Atilla Eryilmaz

Orcid: 0000-0001-5560-5806

According to our database1, Atilla Eryilmaz authored at least 169 papers between 2004 and 2024.

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Bibliography

2024
Fast Online Learning of Vulnerabilities for Networks With Propagating Failures.
IEEE/ACM Trans. Netw., October, 2024

Minimizing Edge Caching Service Costs Through Regret-Optimal Online Learning.
IEEE/ACM Trans. Netw., October, 2024

Optimal Edge Caching for Individualized Demand Dynamics.
IEEE/ACM Trans. Netw., August, 2024

Optimal Push and Pull-Based Edge Caching for Dynamic Content.
IEEE/ACM Trans. Netw., August, 2024

Remote Estimation for Dynamic IoT Sources Under Sublinear Communication Costs.
IEEE/ACM Trans. Netw., April, 2024

Comparison of Decentralized and Centralized Update Paradigms for Distributed Remote Estimation.
IEEE/ACM Trans. Netw., April, 2024

Non-Federated Multi-Task Split Learning for Heterogeneous Sources.
CoRR, 2024

Recurrent Natural Policy Gradient for POMDPs.
CoRR, 2024

Convergence of Gradient Descent for Recurrent Neural Networks: A Nonasymptotic Analysis.
CoRR, 2024

Efficient Multi-dimensional Compression for Network-edge Classification.
Proceedings of the Twenty-fifth International Symposium on Theory, 2024

Balancing Current and Historical State Information in Remote Tracking Systems: A Randomized Update Approach.
Proceedings of the IEEE INFOCOM 2024, 2024

2023
Optimal Load-Splitting and Distributed-Caching for Dynamic Content Over the Wireless Edge.
IEEE/ACM Trans. Netw., October, 2023

Efficient Distributed MAC for Dynamic Demands: Congestion and Age Based Designs.
IEEE/ACM Trans. Netw., February, 2023

Remote Tracking of Distributed Dynamic Sources Over a Random Access Channel With One-Bit Updates.
IEEE Trans. Netw. Sci. Eng., 2023

Exploring the Tradeoff between Age of Information and Synchronization over Broadcast Channels.
Proceedings of the 21st International Symposium on Modeling and Optimization in Mobile, 2023

Provably Robust Temporal Difference Learning for Heavy-Tailed Rewards.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Age-Optimal Multi-Channel-Scheduling Under Energy and Tolerance Constraints.
Proceedings of the IEEE INFOCOM 2023, 2023

A Bayesian Framework for Online Nonconvex Optimization over Distributed Processing Networks.
Proceedings of the IEEE INFOCOM 2023, 2023

2022
Fresh Caching of Dynamic Content Over the Wireless Edge.
IEEE/ACM Trans. Netw., 2022

Single vs Distributed Edge Caching for Dynamic Content.
IEEE/ACM Trans. Netw., 2022

Regret-Optimal Learning for Minimizing Edge Caching Service Costs.
Proceedings of the 20th International Symposium on Modeling and Optimization in Mobile, 2022


A Bayesian Approach for Stochastic Continuum-armed Bandit with Long-term Constraints.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

A Lyapunov-Based Methodology for Constrained Optimization with Bandit Feedback.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
A Flexible Distributed Stochastic Optimization Framework for Concurrent Tasks in Processing Networks.
IEEE/ACM Trans. Netw., 2021

Counter-Intuitive Characteristics of Rational Decision-Making Using Biased Inputs in Information Networks.
IEEE/ACM Trans. Netw., 2021

Delay Gain Analysis of Wireless Multicasting for Content Distribution.
IEEE/ACM Trans. Netw., 2021

Prefetching and caching for minimizing service costs: Optimal and approximation strategies.
Perform. Evaluation, 2021

Low-Overhead Distributed MAC for Serving Dynamic Users over Multiple Channels.
Proceedings of the 19th International Symposium on Modeling and Optimization in Mobile, 2021

Optimal Load-Splitting and Distributed-Caching for Dynamic Content.
Proceedings of the 19th International Symposium on Modeling and Optimization in Mobile, 2021

Communication-efficient Subspace Methods for High-dimensional Federated Learning.
Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021

Remote Tracking of Dynamic Sources under Sublinear Communication Costs.
Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

Comparison of Decentralized and Centralized Update Paradigms for Remote Tracking of Distributed Dynamic Sources.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Fresh Caching for Dynamic Content.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

2020
Counterintuitive Characteristics of Optimal Distributed LRU Caching Over Unreliable Channels.
IEEE/ACM Trans. Netw., 2020

Identification and Asymptotic Localization of Rumor Sources Using the Method of Types.
IEEE Trans. Netw. Sci. Eng., 2020

Continuous-Time Multi-Armed Bandits with Controlled Restarts.
CoRR, 2020

Optimal Decisions of a Rational Agent in the Presence of Biased Information Providers.
Proceedings of the 18th International Symposium on Modeling and Optimization in Mobile, 2020

Achieving Freshness in Single/Multi-User Caching of Dynamic Content over the Wireless Edge.
Proceedings of the 18th International Symposium on Modeling and Optimization in Mobile, 2020

Group-Fair Online Allocation in Continuous Time.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Emulating round-robin for serving dynamic flows over wireless fading channels.
Proceedings of the Mobihoc '20: The Twenty-first ACM International Symposium on Theory, 2020

A Zeroth-Order ADMM Algorithm for Stochastic Optimization over Distributed Processing Networks.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Predictive Scheduling for Virtual Reality.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Budget-Constrained Bandits over General Cost and Reward Distributions.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019
Action-Based Scheduling: Leveraging App Interactivity for Scheduler Efficiency.
IEEE/ACM Trans. Netw., 2019

Optimal Learning for Dynamic Coding in Deadline-Constrained Multi-Channel Networks.
IEEE/ACM Trans. Netw., 2019

EMIT: An Efficient MAC Paradigm for the Internet of Things.
IEEE/ACM Trans. Netw., 2019

A New Flexible Multi-flow LRU Cache Management Paradigm for Minimizing Misses.
Proc. ACM Meas. Anal. Comput. Syst., 2019

Proactive Caching for Low Access-Delay Services under Uncertain Predictions.
Proc. ACM Meas. Anal. Comput. Syst., 2019

Learning to Control Renewal Processes with Bandit Feedback.
Proc. ACM Meas. Anal. Comput. Syst., 2019

On the Performance of Mobility-Aware D2D Caching Networks.
CoRR, 2019

A Flexible Distributed Optimization Framework for Service of Concurrent Tasks in Processing Networks.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Link Rate Selection using Constrained Thompson Sampling.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Wireless Multicasting for Content Distribution: Stability and Delay Gain Analysis.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Cubic Regularized ADMM with Convergence to a Local Minimum in Non-convex Optimization.
Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018
Dayahead Electricity Pricing for a Heterogeneous Microgrid Under Arbitrary Utility and Cost Structures.
IEEE Trans. Smart Grid, 2018

Wireless Scheduling for Information Freshness and Synchrony: Drift-Based Design and Heavy-Traffic Analysis.
IEEE/ACM Trans. Netw., 2018

Pricing for the Optimal Coordination of Opportunistic Agents.
IEEE Trans. Control. Netw. Syst., 2018

Proactive Resource Allocation with Predictable Channel Statistics.
CoRR, 2018

Combinatorial Multi-Objective Multi-Armed Bandit Problem.
CoRR, 2018

Efficient scheduling for synchronized demands in stochastic networks.
Proceedings of the 16th International Symposium on Modeling and Optimization in Mobile, 2018

Quick discovery of mobile devices in the many-user regime - carrier sensing or simultaneous detection?
Proceedings of the 16th International Symposium on Modeling and Optimization in Mobile, 2018

Low-Complexity, Low-Regret Link Rate Selection in Rapidly-Varying Wireless Channels.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Optimal Real-Time Monitoring of an Information Source Under Communication Costs.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

On Optimal Proactive Caching with Improving Predictions over Time.
Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017
Understanding the Impacts of Limited Channel State Information on Massive MIMO Cellular Network Optimization.
IEEE J. Sel. Areas Commun., 2017

Reward Maximization Under Uncertainty: Leveraging Side-Observations on Networks.
J. Mach. Learn. Res., 2017

Discounted-rate utility maximization (DRUM): A framework for delay-sensitive fair resource allocation.
Proceedings of the 15th International Symposium on Modeling and Optimization in Mobile, 2017

Learning for serving deadline-constrained traffic in multi-channel wireless networks.
Proceedings of the 15th International Symposium on Modeling and Optimization in Mobile, 2017

Emulating Round-Robin in Wireless Networks.
Proceedings of the 18th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2017

2016
Joint Smart Pricing and Proactive Content Caching for Mobile Services.
IEEE/ACM Trans. Netw., 2016

On Optimal Proactive Caching for Mobile Networks With Demand Uncertainties.
IEEE/ACM Trans. Netw., 2016

Downlink Scheduling Over Markovian Fading Channels.
IEEE/ACM Trans. Netw., 2016

Wireless Scheduling Design for Optimizing Both Service Regularity and Mean Delay in Heavy-Traffic Regimes.
IEEE/ACM Trans. Netw., 2016

Low-Complexity Optimal Scheduling over Time-Correlated Fading Channels with ARQ Feedback.
IEEE Trans. Mob. Comput., 2016

Understanding the impact of limited channel state information on massive MIMO network performances.
Proceedings of the 17th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2016

Heavy-ball: A new approach to tame delay and convergence in wireless network optimization.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Impact of User Mobility on D2D Caching Networks.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

On the Multi-Channel Capacity Gains of Millimeter-Wave Communication.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Controlled link shedding for maximizing supportable demand of a disrupted power network.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Mobility-aware centralized D2D caching networks.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016

Dynamic pricing and proactive caching with unknown demand profile.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015
Proactive Content Download and User Demand Shaping for Data Networks.
IEEE/ACM Trans. Netw., 2015

Throughput-Optimal Scheduling Design With Regular Service Guarantees in Wireless Networks.
IEEE/ACM Trans. Netw., 2015

On the Optimal Convergence Speed of Wireless Scheduling for Fair Resource Allocation.
IEEE/ACM Trans. Netw., 2015

Distributed Channel Probing for Efficient Transmission Scheduling in Wireless Networks.
IEEE Trans. Mob. Comput., 2015

Exploiting Channel Memory for Joint Estimation and Scheduling in Downlink Networks - a Whittle's Indexability Analysis.
IEEE Trans. Inf. Theory, 2015

Towards A Marketplace for Mobile Content: Dynamic Pricing and Proactive Caching.
CoRR, 2015

Towards a mobile content marketplace.
Proceedings of the 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2015

A game theoretic approach to content trading in proactive wireless networks.
Proceedings of the IEEE International Symposium on Information Theory, 2015

On the universality of age-based scheduling in wireless networks.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

On proactive caching with demand and channel uncertainties.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

Towards a P2P mobile contents trading.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014
Non-derivative algorithm design for efficient routing over unreliable stochastic networks.
Perform. Evaluation, 2014

Stochastic bandits with side observations on networks.
Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2014

Can carriers make more profit while users save money?
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Joint pricing and proactive caching for data services: Global and user-centric approaches.
Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

Scheduling in time-correlated wireless networks with imperfect CSI and stringent constraint.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Randomized pricing for the optimal coordination of opportunistic agents.
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013
Optimal Distributed Scheduling under Time-Varying Conditions: A Fast-CSMA Algorithm with Applications.
IEEE Trans. Wirel. Commun., 2013

Multirate Multicasting With Intralayer Network Coding.
IEEE/ACM Trans. Netw., 2013

Proactive Resource Allocation: Harnessing the Diversity and Multicast Gains.
IEEE Trans. Inf. Theory, 2013

Throughput-Delay Analysis of Random Linear Network Coding for Wireless Broadcasting.
IEEE Trans. Inf. Theory, 2013

Proactive Data Download and User Demand Shaping for Data Networks
CoRR, 2013

Heavy-traffic-optimal scheduling with regular service guarantees in wireless networks.
Proceedings of the Fourteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2013

Proactive Content Distribution for dynamic content.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Pricing for demand shaping and proactive download in smart data networks.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Throughput-optimal wireless scheduling with regulated inter-service times.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Wireless scheduling for network utility maximization with optimal convergence speed.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Pricing algorithms for the day-ahead electricity market with flexible consumer participation.
Proceedings of the 2013 Proceedings IEEE INFOCOM Workshops, 2013

On optimal routing in overloaded parallel queues.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Optimal load following in power grids in the presence of battery-powered agents.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Multi-armed bandits in the presence of side observations in social networks.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Stable real-time pricing and scheduling for serving opportunistic users with deferrable loads.
Proceedings of the 51st Annual Allerton Conference on Communication, 2013

Exploring the tradeoff between waiting time and service cost in non-asymptotic operating regimes.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012
Scheduling for End-to-End Deadline-Constrained Traffic With Reliability Requirements in Multihop Networks.
IEEE/ACM Trans. Netw., 2012

Exploring the Throughput Boundaries of Randomized Schedulers in Wireless Networks.
IEEE/ACM Trans. Netw., 2012

Optimal Dynamic Coding-Window Selection for Serving Deadline-Constrained Traffic Over Time-Varying Channels.
IEEE Trans. Inf. Theory, 2012

Asymptotically tight steady-state queue length bounds implied by drift conditions.
Queueing Syst. Theory Appl., 2012

A Fast-CSMA Algorithm for Deadline-Constrained Scheduling over Wireless Fading Channels
CoRR, 2012

Low-complexity optimal scheduling over correlated fading channels with ARQ feedback.
Proceedings of the 10th International Symposium on Modeling and Optimization in Mobile, 2012

Dynamic pricing strategies for social networks in the presence of externalities.
Proceedings of the 2012 Information Theory and Applications Workshop, 2012

A fast-CSMA based distributed scheduling algorithm under SINR model.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Asymptotically optimal downlink scheduling over Markovian fading channels.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Distributed channel probing for efficient transmission scheduling over wireless fading channels.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

A distributed newton method for dynamic Network Utility Maximization with delivery contracts.
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012

Optimal constant splitting for efficient routing over unreliable networks.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Color of interference and joint encoding and medium access in large wireless networks.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

Session TP1a: Network optimization (invited).
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011
A unified approach to optimizing performance in networks serving heterogeneous flows.
IEEE/ACM Trans. Netw., 2011

Asynchronous CSMA Policies in Multihop Wireless Networks With Primary Interference Constraints.
IEEE Trans. Inf. Theory, 2011

Network Coding in a Multicast Switch.
IEEE Trans. Inf. Theory, 2011

Control of Multi-Hop Communication Networks for Inter-Session Network Coding.
IEEE Trans. Inf. Theory, 2011

Delay-Aware Cross-Layer Design for Network Utility Maximization in Multi-Hop Networks.
IEEE J. Sel. Areas Commun., 2011

Proactive multicasting with predictable demands.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Exploiting channel memory for joint estimation and scheduling in downlink networks.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Scheduling for end-to-end deadline-constrained traffic with reliability requirements in multi-hop networks.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

On the limitations of randomization for Queue-Length-Based Scheduling in wireless networks.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Proactive resource allocation in cognitive networks.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
Distributed cross-layer algorithms for the optimal control of multihop wireless networks.
IEEE/ACM Trans. Netw., 2010

On resource allocation in fading multiple-access channels-an efficient approximate projection approach.
IEEE Trans. Inf. Theory, 2010

Dynamic coding and rate-control for serving deadline-constrained traffic over fading channels.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Scheduling with rate adaptation under incomplete knowledge of channel/estimator statistics.
Proceedings of the 48th Annual Allerton Conference on Communication, 2010

On the Boundaries of randomization for throughput-optimal scheduling in switches.
Proceedings of the 48th Annual Allerton Conference on Communication, 2010

Proactive resource allocation: Turning predictable behavior into spectral gain.
Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2008
Network Flow and Congestion Control.
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

Asynchronous congestion control in multi-hop wireless networks with maximal matching-based scheduling.
IEEE/ACM Trans. Netw., 2008

On the Delay and Throughput Gains of Coding in Unreliable Networks.
IEEE Trans. Inf. Theory, 2008

Dynamic Rate Allocation in Fading Multiple-access Channels
CoRR, 2008

Resource Allocation in Multiple Access Channels
CoRR, 2008

Rate and power allocation in fading multiple access channels.
Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, 2008

Multi-rate multicasting with network coding.
Proceedings of the 4th Annual International Conference on Wireless Internet, 2008

A fluid-flow model for backlog-based CSMA policies.
Proceedings of the 4th Annual International Conference on Wireless Internet, 2008

Information theory vs. queueing theory for resource allocation in multiple access channels.
Proceedings of the IEEE 19th International Symposium on Personal, 2008

Imperfect randomized algorithms for the optimal control of wireless networks.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

A backlog-based CSMA mechanism to achieve fairness and throughput-optimality in multihop wireless networks.
Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2007
Fair resource allocation in wireless networks using queue-length-based scheduling and congestion control.
IEEE/ACM Trans. Netw., 2007

Distributed Fair Resource Allocation in Cellular Networks in the Presence of Heterogeneous Delays.
IEEE Trans. Autom. Control., 2007

Network Coding in a Multicast Switch.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Polynomial Complexity Algorithms for Full Utilization of Multi-Hop Wireless Networks.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Achievable rate region of CSMA schedulers in wireless networks with primary interference constraints.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

2006
A Large Deviations Analysis of Scheduling in Wireless Networks.
IEEE Trans. Inf. Theory, 2006

Joint Congestion Control, Routing, and MAC for Stability and Fairness in Wireless Networks.
IEEE J. Sel. Areas Commun., 2006

Joint Asynchronous Congestion Control and Distributed Scheduling for Multi-Hop Wireless Networks.
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

On Delay Performance Gains From Network Coding.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006

Randomized Algorithms for Throughput-Optimality and Fairness in Wireless Networks.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005
Efficient and Fair Scheduling for Wireless Networks
PhD thesis, 2005

Stable scheduling policies for fading wireless channels.
IEEE/ACM Trans. Netw., 2005

2004
Scheduling with QoS constraints over Rayleigh fading channels.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004


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