Transactions and Journal Articles

1. [pdf]Mohammad A. Hoque, Petteri Nutmi, Arjun Kumar, Samu Varjonen, Junehwa Song, Michael G. Pecht and Sasu Tarkoma. Data-driven Analysis of Lithium-ion Battery Internal Resistance Towards Reliable State of Health Estimation. (accepted'2021) Elsevier Journal of Power Sources.
2. [pdf]Sadek Ferdous, Mohammad Jabed Morshed Chowdhury, Mohammad A. Hoque. Survey of Consensus Algorithms in Public Blockchain Systems for Crypto-currencies. (accepted'2021) Elsevier Journal of Network and Computer Applications.
3. [pdf]Tong Li, Yong Li, MA Hoque, Tong Xia, Sasu Tarkoma, and Pan Hui. To What Extent We Repeat Ourselves? Discovering Daily Activity Patterns Across Mobile App Usage (accepted'2020) IEEE Transactions on Mobile Computing
4. [ACM DL] [pdf]M Hoque, Ashwin Rao, and Sasu Tarkoma. Network and Application Performance Measurement Challenges on Android Devices To appear in Sigmatrics Performamce Evaluation Review (PER), 2020.
5. [IEEE DL] [pdf] Francesco Concas, Pengfei Xu, Mohammad A. Hoque, Jiaheng Lu, and Sasu Tarkoma. Multiple Set Matching with Bloom Matrix and Bloom Vector (Accepted) ACM Transactions on Knowledge Discovery from Data, 2019.
6. [IEEE DL] [pdf] Yuxing Chen, Peter Goetsch, Mohammad A. Hoque, Jiaheng Lu, and Sasu Tarkoma. d-Simplexed: Adaptive Delaunay Triangulation for Performance Modeling and Prediction on Big Data Analytics. (Accepted) IEEE Transactions on Big Data, 2019.
7. [IEEE DL] [pdf] Jonghoe Koo, Juheon Yi, Joongheon Kim, Mohammad Ashraful Hoque, and Sunghyun Choi. Seamless Dynamic Adaptive Streaming in LTE/Wi-Fi Integrated Network under Smartphone Resource Constraints. (Accepted) IEEE Transactions on Mobile computing , 2018.
8. [IEEE DL] [pdf] Mohammad Ashraful Hoque, Matti Siekkinen, Jonghoe Koo, and Sasu Tarkoma Full Charge Capacity and Charging Diagnosis of Smartphone Batteries . IEEE Transactions on Mobile Computing, VOL. 16, NO. 11, NOVEMBER 2017.
9. [ACM DL] [pdf] Mohammad A. Hoque, Sasu Tarkoma Sudden drop in the battery level?: understanding smartphone state of charge anomaly. ACM SIGOPS Oper. Syst. Rev. 49, 2 (January 2016), 70-74.
10. [ACM DL] [pdf] Mohammad Ashraful Hoque, Matti Siekkinen, Kashif Nizam Khan, Yu Xiao, Sasu Tarkoma. Modeling, Profiling, and Debugging the Energy Consumption of Mobile Devices. ACM Comput. Surv. 48, 3, Article 39 (December 2015), 40 pages.
11. [ACM DL] [pdf] Matti Siekkinen, Mohammad Ashraful Hoque, Jukka K. Nurminen. Using Viewing Statistics to Control Energy and Traffic Overhead in Mobile Video Streaming. IEEE/ACM Transactions on Networking. vol. 24, no. 3, pp. 1489-1503, June 2016.
12. [ScienceDirect] [pdf] Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen, Mika Aalto, Sasu Tarkoma. Mobile Multimedia Streaming Techniques: QoE and Energy Saving Perspective. Pervasive and Mobile Computing, Volume 16, Part A, January 2015, Pages 96-114, ISSN 1574-1192.
13. [ACM DL] [pdf] Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen, Sasu Tarkoma, Mika Aalto. Saving Energy in Mobile Devices for On-Demand Multimedia Streaming - A cross-layer Approach. ACM Trans. Multimedia Comput. Commun. Appl. (TOMCCAP) 10, 3, Article 25 (April 2014), 23 pages.
14. [IEEE Xplore] [pdf] Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen. Energy Efficient Multimedia Streaming to Mobile Devices - A Survey. IEEE Communications Surveys & Tutorials, vol.16, no.1, pp.579,597. First Quarter 2014.

Conference and Workshop Proceedings

1. [ACM DL] [pdf]M Hoque, Ashwin Rao, and Sasu Tarkoma. Network and Application Performance Measurement Challenges on Android Devices (accepted to 38th International Symposium on Computer Performance, Modeling, Measurements and Evaluation 2020)
2. [ACM DL] [pdf] M. Hoque, P. Nurmi, M. Siekkinen, P. Hui, and S. Tarkoma. The Bits of Silence : Redundant Traffic in VoIP (Accepted 11th edition of ACM's premier conference on multimedia systems, MmSys'2020)
3. [ACM DL] [pdf] Arjun Kumar, Mohammad A. Hoque, Petteri Nurmi, Michael G. Pecht, Sasu Tarkoma, and Junehwa Song. Battery Health Estimation for IoT Devices using V-Edge Dynamics (accepted HotMobile, 2020)
4. [ACM DL] [pdf] Yuxing Chen, Jiaheng Lu, Chen Chen, Mohammad Hoque and Sasu Tarkoma. Cost-effective Resource Provisioning for Spark Workloads. accepted to 28th ACM International Conference on Information and Knowledge Management (CIKM), 2019.
5. [ACM DL] [pdf] Tong Li,Ahmad Alhilal, Anlan Zhang, Mohammad A. Hoque, Dimitris Chatzopoulos, Zhu Xiao, Yong Li, Pan Hui. Driving Big Data: A First Look at Driving Behavior Via a Large-scale Private Car Dataset In Proceedings of the IEEE 35th International Conference on Data Engineering Workshops (ICDEW) 2019, July, 2019.
6. [ACM DL] [pdf] Jonghoe Koo, Juheon Yi, Joongheon Kim, Mohammad A. Hoque, and Sunghyun Choi. REQUEST: Seamless Dynamic Adaptive Streaming over HTTP for Multi-Homed Smartphone under Resource Constraints accepted to ACM Multimedia 2017, Mountain View, USA, Oct. 23-27, 2017.
7. [ACM DL] [pdf] Mohammad A. Hoque and Sasu Tarkoma. Characterizing Smartphone Power Management in the Wild. In proceedings the 7th International Workshop on Hot Topics in Planet-Scale Measurement, HotPlanet ’16 (Received Best Paper Award).
8. [ACM DL] [pdf] Kashif Nizam Khan, Zhonghong Ou, Mohammad A. Hoque, Jukka K. Nurminen, and Tapio Niemi. Energy Efficiency of Large Scale Graph Processing Platforms. In proceedings of 7th International Workshop on Hot Topics in Planet-Scale Measurement, HotPlanet ’16.
9. [ACM DL] [pdf] Mohammad A. Hoque, Sasu Tarkoma Sudden drop in the battery level?: understanding smartphone state of charge anomaly. In Proceedings of the Workshop on Power-Aware Computing and Systems - HotPower, September 2015. (One of the best papers to appear in ACM Oprt. Sys. Rev.)
10. [ACM DL] [pdf] Salvatore Andolina, Khalil Klouche, Jaakko Peltonen, Mohammad Hoque, Tuukka Ruotsalo, Diogo Cabral, Arto Klami, Dorota Głowacka, Patrik Floréen, and Giulio Jacucci. IntentStreams: Smart Parallel Search Streams for Branching Exploratory Search. In Proceedings of the 20th International Conference on Intelligent User Interfaces (IUI ’15). ACM, New York, NY, USA, 300-305.
11. [IEEE Xplore] [pdf] Swaminathan Vasanth Rajaraman, Matti Siekkinen, Mohammad Hoque. Energy Consumption Anatomy of Live Video Streaming from a Smartphone. In Proceedings of the 25th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications - (PIMRC). September 2014.
12. [ACM DL] [pdf] Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen. Using Crowd-Sourced Viewing Statistics to Save Energy in Wireless Video Streaming. In Proceedings of the 19th ACM Annual International Conference on Mobile Computing and Networking (MobiCom). October 2013.
13. [IEEE Xplore] [pdf] Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen, Mika Aalto. Dissecting Mobile Video Services: An Energy Consumption Perspective. In Proceedings of the 14th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM). June 2013.
14. [ACM DL] [pdf] Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen. TCP Receive Buffer Aware Wireless Multimedia Streaming - An Energy Efficient Approach. In Proceedings of the 23rd ACM Workshop on Network and Operating Systems Support for Digital Audio and Video (NOSSDAV13, co-located with MMSys). February 2013.
15. [ACM DL] [pdf] Matti Siekkinen, Mohammad Ashraful Hoque, Jukka K. Nurminen, Mika Aalto. Streaming over 3G and LTE: How to Save Smartphone Energy in Radio Access Network-Friendly Way. In Proceedings of the 5th ACM Workshop on Mobile Video (MoVid 2013, co-located with MMSys). February 2013.
16. [IEEE Xplore] [pdf] Mohammad Hoque, Matti Siekkinen, and Jukka K. Nurminen. On the Energy Efficiency of Proxy-Based Traffic Shaping for Mobile Audio Streaming. In Proceedings of the 8th Annual IEEE Consumer Communications and Networking Conference (CCNC). January 2011.
17. [IEEE Xplore] [pdf] S. Saha, M. Hoque and A. Lukyanenko. Analyzing Energy E ciency of a Cooperative Content Distribution Technique. In Global Telecommunications Conference (GLOBECOM 2011), 2011 IEEE, Houston, TX, USA, 2011, pp. 1-6.
18. [IEEE Xplore [pdf] R. H. Khan, K. M. Imtiaz-Ud-Din and M. A. Hoque. Analysis of trust enhancement for cooperative communication in wireless networks. In Telecommunication Systems, Services, and Applications (TSSA), 2011 6th International Conference on Bali, 2011, pp. 209-214.

Posters & Demos

1. [ACM DL] [pdf] Mohammad A. Hoque and Sasu Tarkoma. Poster Abstract: SenSe - Sensing Data Analytics at Scale Beyond the Edge Network. To appear in the First IEEE/ACM Symposium on Edge Computing (SEC '16). ACM, New York, NY, USA.
2. [ACM DL] [pdf] Mohammad A. Hoque, Kasperi Saarikoski, Eemil Lagerspetz, Julien Mineraud, and Sasu Tarkoma. Poster: VPN Tunnels for Energy Efficient Multimedia Streaming. In Proceedings of the 21st Annual International Conference on Mobile Computing and Networking (MobiCom ’15). ACM, New York, NY, USA, 239-241.
3. [ACM DL] [pdf] Mohammad A. Hoque, Sasu Tarkoma, and Tuikku Anttila. Poster: Extremely Parallel Resource Pre-Fetching for Energy Optimized Mobile Web Browsing. In Proceedings of the 21st Annual International Conference on Mobile Computing and Networking (MobiCom ’15). ACM, New York, NY, USA, 236-238.

Technical Publications

1. [arXiv] Mohammad A. Hoque, Matti Siekkinen, Jonghoe Koo, and Sasu Tarkoma. Accurate Online Full Charge Capacity Modeling of Smartphone Batteries. Jun 2016.
2. [arXiv] Maninder Pal Singh, Mohammad A. Hoque, and Sasu Tarkoma A Survey of Systems for massive Stream Analytics. June 2016.
3. [arXiv] Mohammad Ashraful Hoque, Matti Siekkinen, Jukka K. Nurminen, and Mika Aalto. Investigating Streaming Techniques and Energy Efficiency of Mobile Video Services. Sep 2012.

Thesis

1. Mohammad A. Hoque, "Design, Implementation and Evaluation of Traffic Shaping Proxies for Power Saving in Mobile Audio Streaming" Aalto University, Department of Computer Science and Engineering, Master's Thesis, 2010.
2. Mohammad A. Hoque, "Towards Energy Efficient Multimedia Streaming to Mobile Devices" Aalto University, Department of Computer Science and Engineering, Doctoral Dissertation, 2013.

Professional Services

Ph.D. Students

• M.Sc. Tong Li (HKUST, with Prof. Pan Hui)
• M.Sc. Ahmad Al Hilal (HKUST, with Prof. Pan Hui)
• M.Sc. Tong Xia (Tsinghua University, with Prof. Yong Li)
• M.Sc. Arjun Kumar (KAIST )