Challenges and future directions for energy, latency, and lifetime improvements in NVMs

S Kargar, F Nawab - Distributed and Parallel Databases, 2023 - Springer
Recently, non-volatile memory (NVM) technology has revolutionized the landscape of
memory systems. With many advantages, such as non volatility and near zero standby …

Consensus in data management: From distributed commit to blockchain

F Nawab, M Sadoghi - Foundations and Trends® in …, 2023 - nowpublishers.com
The problem of distributed consensus has played a major role in the development of
distributed data management systems. This includes the development of distributed atomic …

F-tadoc: Fpga-based text analytics directly on compression with hls

Y Zhou, F Zhang, T Lin, Y Huang… - 2024 IEEE 40th …, 2024 - ieeexplore.ieee.org
With the development of loT and edge computing, data analytics on edge has become
popular, and text analytics directly on compression (TADOC) has been proven to be a …

Reliable transactions in serverless-edge architecture

S Gupta, S Rahnama, E Linsenmayer… - 2023 IEEE 39th …, 2023 - ieeexplore.ieee.org
Modern edge applications demand novel solutions where edge applications do not have to
rely on a single cloud provider (which cannot be in the vicinity of every edge device) or …

Liftchain: A scalable multi-stage nft transaction protocol

HK Chaparala, SV Doddala, A Showail… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
The Non-fungible token (NFT) market has been booming with some reports estimating the
surge in the market value to over 80 Billion USD in 2025. With this surge, comes the …

Efficient dynamic clustering: Capturing patterns from historical cluster evolution

B Gu, S Kargar, F Nawab - arXiv preprint arXiv:2203.00812, 2022 - arxiv.org
Clustering aims to group unlabeled objects based on similarity inherent among them into
clusters. It is important for many tasks such as anomaly detection, database sharding, record …

Esmo: Joint frame scheduling and model caching for edge video analytics

T Li, J Sun, Y Liu, X Zhang, D Zhu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the advancements in Machine Learning (ML) and edge computing, increasing efforts
have been devoted to edge video analytics. However, most of the existing works fail to …

[PDF][PDF] The Tipping Point of Edge-Cloud Data Management.

F Nawab, M Shadmon - CIDR, 2024 - cidrdb.org
ABSTRACT Edge and Internet of Things (IoT) applications have attracted significant
attention from both industry and academia due to their immense potential. As a result, the …

MPDM: A Multi-Paradigm Deployment Model for Large-Scale Edge-Cloud Intelligence

L Wang, X Ren, C Zhao, F Zhao… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
The development of cloud and edge computing has enabled the easy access of artificial
intelligence (AI) services for massive heterogeneous and resource-constrained devices …

You've got a Friend in ME (Mobile Edge): Blockchain Processing with Cloud Node Backup

Z Karl, H Freedman, A Showail, A Singh… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
The growing ubiquity of Blockchain has led to the experimental transplantation of classical
web applications into the Blockchain space. Notoriously, running computationally-expensive …