Nepal, pp. 1696-1703, doi: 10.1109/ICICT57646.2023.10134420, 2023.
    6. Shajulin Benedict, Vendanta S.P., and Tanya Gupta, IoT Enabled Trustless Trusts for Water Distribution Systems in SmartCities -- An Architectural Design, in IEEE International Conference on Networking and Communications 2023 (ICNWC 2023), Chennai, India, doi: 10.1109/ICNWC57852.2023.10127393, pp.1--6, 2023.
    7. Shajulin Benedict, Rubiya Subair, Tanya Gupta, and Vedanta S.P., Penalty-Enabled Serverless Architecture for Cloud-based Startup Solutions, in 6th International Conference on Inventive Computation Technologies, ICICT, Lalitpur Nepal, pp. 497-502, doi: 10.1109/ICICT57646.2023.10134026 , 2023.
    8. Shajulin Benedict, Carbon Neutrality Approaches for IoT-Enabled Applications, in 3rd (IEEE) Int. Conf. on Artificial Intelligence and Smart Energy, ICAIS 2023, Coimbatore, India, pp. 152-157, doi: 10.1109/ICAIS56108.2023.10073921 , 2023.
    9. Oscar Lange, Jiby Mariya Jose, Shajulin Benedict, and Michael Gerndt, Automated Energy Modeling Framework for Microcontroller-based Edge Computing Nodes, in Int. Conf. on Advanced Network Technologies and Intelligent Computing (ANTIC 2022), Varanasi, India, pp 422--437, doi: https://doi.org/10.1007/978-3-031-28180-8_29, 2023.
    10. Mohak Chadha, Nils Krueger, Jophin John, Anshul Jindal, Michael Gerndt, Shajulin Benedict, Exploring the Use of WebAssembly in HPC, in Proc. of the Principles and Practice of Parallel Programming (PPoPP'23), Montreal, Canada, doi:https://doi.org/10.1145/3572848.3577436, pp. 92--106, Feb 2023.
    11. Anshul Jindal, Jiby Mariya Jose, Shajulin Benedict, and Michael Gerndt, LoRA-Powered Energy-Efficient Object Detection Mechanism in Edge Computing Nodes, in Proc. of 6th (IEEE) Int. Conf. on I-SMAC 2022, Nepal, pp. 237-244, doi: 10.1109/I-SMAC55078.2022.9987393, 2022.
    12. Rachit Verma, M. Bhagyalakshmi, and Shajulin Benedict, Microservice-Oriented Cloud-Based Driver Vigilance System for Accident Protections, in IEEE 19th India Council Int. Conf. INDICON 2022, CUSAT Univ., pp. 1--6, doi: 10.1109/INDICON56171.2022.10039731, 2022.
    13. Rajesh S. and Shajulin Benedict, Authentication and Cryptography solutions for Industrial IoT - A Study, in Proc. of 2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC), pp. 76-81, doi: 10.1109/I-SMAC55078.2022.9987278.
    14. M.G.Christopher, Jiby Maria Jose, Muhammed Nihal K.V., Tijo Thomas, Rumaise, and Shajulin Benedict, CatBoost and Genetic Algorithm Implementations for University Recommendation Systems, in proc. of 5th Int. Conf. on Inventive Computation Technologies (IEEE-ICICT2022), pp. 436-443, doi: 10.1109/ICICT54344.2022.9850798 , India, 2022.
    15. Thomas Van Loo, Anshul Jindal, Shajulin Benedict, Mohak Chadha, and Michael Gerndt, Scalable Infrastructure for Workload Characterization of Cluster Traces, in Proc. of 12th Int. Conf. on Cloud Computing and Services Science - 12th CLOSER 2022, pp. 254-263, SciTePress Publisher, DOI:10.5220/0011080300003200, 2022. .
    16. Christopher Peter Smith, Anshul Jindal, Mohak Chadha, Michael Gerndt and Shajulin Benedict, FaDO: FaaS Functions and Data Orchestrator for Multiple Serverless Edge-Cloud Clusters, in 2022 IEEE 6th International Conference on Fog and Edge Computing (ICFEC), pp. 17-25, doi: 10.1109/ICFEC54809.2022.00010 , 2022.
    17. Bhagyalakshmi M. and Shajulin Benedict, Manhole Depth Analysis and Logistics Planning using TA-Enabled IoT Cloud, in 7th IEEE 7th International conference for Convergence in Technology (I2CT), pp. 1-6, doi: 10.1109/I2CT54291.2022.9824874 , 2022.
    18. Anshul Jindal, Mohak Chadha, Shajulin Benedict and Michael Gerndt, Estimating the Capacities of Function-as-a-Service Functions, in Proc. of 14th IEEE/ACM International Conference on Utility and Cloud Computing Companion, UCC'21, UK, 2021.
    19. Rahul Badami, Shajulin Benedict, Bhagyalakshmi, APM Bots: An Automated Presentation Maker for Tourists/Corporates using NLP-Assisted Web Scraping Technique, in proc.of Int. Conf. on Advanced Network Technologies and Intelligent Computing, Springer Communications in Computer and Information Science, Vol 1534. Springer, Cham. DOI: https://doi.org/10.1007/978-3-030-96040-7_49 , 2021.
    20. Rajesh S. and Shajulin Benedict, Survey on Blockchain Enabled Authentication for Industrial Internet of Things, in IEEE 5th International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) I-SMAC 2021, pp. 1510-1516, doi: 10.1109/I-SMAC52330.2021.9640973 , 2021.
    21. Sumit Kumar Gaurav and Shajulin Benedict, Energy Aware Scheduling Algorithms for Cloud Environments – A Survey, in 2nd International Conference on Advances in Computing, Communication, Embedded and Secure Systems (ACCESS), pp. 50-55, doi: 10.1109/ACCESS51619.2021.9563340 , 2021.
    22. Shajulin Benedict, RandomForest Enabled Collaborative COVID-19 Product Manufacturing/Fabrications, in International Semantic Intelligence Conference (ISIC 2021) - Best Paper Award, CEUR-WS , 2021.
    23. Basil C. Sunny, Shajulin Benedict, Keerthana B., 3DP-FAS: An Intelligent Quality Assurance System for 3D Printer, in IEEECS/ACM/CSI sponsored IoTCloudSymp’21 , pp:32-36, 2021.
    24. Sumit Kumar Gaurav and Shajulin Benedict, A Taxonomy and Survey on Energy-Aware Scientific Workflows Scheduling in Large-Scale Heterogeneous Architecture, in IEEE 2021 6th International Conference on Inventive Computation Technologies (ICICT) , Coimbatore, India, pp. 820-826, doi: 10.1109/ICICT50816.2021.9358707, 2021
    25. Shajulin Benedict, Bill Jose Sibi, Vinaya Balakrishnan, IoT-Blockchain Enabled Yield Advisory System (IBEYAS) for Rubber Manufacturers, proc. in IEEE 2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS) , New Delhi, pp. 1-6, doi: 10.1109/ANTS50601.2020.9342839, 2020.
    26. Radu Prodan, Ennio Torre, Juan J. Durillo, Gagangeet Singh Aujla, Neeraj Kummar, Hamid Mohammad, and Shajulin Benedict, Dynamic Multi-objective Virtual Machine Placement in Cloud Data Centers, in proc. of IEEE 2019 45th Euromicro Conference on Software Engineering and Advanced Applications (SEAA), DOI: 10.1109/SEAA.2019.00023 , pp.92-99, 2019.
    27. Shubham Kumar, Shajulin Benedict, Srilakshmi N., Application of Natural Language Processing and IoTCloud in Smart Homes, in IEEE ICCT2019, Jaipur, India, doi: 10.1109/ICCT46177.2019.8969066 , pp.20-25, 2019.
    28. Mannem Srinivas, Shajulin Benedict, Basil C. Sunny, IoT Cloud based Smart Bin for Connected Smart Cities - A Product Design Approach, in IEEE ICCCNT2019, IITKanpur, doi: 10.1109/ICCCNT45670.2019.8944558 , India, pp. 1-5, 2019.
    29. Basil C. Sunny, Shajulin Benedict, Rajan M.P., and Mannem Srinivas, Impact of Printing Parameters on Energy Consumption of 3D Printers Using IoT Cloud Architecture, in IEEE INDICON 2019, Marwadi Univ., Rajkot, India, doi: 10.1109/INDICON47234.2019.9029069 , pp.1-4, 2019.
    30. Shajulin Benedict, Rumaize P., and Jaspreet K., IoT Blockchain Solution for Air Quality Monitoring in SmartCities, in IEEE ANTS 2019, BITS PILANI, Goa Campus, India, doi: 10.1109/ANTS47819.2019.9118148 pp.1-6, 2019.
    31. Shajulin Bendict, P.Gschwandtner, Thomas Fahringer, TOEP: Threshold Oriented Energy Prediction Mechanism for MPI-OpenMP Hybrid Applications, in IEEE IC32018, Noida, India, DOI: 10.1109/IC3.2018.8530575, 2018.
    32. TF Philipp Gschwandtner, Alexander Hirsch, Shajulin Benedict, Towards Automatic Compiler-assisted Performance and Energy Modeling for Message Passing Parallel Programs, in 13th Workshop on Parallel Systems and Algorithms PASA 2018, Germany, 2018.
    33. Shajulin Benedict, D.Giri, Nila G., and Sreelakshmi N., Real Time Water Quality Analysis Framework using Monitoring and Prediction Mechanisms, in proc. of 2018 Conference on Information and Communication Technology (CICT), Jabalpur, India, doi: 10.1109/INFOCOMTECH.2018.8722381 pp.1-6, 2018.
    34. Shajulin Benedict, Revenue oriented air quality prediction microservices for smart cities, in IEEE Int. Conf. on Advances in Computing, Communications and Informatics (ICACCI), doi: 10.1109/ICACCI.2017.8125879 , pp.437-442, 2017.
    35. B.C.Manoj and Shajulin Benedict, Performance analysis of firefly algorithm in peer-to-peer grid, 2017 International Conference on Technological Advancements in Power and Energy (TAP Energy), pp. 1-7, 2017.
    36. Podolskiy, V., Gerndt, H.M., Benedict, S. QoS-based cloud application management: Approach and architecture, CrossCloud 2017 - 4th Workshop on CrossCloud Infrastructures and Platforms, Colocated with EuroSys, DOI: https://doi.org/10.1145/3069383.3069390, 2017.
    37. N.C.Brintha, J.T.Winowlin Jappes, Shajulin Benedict, A Modified Ant Colony Based Optimization for Managing Cloud Resources in Manufacturing Sector, in IEEE-based 2nd International Conference on Green High Performance Computing (ICGHPC'16), doi:10.1109/ICGHPC.2016.7508068, India, 2016.
    38. Matthias Janetschek, Radu Prodan, and Shajulin Benedict (2015), A Workflow Runtime Environment for Manycore Parallel Architectures, in WORKS-SC'15, NY, ACM Publisher, USA, doi:10.1145/2822332.2822333, , 2015.
    39. Shajulin Benedict, Rejitha R.S., Phillip G., Radu Prodan, Thomas Fahringer (2015), Energy Prediction of OpenMP Applications using Random Forest Modeling Approach , in iWAPT2015 @ IPDPS 2015 DOI 10.1109/IPDPSW.2015.12 , pp. 1251-1260, 2015.
    40. Shajulin Benedict (2014), Application of Energy Reduction Techniques using Niched Pareto GA of EnergyAnalzyer for HPC Applications, in 7th IEEE IC3 2014, IEEE, scopus indexed (DBLP), http://dx.doi.org/10.1109/IC3.2014.6897234 , 2014.
    41. Wilfred and Shajulin Benedict (2014), 'AQUASCOPE: An Online Based Distributed Water Quality Analysis Methodology using Agents', in MESM2014, 2014.
    42. Rejitha R.S., Bency Bright C., and Shajulin Benedict (2013), 'Energy Consumption Analysis and Energy Optimization Techniques of HPC Applications', in IEEE Int. Conf. on Energy Efficient Technologies for Sustainability, pp. 1388 - 1394, 2013.
    43. Shajulin Benedict, Rejitha R.S., and Bency Bright C., 'Energy Consumption-based Performance Tuning of Software and Applications using Particle Swarm Optimization', in 6th IEEE CSI Int. Conf. on Software Engineering (CONSEG) 2012, IEEE proceedings, pp - 1-6, 2012.
    44. Shajulin Benedict, Rejitha R. S. and Vasudevan V. (2008), 'Threshold Accepting scheduling algorithm for scientific workflows in Wireless Grids', Proc. of 4th IEEE Int. Conf. of Networked Computing and Advanced Information Management, IEEE Computer Society, Korea, DOI 10. 1109/NCM.2008.38, pp. 686 -691.
    45. Shajulin Benedict, Vasudevan V. and Subramanian R. (2007), 'Scheduling of scientific workflows for computational Grids using Niche Based Evolutionary Algorithm', Proc. of Int. Conf. on Advanced computing and Communications, Madurai, pp. 138-141.
    46. Shajulin Benedict and Vasudevan V. (2007), 'Scheduling of scientific workflows using Threshold accepting algorithm for Computational Grids', Proc. of IEEE Int. Conf. of Services, Informatics, Pennsylvania, USA, Vol. 27, No. 29, pp. 1-6.
    47. Shajulin Benedict and Vasudevan V. (2006), 'Simulated Annealing algorithm for scheduling scientific workflows in Grids', Proc. of Int. Conf. on CPS'06, Chennai, pp. 83-88.
    48. Shajulin Benedict and Vasudevan V. (2006), 'Scheduling of scientific workflows using Niched Pareto GA for Grids', Proc. of IEEE Int. Conf. on SOLI-06, Shanghai, China, pp. 908-912.

     

    Peer Reviewed National Conferences:

    1. Shajulin Benedict, Rejitha R.S., Suja Alex (2016), 'Energy and Performance Prediction of CUDA Applications using Dynamic Regression Models', in 9th India Science Engineering Conference (ISEC2016), acm publishers, Research Track-BITS Pilani, Goa, India, DOI: DOI=http://dx.doi.org/10.1145/2856636.2856643.
    2. Shajulin Benedict, Rejitha R.S., and Suja A.Alex (2015), 'Scalability aware Performance AutoTuning for OpenMP Applications", in DDDAS-HiPC2015, DOI:10.1109/HiPCW.2015.24, Bangalore, India.
    3. Shajulin Benedict (2014), 'Threshold Acceptance Algorithm based Energy Tuning of Scientific Applications using EnergyAnalyzer', doi.acm.org/10.1145/2590748.2590759, in ISEC2014, acm publishers, 2014.
    4. Shajulin Benedict and Narmada T. (2005), 'Improving QoS in Enterprise Grid based on Agreement model', Proc. of the National Conference on Emerging trends in Networks and High performance communication system, ISTE at Hosur, India, pp. 46.
    5. Shajulin Benedict and Arul Jesu Julie (2005), 'Evaluation of Desktop grid availability and utitlity', Proc. of the National Conference on Emerging trends in Networks and High performance communication system, ISTE at Hosur, India, pp. 71.
    6. Shajulin Benedict and Meena. J. (2005), 'Enforcement of access control for trust aware in Grid applications', Proc. of the National Conference on Emerging trends in Networks and High performance communication system, ISTE at Hosur, India, pp. 52.
    7. Shajulin Benedict and Rejitha R.S. (2008), 'Data Distribution with Bittorrent for Data Grids', in Proc. of National Conference of Information Technology, NCIT'08, KLU, Sirivilliputhur, India.
    8. Shajulin Benedict and Bhuvaneshwari (2004), 'Hot Standby Routing Protocols for L3 Catalyst Switches', NCVER '04, Gwalior, India. pp. 137-141.

     

     

    Research Interests:

    Energy Consumption Analysis/Reduction Techniques
    Scalability solutions for exa-scale/Cloud applications
    IoT Cloud for Social Good Applications
    IoT Cloud solutions - blockchain and contracts
    Performance Analysis of massive parallel Applications (HPC/Grid/Cloud)
    Distributed Water Quality Analysis
    Scheduling algorithms

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