62 citations · 225 across the 28 of their papers we have counts for
35 papers
A Flexible Multi-Agent Deep Reinforcement Learning Framework for Dynamic Routing and Scheduling of Latency-Critical Services
Vincenzo Norman Vitale, Antonia Maria Tulino, Andreas F. Molisch +1
Timely delivery of delay-sensitive information over dynamic, heterogeneous networks is increasingly essential for a range of interactive applications, such as industrial automation…
Optimal Multicast Service Chain Control: Packet Processing, Routing, and Duplication
Yang Cai, Jaime Llorca, Antonia M. Tulino +1
Distributed computing (cloud) networks, e.g., mobile edge computing (MEC), are playing an increasingly important role in the efficient hosting, running, and delivery of real-time s…
Optimal Cloud Network Control with Strict Latency Constraints
Yang Cai, Jaime Llorca, Antonia M. Tulino +1
The timely delivery of resource-intensive and latency-sensitive services (e.g., industrial automation, augmented reality) over distributed computing networks (e.g., mobile edge com…
Dynamic Control of Data-Intensive Services over Edge Computing Networks
Yang Cai, Jaime Llorca, Antonia M. Tulino +1
Next-generation distributed computing networks (e.g., edge and fog computing) enable the efficient delivery of delay-sensitive, compute-intensive applications by facilitating acces…
Compute- and Data-Intensive Networks: The Key to the Metaverse
Yang Cai, Jaime Llorca, Antonia M. Tulino +1
The worlds of computing, communication, and storage have for a long time been treated separately, and even the recent trends of cloud computing, distributed computing, and mobile e…
Ultra-Reliable Distributed Cloud Network Control with End-to-End Latency Constraints
Yang Cai, Jaime Llorca, Antonia M. Tulino +1
We are entering a rapidly unfolding future driven by the delivery of real-time computation services, such as industrial automation and augmented reality, collectively referred to a…
Joint Compute-Caching-Communication Control for Online Data-Intensive Service Delivery
Yang Cai, Jaime Llorca, Antonia M. Tulino +1
Emerging Metaverse applications, designed to deliver highly interactive and immersive experiences that seamlessly blend physical reality and digital virtuality, are accelerating th…
Decentralized Control of Distributed Cloud Networks with Generalized Network Flows
Yang Cai, Jaime Llorca, Antonia M. Tulino +1
Emerging distributed cloud architectures, e.g., fog and mobile edge computing, are playing an increasingly important role in the efficient delivery of real-time stream-processing a…
Approximation Algorithms for the NFV Service Distribution Problem
Hao Feng, Jaime Llorca, Antonia M. Tulino +2
Distributed cloud networking builds on network functions virtualization (NFV) and software defined networking (SDN) to enable the deployment of network services in the form of elas…
Gridless Multidimensional Angle of Arrival Estimation for Arbitrary 3D Antenna Arrays
Matilde Sánchez-Fernández, Vahid Jamali, Jaime Llorca +1
A full multi--dimensional characterization of the angle of arrival (AoA) has immediate applications to the efficient operation of modern wireless communication systems. In this wor…
Mobile Edge Computing Network Control: Tradeoff Between Delay and Cost
Yang Cai, Jaime Llorca, Antonia M. Tulino +1
As mobile edge computing (MEC) finds widespread use for relieving the computational burden of compute- and interaction-intensive applications on end user devices, understanding the…
Rényi Entropy Bounds on the Active Learning Cost-Performance Tradeoff
Vahid Jamali, Antonia Tulino, Jaime Llorca +1
Semi-supervised classification, one of the most prominent fields in machine learning, studies how to combine the statistical knowledge of the often abundant unlabeled data with the…
Active learning in the geometric block model
Eli Chien, Antonia Maria Tulino, Jaime Llorca
The geometric block model is a recently proposed generative model for random graphs that is able to capture the inherent geometric properties of many community detection problems,…
Rate-Distortion-Memory Trade-offs in Heterogeneous Caching Networks
Parisa Hassanzadeh, Antonia M. Tulino, Jaime Llorca +1
Caching at the wireless edge can be used to keep up with the increasing demand for high-definition wireless video streaming. By prefetching popular content into memory at wireless…
Joint Service Placement and Request Routing in Multi-cell Mobile Edge Computing Networks
Konstantinos Poularakis, Jaime Llorca, Antonia M. Tulino +2
The proliferation of innovative mobile services such as augmented reality, networked gaming, and autonomous driving has spurred a growing need for low-latency access to computing r…
Rate-Memory Trade-Off for Caching and Delivery of Correlated Sources
Parisa Hassanzadeh, Antonia M. Tulino, Jaime Llorca +1
This paper studies the fundamental limits of content delivery in a cache-aided broadcast network for correlated content generated by a discrete memoryless source with arbitrary joi…
On Coding for Cache-Aided Delivery of Dynamic Correlated Content
Parisa Hassanzadeh, Antonia M. Tulino, Jaime Llorca +1
Cache-aided coded multicast leverages side information at wireless edge caches to efficiently serve multiple unicast demands via common multicast transmissions, leading to load red…
Optimal Control of Distributed Computing Networks with Mixed-Cast Traffic Flows
Jianan Zhang, Abhishek Sinha, Jaime Llorca +2
Distributed computing networks, tasked with both packet transmission and processing, require the joint optimization of communication and computation resources. We develop a dynamic…
Fundamental Limits of Erasure-Coded Key-Value Stores with Side Information
Ramy E. Ali, Viveck Cadambe, Jaime Llorca +1
In applications of distributed storage systems to modern key-value stores, the stored data is highly dynamic due to frequent updates. The multi-version coding problem was formulate…
Dynamic Cloud Network Control under Reconfiguration Delay and Cost
Chang-Heng Wang, Jaime Llorca, Antonia M. Tulino +1
Network virtualization and programmability allow operators to deploy a wide range of services over a common physical infrastructure and elastically allocate cloud and network resou…
Broadcast Caching Networks with Two Receivers and Multiple Correlated Sources
Parisa Hassanzadeh, Antonia M. Tulino, Jaime Llorca +1
The correlation among the content distributed across a cache-aided broadcast network can be exploited to reduce the delivery load on the shared wireless link. This paper considers…
Optimal Control of Wireless Computing Networks
Hao Feng, Jaime Llorca, Antonia M. Tulino +1
Augmented information (AgI) services allow users to consume information that results from the execution of a chain of service functions that process source information to create re…
Optimal Dynamic Cloud Network Control
Hao Feng, Jaime Llorca, Antonia M. Tulino +1
Distributed cloud networking enables the deployment of a wide range of services in the form of interconnected software functions instantiated over general purpose hardware at multi…
Rate-Memory Trade-off for the Two-User Broadcast Caching Network with Correlated Sources
Parisa Hassanzadeh, Antonia Tulino, Jaime Llorca +1
This paper studies the fundamental limits of caching in a network with two receivers and two files generated by a two-component discrete memoryless source with arbitrary joint dist…