Mohammad A. Hoque
FIGS PhD
Department of Computer Science
Exactum, D-230
PL 68 (Gustaf Hällströmin katu 2 b)
00014 HELSINGIN YLIOPISTO


Research Projects Publications Visits Software Services Awards Collections

Bio

I am a Postdoctoral Researcher in HIIT/University of Helsinki. My research focus is Data Analysis and Resource Adaptive Big Data Framework. I am also exploring the energy efficiency of applications in mobile and distributed computing platforms such as Giraph and Spark. I completed my Master's Degree from Aalto University in Mobile Computing in 2010. From the same University, I received my Ph.D in Energy Efficient mobile multimedia communication in 2013.

Research

Research Interests

Academic Memberships

Research Projects


Publications

Google Scholar Profile

Transactions and Journal Articles

  1. [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.
  2. [arXiv] Francesco Concas, Mohammad Ashraful Hoque, and Sasu Tarkoma. Theory and Practice of Indexed Bloom Multifilters for Multiple Set Matching Submitted to TKDE.
  3. [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.
  4. [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.
  5. [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.
  6. [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.
  7. [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] 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.
  2. [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).
  3. [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.
  4. [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.)
  5. [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.
  6. [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.
  7. [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.
  8. [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.
  9. [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.
  10. [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.
  11. [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.
  12. [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.
  13. [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.


Research Visits

Professional Services

Reviewer for International Journals and Conferences

Master Theses Supervision

  • Maninder Singh Pal
  • Teaching

  • Big Data Frameworks (2016)
  • Big Data Frameworks (2015)
  • Big Data Seminar
  • Selected Awards Scholarships and Honors

  • PhD Fellowship - FIGS, Academy of Finland 2011
  • PhD Fellowship - FIGS, Academy of Finland 2012
  • Contact

    mohammadDOTaDOThoqueAThelsinkiDOTfi