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The growing scale of deep learning demands distributed training frameworks that jointly reason about parallelism, memory, and network topology. Prior works often rely on heuristic or topology-agnostic search, handling communication and…

Machine Learning · Computer Science 2026-05-26 Irene Wang , Vishnu Varma Venkata , Arvind Krishnamurthy , Divya Mahajan

AI IDEs and coding agents compress discovery, fetch, workspace open, installation, and execution into one low-observability loop. Existing defenses such as provenance frameworks, package and repository firewalls, runtime protection, and…

Cryptography and Security · Computer Science 2026-04-09 Jepson Taylor , Chris Brousseau , Jordan Hildebrandt , Kelli Quinn

Converging Zero Trust (ZT) with learning techniques can solve various operational and security challenges in Distributed Computing Continuum Systems (DCCS). Implementing centralized ZT architecture is seen as unsuitable for the computing…

Cryptography and Security · Computer Science 2023-12-27 Ilir Murturi , Praveen Kumar Donta , Victor Casamayor Pujol , Andrea Morichetta , Schahram Dustdar

With the proliferation of Internet of Things (IoT) devices, ensuring secure communications has become imperative. Due to their low cost and embedded nature, many of these devices operate with computational and energy constraints, neglecting…

Cryptography and Security · Computer Science 2025-06-26 José Cecílio , Alan Oliveira de Sá , André Souto

In Internet of Things (IoT), the simple IPv6 capable electronic devices with limited hardware resources like memory and power resources are called constrained devices. Congestion is a major issue in network communications of these devices.…

Networking and Internet Architecture · Computer Science 2023-05-10 Chandra Sekhar Sanaboina , Tejeswar Eluri

Most of the existing models for deploying IoT ecosystem involves the vendor being in the loop of the command and control of IoT devices hence users' privacy and security is one of the main challenges. Despite these concerns, users are often…

Networking and Internet Architecture · Computer Science 2022-07-19 Sameh Zakhary , Thomas Lodge , Derek McAuley

Content-centric mobile hybrid Internet-of-Things (IoT) networks consisting of mobile devices and static femto access points (FAPs) are studied, where each device moves according to the random walk mobility model and requests a content…

Information Theory · Computer Science 2018-10-30 Trung-Anh Do , Sang-Woon Jeon , Won-Yong Shin

New advanced applications, such as autonomous driving and haptic communication, require to transmit multi-sensory data and require low latency and high reliability. These applications include. Existing implementations for such services have…

Networking and Internet Architecture · Computer Science 2020-10-09 Federico Chiariotti , Anay Ajit Deshpande , Marco Giordani , Kostantinos Antonakoglou , Andrea Zanella , Toktam Mahmoodi

In the coming years, the interconnection of a large number of devices is expected, which will lead to a new form of interaction between the real and the virtual world. In this promising scenario, known as the Internet of Things, it is…

Networking and Internet Architecture · Computer Science 2020-01-23 Jose Macias , Harold Pinilla , Wilder Castellanos , Jose Alvarado , Andres Sánchez

The computing continuum introduces new challenges for access control due to its dynamic, distributed, and heterogeneous nature. In this paper, we propose a Zero-Trust (ZT) access control solution that leverages decentralized identification…

We revisit the long-standing problem of providing network QoS to applications, and propose the concept of judicious QoS -- combining the cheaper, best effort IP service with the cloud, which offers a highly reliable infrastructure and the…

Networking and Internet Architecture · Computer Science 2019-10-01 Osama Haq , Cody Doucette , John W. Byers , Fahad R. Dogar

This paper presents a novel multi-layered hybrid security approach aimed at enhancing lightweight encryption for IoT-Cloud systems. The primary goal is to overcome limitations inherent in conventional solutions such as TPA, Blockchain,…

Cryptography and Security · Computer Science 2025-09-03 Hojjat Farshadinia , Ali Barati , Hamid Barati

IoT is changing the way Internet is used due to the availability of a large amount of data timely collected from every-day life objects. Designing applications in this new scenario poses new challenges. This extended abstract discusses them…

Software Engineering · Computer Science 2023-07-26 Henry Muccini , Barbara Russo , Eugenio Zimeo

In this paper, a high-level comparison of both SOAP (Simple Object Access Protocol) and REST (Representational State Transfer) is made. These are the two main approaches for interfacing to the web with web services. Both approaches are…

Neural and Evolutionary Computing · Computer Science 2011-05-26 P. A. Castillo , J. L. Bernier , M. G. Arenas , J. J. Merelo , P. Garcia-Sanchez

The Industrial Internet of Things (IIoT) refers to the use of interconnected smart devices, sensors, and other technologies to create a network of intelligent systems that can monitor and manage industrial processes. 6TiSCH (IPv6 over the…

Networking and Internet Architecture · Computer Science 2024-02-29 Kushal Chakraborty , Aritra Kumar Dutta , Mohammad Avesh Hussain , Syed Raafay Mohiuddin , Nikumani Choudhury , Rakesh Matam , Mithun Mukherjee

The world is rapidly adopting RESTful web services for most of its tasks. The once popular SOAP-based web services are fast losing ground owing to this. RESTful web services are light weight services without strict message formats. RESTful…

Networking and Internet Architecture · Computer Science 2016-09-21 Gyan Prakash Tiwary , Abhishek Srivastava

Energy harvesting is a promising solution to power Internet of Things (IoT) devices. Due to the intermittent nature of these energy sources, one cannot guarantee forward progress of program execution. Prior work has advocated for…

Distributed, Parallel, and Cluster Computing · Computer Science 2017-11-07 Zahra Ghodsi , Siddharth Garg , Ramesh Karri

Wide scale interest and adoption of Internet of Things (IoT) technologies is fuelling innovation in the way individuals and even machines can interact to exchange knowledge. One area of particular interest is that of analytics. Ever…

Networking and Internet Architecture · Computer Science 2019-01-11 Hussain Al-Aqrabi , Richard Hill

Currently, most social robots interact with their surroundings and humans through sensors that are integral parts of the robots, which limits the usability of the sensors, human-robot interaction, and interchangeability. A wearable sensor…

Robotics · Computer Science 2022-01-07 Mohsen Jafarzadeh , Stephen Brooks , Shimeng Yu , Balakrishnan Prabhakaran , Yonas Tadesse

With the rising number of distributed computer systems, from microservice web applications to IoT platforms, the question of reliable communication between different parts of the aforementioned systems is becoming increasingly important. As…

Distributed, Parallel, and Cluster Computing · Computer Science 2024-10-28 Veljko Maksimovic , Milos Simic , Milan Stojkov , Miroslav Zaric
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