FlameDB: A Key-Value Store With Grouped Level Structure and Heterogeneous Bloom Filter
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2831259
Abstract: Key-value (KV) stores are widely used to provide much higher read and write throughput than traditional SQL databases. In particular, LSM-tree based KV store is popular with many applications since it could eliminate random writes… read more here.
Keywords: bloom filter; key value; level structure; bloom ... See more keywords
RangeKV: An Efficient Key-Value Store Based on Hybrid DRAM-NVM-SSD Storage Structure
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3017651
Abstract: Persistent key-value (KV) stores are an integral part of storage infrastructure in data centers. Emerging non-volatile memory (NVM) technologies are potential alternatives for future memory architecture design. In this study, we use NVM to optimize… read more here.
Keywords: tex math; rangekv; inline formula; storage ... See more keywords
Eukv: Enabling Efficient Updates for Hybrid PM-DRAM Key-Value Store
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3261461
Abstract: Key-value store, a fundamental component in a variety of modern data-intensive applications, can benefit from the emerging persistent memory (PM) to achieve high performance. Recent research proposes hybrid PM-DRAM key-value stores, which persist key-value pairs… read more here.
Keywords: hybrid dram; value store; dram key; value ... See more keywords
KVSTL: An Application Support to LSM-Tree Based Key-Value Store via Shingled Translation Layer Data Management
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Computers"
DOI: 10.1109/tc.2021.3098961
Abstract: LSM-tree based Key-value (KV) stores greatly fit the needs of write-intensive applications with its efficient data store and retrieval operations to datasets. To accommodate ever-growing datasets, shingled magnetic recording (SMR) drives have become a popular… read more here.
Keywords: tree based; smr drives; lsm tree; management ... See more keywords
Learned FBF: Learning-Based Functional Bloom Filter for Key–Value Storage
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Computers"
DOI: 10.1109/tc.2021.3112079
Abstract: As a challenging attempt to replace a traditional data structure with a learned model, this paper proposes a learned functional Bloom filter (L-FBF) for a key–value storage. The learned model in the proposed L-FBF learns… read more here.
Keywords: value storage; functional bloom; bloom filter; key value ... See more keywords
EMT: Elegantly Measured Tanner for Key-Value Store on SSD
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"
DOI: 10.1109/tcad.2021.3055489
Abstract: With the emergence of big data era, NoSQL key-value database is considered as a promising candidate for replacing relational database management system (RDBMS). As cost per GB of flash memory is getting closer to HDD,… read more here.
Keywords: ftl; value store; value; key value ... See more keywords
Tidal-Tree-Mem: Toward Read-Intensive Key-Value Stores With Tidal Structure Based on LSM-Tree
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"
DOI: 10.1109/tcad.2022.3177575
Abstract: The log-structured merge-tree (LSM-tree)-based key-value store has been widely adopted by many large-scale data storage applications for its excellent write performance. However, such write performance gains mainly come from scarifying read performance due to the… read more here.
Keywords: tidal tree; tree mem; lsm tree; tree ... See more keywords
Freshness Authentication for Outsourced Multi-Version Key-Value Stores
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Dependable and Secure Computing"
DOI: 10.1109/tdsc.2022.3172380
Abstract: Data outsourcing is a promising technical paradigm to facilitate cost-effective real-time data storage, processing, and dissemination. In data outsourcing, a data owner proactively pushes a stream of data records to a third-party cloud server for… read more here.
Keywords: version key; outsourced multi; value stores; key value ... See more keywords
MLPKV: A Local Differential Multi-Layer Private Key-Value Data Collection Scheme for Edge Computing Environments
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2023.3256124
Abstract: The existing solutions related to local differential privacy (LDP) in multi-layer networks for edge computing scenarios present several limitations in both key-value data heavy hitter identification and related frequency and mean estimation tasks. First, existing… read more here.
Keywords: value data; multi layer; local differential; edge computing ... See more keywords
Adaptive Lower-Level Driven Compaction to Optimize LSM-Tree Key-Value Stores
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2020.3019264
Abstract: Log-structured merge (LSM) tree key-value (KV) stores have been widely deployed in many NoSQL and SQL systems, serving online big data applications such as social networking, graph processing, machine learning, etc. The batch processing of… read more here.
Keywords: compaction; level driven; value stores; lsm tree ... See more keywords
Generalized Key-Value Memory to Flexibly Adjust Redundancy in Memory-Augmented Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3159445
Abstract: Memory-augmented neural networks enhance a neural network with an external key-value (KV) memory whose complexity is typically dominated by the number of support vectors in the key memory. We propose a generalized KV memory that… read more here.
Keywords: redundancy; value memory; memory augmented; memory ... See more keywords