WATuning: a workload-aware tuning system with attention-based deep reinforcement learning
Configuration tuning is essential to optimize the performance of systems (eg, databases, key-
value stores). High performance usually indicates high throughput and low latency. At …
value stores). High performance usually indicates high throughput and low latency. At …
Calcspar: A {Contract-Aware}{LSM} Store for Cloud Storage with Low Latency Spikes
Cloud storage is gaining popularity because of features such as pay-as-you-go that
significantly reduces storage costs. However, the community has not sufficiently explored its …
significantly reduces storage costs. However, the community has not sufficiently explored its …
CruiseDB: An LSM-tree key-value store with both better tail throughput and tail latency
Due to excellent performance, LSM-tree key-value stores have been widely used in various
applications in recent years. However, LSM-tree's inherent batched data processing …
applications in recent years. However, LSM-tree's inherent batched data processing …
On the evolutionary of bloom filter false positives-an information theoretical approach to optimizing bloom filter parameters
The fundamental issue of how to calculate the false positive probability of widely used
Bloom Filters (BF), from which the conventional wisdom is to derive the optimal value of …
Bloom Filters (BF), from which the conventional wisdom is to derive the optimal value of …
WA-Zone: Wear-Aware Zone Management Optimization for LSM-Tree on ZNS SSDs
ZNS SSDs divide the storage space into sequential-write zones, reducing costs of DRAM
utilization, garbage collection, and over-provisioning. The sequential-write feature of zones …
utilization, garbage collection, and over-provisioning. The sequential-write feature of zones …
Elevating Performance of LSM-Tree-Based Key-Value Stores with Gradient Data Hierarchy
H Sun, J Xu, X Qin - 2023 IEEE 16th International Conference …, 2023 - ieeexplore.ieee.org
Key-value stores are a key player of managing large-scale unstructured data in storage
systems. Performance improvement of the LSM-tree structure has been extensively …
systems. Performance improvement of the LSM-tree structure has been extensively …
A Contract-Aware and Cost-effective LSM Store for Cloud Storage with Low Latency Spikes
Cloud storage is gaining popularity because features such as pay-as-you-go significantly
reduce storage costs. However, the community has not sufficiently explored its contract …
reduce storage costs. However, the community has not sufficiently explored its contract …
AStore: Uniformed Adaptive Learned Index and Cache for RDMA-enabled Key-Value Store
Distributed key-value storage and computation are essential components of cloud services.
As the demand for high-performance systems has increased significantly, a new architecture …
As the demand for high-performance systems has increased significantly, a new architecture …
gLSM: Using GPGPU to Accelerate Compactions in LSM-tree-based Key-value Stores
H Sun, J Xu, X Jiang, G Chen, Y Yue… - ACM Transactions on …, 2024 - dl.acm.org
Log-structured-merge tree or LSM-tree is a technological underpinning in key-value (KV)
stores to support a wide range of performance-critical applications. By conducting data re …
stores to support a wide range of performance-critical applications. By conducting data re …
Improving LSM-Tree Based Key-Value Stores with Fine-Grained Compaction Mechanism
H Sun, G Chen, Y Yue, X Qin - IEEE Transactions on Cloud …, 2023 - ieeexplore.ieee.org
LSM-tree-based key-value stores (KV stores) render high-performance read/write services to
data-intensive applications. KV stores employ an SSTable-based Coarse-Grained …
data-intensive applications. KV stores employ an SSTable-based Coarse-Grained …