Bhaskar Krishnamachari

research

∙ 07/28/2023

Holistic Survey of Privacy and Fairness in Machine Learning

Privacy and fairness are two crucial pillars of responsible Artificial I...

0 Sina Shaham, et al. ∙

research

∙ 07/28/2023

DARSAN: A Decentralized Review System Suitable for NFT Marketplaces

We introduce DARSAN, a decentralized review system designed for Non-Fung...

0 Sulyab Thottungal Valapu, et al. ∙

research

∙ 04/24/2023

Partitioning and Deployment of Deep Neural Networks on Edge Clusters

Edge inference has become more widespread, as its diverse applications r...

0 Arjun Parthasarathy, et al. ∙

research

∙ 02/15/2023

Correlation-Aware Neural Networks for DDoS Attack Detection In IoT Systems

We present a comprehensive study on applying machine learning to detect ...

0 Arvin Hekmati, et al. ∙

research

∙ 12/01/2022

a survey on GPT-3

This paper provides an introductory survey to GPT-3. We cover some of th...

0 Mingyu Zong, et al. ∙

research

∙ 11/28/2022

CoMMA Protocol: Towards Complete Mitigation of Maximal Extractable Value (MEV) Attacks

MEV attacks have been an omnipresent evil in the blockchain world, an im...

0 Dev Churiwala, et al. ∙

research

∙ 11/28/2022

QLAMMP: A Q-Learning Agent for Optimizing Fees on Automated Market Making Protocols

Automated Market Makers (AMMs) have cemented themselves as an integral p...

0 Dev Churiwala, et al. ∙

research

∙ 10/21/2022

Partitioning and Placement of Deep Neural Networks on Distributed Edge Devices to Maximize Inference Throughput

Edge inference has become more widespread, as its diverse applications r...

0 Arjun Parthasarathy, et al. ∙

research

∙ 10/21/2022

SEIFER: Scalable Edge Inference for Deep Neural Networks

Edge inference is becoming ever prevalent through its applications from ...

0 Arjun Parthasarathy, et al. ∙

research

∙ 09/02/2022

Learning Practical Communication Strategies in Cooperative Multi-Agent Reinforcement Learning

In Multi-Agent Reinforcement Learning, communication is critical to enco...

0 Diyi Hu, et al. ∙

research

∙ 04/29/2022

Blockchain in a nutshell

Blockchain enables a digital society where people can contribute, collab...

0 Duc A. Tran, et al. ∙

research

∙ 01/18/2022

DEFER: Distributed Edge Inference for Deep Neural Networks

Modern machine learning tools such as deep neural networks (DNNs) are pl...

0 Arjun Parthasarathy, et al. ∙

research

∙ 01/06/2022

Blizzard: a Distributed Consensus Protocol for Mobile Devices

We present Blizzard, a Byzantine Fault Tolerant (BFT) distributed ledger...

0 Mehrdad Kiamari, et al. ∙

research

∙ 12/27/2021

Design and Experimental Evaluation of Algorithms for Optimizing the Throughput of Dispersed Computing

With growing deployment of Internet of Things (IoT) and machine learning...

0 Xiangchen Zhao, et al. ∙

research

∙ 10/22/2021

GCNScheduler: Scheduling Distributed Computing Applications using Graph Convolutional Networks

We consider the classical problem of scheduling task graphs correspondin...

0 Mehrdad Kiamari, et al. ∙

research

∙ 10/05/2021

Dataset: Large-scale Urban IoT Activity Data for DDoS Attack Emulation

As IoT deployments grow in scale for applications such as smart cities, ...

0 Arvin Hekmati, et al. ∙

research

∙ 06/29/2021

Bottleneck Time Minimization for Distributed Iterative Processes: Speeding Up Gossip-Based Federated Learning on Networked Computers

We present a novel task scheduling scheme for accelerating computational...

0 Mehrdad Kiamari, et al. ∙

research

∙ 03/01/2021

Reducing the Volatility of Cryptocurrencies – A Survey of Stablecoins

In the wake of financial crises, stablecoins are gaining adoption among ...

0 Ayten Kahya, et al. ∙

research

∙ 07/20/2020

Inter-Mobile-Device Distance Estimation using Network Localization Algorithms for Digital Contact Logging Applications

Mobile applications are being developed for automated logging of contact...

0 Lillian Clark, et al. ∙

research

∙ 07/08/2020

TEAM: Trilateration for Exploration and Mapping with Robotic Networks

Localization and mapping are often considered simultaneously; however, t...

0 Lillian Clark, et al. ∙

research

∙ 04/10/2020

CONTAIN: Privacy-oriented Contact Tracing Protocols for Epidemics

Pandemic and epidemic diseases such as CoVID-19, SARS-CoV2, and Ebola ha...

0 Arvin Hekmati, et al. ∙

research

∙ 12/23/2019

Jupiter: A Networked Computing Architecture

In the era of Internet of Things, there is an increasing demand for netw...

0 Pradipta Ghosh, et al. ∙

research

∙ 10/29/2019

Closed-Form Whittle's Index-Enabled Random Access for Timely Status Update

We consider a star-topology wireless network for status update where a c...

0 Jingzhou Sun, et al. ∙

research

∙ 09/21/2019

BlendSM-DDM: BLockchain-ENabled Secure Microservices for Decentralized Data Marketplaces

To promote the benefits of the Internet of Things (IoT) in smart communi...

0 Ronghua Xu, et al. ∙

research

∙ 05/25/2019

A Reference Architecture for Blockchain-based Peer-to-Peer IoT Applications

The advent of Blockchain and Distributed Ledger Technologies enable IoT ...

0 Gowri Sankar Ramachandran, et al. ∙

research

∙ 02/28/2019

MOTIVE: Micropayments for trusted vehicular services

Increasingly, connected cars are becoming a decentralized data platform....

0 Gowri Sankar Ramachandran, et al. ∙

research

∙ 02/15/2019

Heat-Diffusion: Pareto Optimal Dynamic Routing for Time-Varying Wireless Networks

A dynamic routing policy, referred to as Heat-Diffusion (HD), is develop...

0 Reza Banirazi, et al. ∙

research

∙ 11/23/2018

Enhancing Engagement in Token-Curated Registries via an Inflationary Mechanism

Token Curated Registries (TCR) are decentralized recommendation systems ...

0 Yi Lucy Wang, et al. ∙

research

∙ 09/05/2018

Token Curated Registries - A Game Theoretic Approach

Token curated registries (TCRs) have been proposed recently as an approa...

0 Aditya Asgaonkar, et al. ∙

research

∙ 06/21/2018

Solving the Buyer and Seller's Dilemma: A Dual-Deposit Escrow Smart Contract for Provably Cheat-Proof Delivery and Payment for a Digital Good without a Trusted Mediator

A fundamental problem for electronic commerce is the buying and selling ...

0 Aditya Asgaonkar, et al. ∙

research

∙ 06/12/2018

Trinity: A Distributed Publish/Subscribe Broker with Blockchain-based Immutability

Internet-of-Things (IoT) and Supply Chain monitoring applications rely o...

0 Gowri Sankar Ramachandran, et al. ∙

research

∙ 05/08/2018

Blockchain for the IoT: Opportunities and Challenges

Blockchain technology has been transforming the financial industry and h...

0 Gowri Sankar Ramachandran, et al. ∙

research

∙ 03/23/2018

SENATE: A Permissionless Byzantine Consensus Protocol in Wireless Networks

The blockchain technology has achieved tremendous success in open (permi...

0 Zhiyuan Jiang, et al. ∙

research

∙ 03/22/2018

Can Decentralized Status Update Achieve Universally Near-Optimal Age-of-Information in Wireless Multiaccess Channels?

In an Internet-of-Things system where status data are collected from sen...

0 Zhiyuan Jiang, et al. ∙

research

∙ 02/20/2018

Deep Reinforcement Learning for Dynamic Multichannel Access in Wireless Networks

We consider a dynamic multichannel access problem, where multiple correl...

0 Shangxing Wang, et al. ∙

research

∙ 01/11/2018

Timely Status Update in Massive IoT Systems: Decentralized Scheduling for Wireless Uplinks

In a typical Internet of Things (IoT) application where a central contro...

0 Zhiyuan Jiang, et al. ∙

research

∙ 07/18/2017

ARREST: A RSSI Based Approach for Mobile Sensing and Tracking of a Moving Object

We present Autonomous Rssi based RElative poSitioning and Tracking (ARRE...

0 Pradipta Ghosh, et al. ∙

research

∙ 07/12/2011

Funding Games: the Truth but not the Whole Truth

We introduce the Funding Game, in which m identical resources are to be ...

0 Amotz Bar-Noy, et al. ∙

Bhaskar Krishnamachari

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