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Publications:

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• Caiyi Yang, Javad Ghaderi, Byzantine-Robust Decentralized Learning via Remove-then-Clip Aggregation, AAAI 2024, Special Track on Safe, Robust and Responsible AI, 2024.

• Christos Tsanikidis, Javad Ghaderi, Scheduling Stochastic Traffic With End-to-End Deadlines in Multi-hop Wireless Networks, IEEE INFOCOM 2024.

• Christos Tsanikidis, Javad Ghaderi, Near-Optimal Packet Scheduling in Multihop Networks with End-to-End Deadline Constraints, ACM SIGMETRICS 2024.

• Mahshid Ghasemi, Zhengye Yang, Mingfei Sun, Hongzhe Ye, Zihao Xiong, Javad Ghaderi, Zoran Kostic, Gil Zussman, Video-based Social Distancing: Evaluation in the COSMOS Testbed, IEEE Internet of Things, Special Issue on Smart Cities and System Theories,, Accepted, Aug 2023

• Christos Tsanikidis, Javad Ghaderi, Online Scheduling and Routing with End-to-End Deadline Constraints in Multihop Wireless Networks, Proc. ACM MobiHoc 2022, Oct 2022.

• Mahshid Ghasemi, Sofia Kleisarchaki, Thomas Calmant, Levent Gürgen, Javad Ghaderi, Zoran Kostic, Gil Zussman, Real-time Camera Analytics for Enhancing Traffic Intersection Safety, Demo, Proc. ACM MobiSys '22, June 2022.

• Mahshid Ghasemi, Zhengye Yang, Mingfei Sun, Hongzhe Ye, Zihao Xiong, Javad Ghaderi, Zoran Kostic, Gil Zussman, Video-based Social Distancing Evaluation in the Cosmos Testbed Pilot Site, Demo, Proc. ACM MobiCom '21, Mar 2022.

• Mehrnoosh Shafiee, Javad Ghaderi, Scheduling Coflows with Dependency Graph, IEEE/ACM Transactions on Networking, vol. 30, no. 1, Feb 2022. arXiv:2012.11702

• Mahshid Ghasemi, Zoran Kostic, Javad Ghaderi, and Gil Zussman, Auto-SDA: Automated Video-based Social Distancing Analyzer, ACM HotEdgeVideo (3rd Workshop on Hot Topics in Video Analytics and Intelligent Edges), Oct 2021.

• Christos Tsanikidis, Javad Ghaderi, Randomized Scheduling of Real-Time Traffic in Wireless Networks Over Fading Channels, IEEE INFOCOM 2021, May 2021. Full version accepted in IEEE/ACM Transactions on Networking, Nov 2022. [Technical Report: arXiv:2101.04815].

• Konstantinos Psychas, Javad Ghaderi, A Theory of Autoscaling for Resource Reservation in Cloud Services, IFIP Performance 2020, Nov 2020. (Best Student Paper Award)
  Full version accepted in Stochastic Systems, Nov 2021 arXiv:2005.13744.

• Christos Tsanikidis, Javad Ghaderi, On the Power of Randomization for Scheduling Real-Time Traffic in Wireless Networks, IEEE INFOCOM 2020, July 2020. (Best Paper Award)
  Full version appeared in IEEE/ACM Transactions on Networking, vol. 29, no. 4, Aug 2021. [Technical Report: arXiv:2001.05146]

• Mehrnoosh Shafiee, Javad Ghaderi, Scheduling Parallel-Task Jobs Subject to Packing and Placement Constraints, Operations Research, vol. 70, no. 6, Dec 2022. arXiv:2004.00518.

• Konstantinos Psychas, Javad Ghaderi, High-Throughput Bin Packing: Scheduling Jobs with Random Resource Demands in Clusters, IEEE/ACM Transactions on Networking, vol. 29, no. 1, Feb 2021.

• Mehrnoosh Shafiee, Javad Ghaderi, On Max-Min Fairness of Completion Times for Multi-Task Job Scheduling, IFIP Networking 2020, Jun 2020.

• Alexandr Andoni, Javad Ghaderi, Daniel Hsu, Dan Rubenstein, Omri Weinstein, Coding Sets with Asymmetric Information, Preprint, Jan 2020.

• Tingjun Chen, Jelena Diakonikolas, Javad Ghaderi, Gil Zussman, Hybrid Scheduling in Heterogeneous Half- and Full-Duplex Wireless Networks, IEEE/ACM Transations on Networking, Mar 2020.

• Konstantinos Psychas, Javad Ghaderi, Scheduling Jobs with Random Resource Requirements in Computing Clusters, IEEE INFOCOM 2019. (Best-In-Session Presenation award) [Technical Report: arXiv:1901.05998]

• Konstantinos Psychas, Javad Ghaderi, Randomized Algorithms for Scheduling Multi-Resource Jobs in the Cloud, IEEE/ACM Transactions on Networking, vol. 26, no. 5, Oct 2018.

• Konstantinos Psychas, Javad Ghaderi, On Non-Preemptive VM Scheduling in the Cloud, ACM SIGMETRICS 2018. Journal version in POMACS (Proceedings of the ACM on Measurement and Analysis of Computing Systems), vol. 1, no. 2, Dec 2017. [Technical Report: arXiv:1807.00851]

• Mehrnoosh Shafiee, Javad Ghaderi, An Improved Bound for Minimizing the Total Weighted Completion Time of Coflows in Datacenter Networks, IEEE/ACM Transactions on Networking, vol. 26, no. 4, Aug 2018.

• Soumya Basu, Aditya Sundarrajan, Javad Ghaderi, Ramesh Sitaraman, Sanjay Shakkottai, Adaptive TTL-Based Caching for Content Delivery, IEEE/ACM Transactions on Networking, Apr 2018.

• Tingjun Chen, Javad Ghaderi, Dan Rubenstein, Gil Zussman, Maximizing Broadcast Throughput Under Ultra-Low-Power Constraints, IEEE/ACM Transactions on Networking, vol. 26, no. 2, Apr 2018.

• Tingjun Chen, Jelena Diakonikolas, Javad Ghaderi, Gil Zussman, Hybrid Scheduling in Heterogeneous Half- and Full-Duplex Wireless Networks, IEEE INFOCOM 2018.

• Mehrnoosh Shafiee, Javad Ghaderi, A Simple Congestion-Aware Algorithm for Load Balancing in Datacenter Networks, IEEE/ACM Transactions on Networking, vol. 25, no. 6, Dec 2017.

• Javad Ghaderi, Sanjay Shakkottai, R Srikant, Scheduling Storms and Streams in the Cloud, ACM Transactions on Modeling and Performance Evaluation of Computing Systems, vol. 1, no. 4, Sep 2016.

• Mehrnoosh Shafiee, Javad Ghaderi, Brief Announcement: A New Improved Bound for Coflow Scheduling, ACM Symposium on Parallelism in Algorithms and Architectures (SPAA), 2017.

• Mehrnoosh Shafiee, Javad Ghaderi, Scheduling Coflows in Datacenter Networks: Improved Bound for Total Weighted Completion Time, ACM SIGMETRICS 2017 poster paper.

  Soumya Basu, Aditya Sundarrajan, Javad Ghaderi, Ramesh Sitaraman, Sanjay Shakkottai, Adaptive TTL-Based Caching for Content Delivery, ACM SIGMETRICS 2017 poster paper.

  Tingjun Chen, Javad Ghaderi, Dan Rubenstein, Gil Zussman, Maximizing Broadcast Throughput Under Ultra-Low-Power Constraints, ACM CoNEXT 2016.  (Best Paper Award)

• Mehrnoosh Shafiee, Javad Ghaderi, A Simple Congestion-Aware Algorithm for Load Balancing in Datacenter Networks, IEEE INFOCOM 2016.

• Javad Ghaderi, Randomized Algorithms for Scheduling VMs in the Cloud, IEEE INFOCOM 2016. (Best-In-Session Presenation award)

  Sharayu Moharir, Javad Ghaderi, Sujay Sanghavi, Sanjay Shakkottai, Serving Content with Unknown Demand: the High-Dimensional Regime, Queueing Systems: Theory and Applications, vol. 81, no. 2-3, Nov 2015.

• Javad Ghaderi, Sanjay Shakkottai, R Srikant, Scheduling Storms and Streams in the Cloud, ACM SIGMETRICS 2015 poster paper.

• Javad Ghaderi, Yuan Zhong, and R. Srikant, Asymptotic Optimality of Best-Fit for Stochastic Bin Packing, MAMA'14, ACM SIGMETRICS, 2014.

• Avik Ray, Javad Ghaderi, Sujay Sanghavi, Sanjay Shakkottai, Overlap Graph Clustering via Successive Removal, Allerton 2014. (Invited paper)

• Sharayu Moharir, Javad Ghaderi, Sujay Sanghavi, Sanjay Shakkottai, Serving Content with Unknown Demand: the High-Dimensional Regime, ACM SIGMETRICS 2014.

• Javad Ghaderi, Sem Borst, and Phil Whiting, Queue-Based Random-Access Algorithms: Fluid Limits and Stability Issues, Stochastic Systems, vol. 4, no. 1, Sep 2014. [Technical Report: arXiv:1302.5945]

• Javad Ghaderi, Tianxiong Ji, and R. Srikant, Flow-Level Stability of Wireless Networks: Separation of Congestion Control and Scheduling, IEEE Transactions on Automatic Control, vol. 59, no. 8, 2014. [Technical Report: arXiv:1209.5464]

• Javad Ghaderi and R. Srikant, Opinion Dynamics in Social Networks with Stubborn Agents: Equilibrium and Convergence Rate, Automatica, vol. 50, no. 12, 2014. [Technical Report: arXiv:1208.5076]

• Javad Ghaderi and R. Srikant, The Impact of Access Probabilities on the Delay Performance of Q-CSMA Algorithms in Wireless Networks, IEEE/ACM Transactions on Networking, vol. 21, no. 4, 2013.

• Javad Ghaderi and R. Srikant, Opinon Dynamics in Social Networks: A Local Interaction Game with Stubborn Agents, 2013 American Control Conference (ACC), 2013. (Best Student Paper Finalist Award)

• Javad Ghaderi, Sem Borst, and Phil Whiting, Random Access in Wireless Networks: How Much Aggressiveness Can Cause Instability?, MAMA'13, ACM SIGMETRICS, 2013.

• Javad Ghaderi, Sem Borst, and Phil Whiting, Backlog-Based Random Access in Wireless Networks: Fluid Limits and Instability Issues, Proc. IEEE WiOpt 2012 Conference, May 2012.

• Javad Ghaderi and R. Srikant, Flow-Level Stability of Multihop Wireless Networks Using Only MAC-Layer Information, Proc. IEEE WiOpt 2012 Conference, May 2012.

• Javad Ghaderi, Sem Borst, and Phil Whiting, Stability and Instability of Backlog-Based Random Access in Wireless Networks, Proc. 46th CISS Conference, Princeton, March 2012.

• Javad Ghaderi and R. Srikant, Effect of Access Probabilities on the Delay Performance of Q-CSMA Algorithms, Proc. IEEE INFOCOM 2012, March 2012.

• Javad Ghaderi, Tianxiong Ji, and R. Srikant, Connection-Level Scheduling in Wireless Networks Using Only MAC-Layer Information, Proc. IEEE INFOCOM 2012 Mini-Conference, March 2012.

• Javad Ghaderi and R. Srikant, On the Design of Efficient CSMA Algorithms for Wireless Networks, Proc. IEEE Conference on Decision and Control (CDC), Atlanta, 2010. (Invited Paper). [An extended version of this paper is available here].

• Javad Ghaderi and R. Srikant, Towards a Theory of Anonymous Networking, Proc. IEEE INFOCOM 2010 [An extended version of this paper is available here].

• Javad Ghaderi, Liang-Liang Xie, and Xuemin (Sherman) Shen,  Hierarchical Cooperation in Ad Hoc Networks: Optimal Clustering and Achievable Throughput, IEEE Transactions on Information Theory, vol. 55, no. 8, pp. 3425 - 3436, 2009.

• Javad Ghaderi, Liang-Liang. Xie, and Xuemin (Sherman) Shen, Throughput Optimization for Hierarchical Cooperation in Ad Hoc Networks, Proc. IEEE International Conference on Communications (ICC), Beijing, China, May 19-23, 2008.

Theses

• Javad Ghaderi, Fundamental Limits of Random Access in Wireless Networks, PhD Thesis, University of Illinois at Urbana-Champaign, May 2013.

• Javad Ghaderi, Capacity Scaling and Optimal Operation of Wireless Networks, MASc Thesis, University of Waterloo, July 2008.