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#RocksDB

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Carnegie Mellon University

The Databaseology Lectures - Fall 2015

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Explore embedded database systems through technical talks from leading developers, covering implementation details and real-world challenges in mobile, OLTP, and distributed systems.
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6 Lesons
6 hours
On-Demand
Free-Video
Hussein Nasser

Cloudflare's 150ms Global Cache Purge System - Deep Dive

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Dive into Cloudflare's innovative global cache purge system, exploring its evolution from core-based lazy purge to coreless active purge, and understand the engineering behind its impressive 150ms performance.
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15 Lesons
1 hour 1 minute
On-Demand
Free-Video
Meta

RocksDB Advanced Features and Optimizations - Lightning Talks

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Lightning talks on RocksDB features: Lua compaction filters, read cache, statistics, iterator-assisted inserts, large value support, bulk loading, and more. Insights into performance improvements and advanced functionalities.
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40 Lesons
1 hour 6 minutes
On-Demand
Free-Video
SNIAVideo

Towards Large-scale Deployments with Zoned Namespace SSDs

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Explore the evolution of Zoned Namespace SSDs and their impact on large-scale storage, covering hardware standards, software ecosystems, and cloud integration for enhanced performance and efficiency.
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1 Lesons
36 minutes
On-Demand
Free-Video
Meta

RocksDB Usage at LinkedIn - FollowFeed and Apache Samza

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Explore LinkedIn's use of RocksDB in FollowFeed and Apache Samza, covering architecture, performance, and real-world experiences with this powerful database system.
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23 Lesons
29 minutes
On-Demand
Free-Video
Meta

RocksDB on Open-Channel SSDs

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Explore RocksDB implementation on Open-Channel SSDs, covering data placement, recovery, multithreading, and performance optimization techniques.
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12 Lesons
26 minutes
On-Demand
Free-Video
Meta

RealPin: A Highly Customizable Object Retrieval System

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Explore Pinterest's RealPin system for customizable object retrieval, featuring RocksDB integration, flexible update methods, and efficient retrieval patterns for large-scale data management.
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15 Lesons
21 minutes
On-Demand
Free-Video
Meta

RocksDB: A High Performance Embedded Key-Value Store for Flash Storage

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Explore RocksDB, an open-source embedded database optimized for flash storage performance. Learn its architecture, advantages over LevelDB, and how it enhances data management on application servers.
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15 Lesons
27 minutes
On-Demand
Free-Video
Linux Foundation

TiKV Best Practices - Deployment, Scaling, and Performance Optimization

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Explore TiKV best practices for distributed key-value databases, covering data distribution, cross-DC deployment, scaling, hotspot management, and performance tuning for optimal system efficiency.
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20 Lesons
40 minutes
On-Demand
Free-Video
SNIAVideo

Flexible Data Placement Open Source Ecosystem - Implementation and Benefits

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Dive into NVMe's Flexible Data Placement technology, exploring implementation strategies across Linux systems, QEMU emulation, and applications like Cachelib and RocksDB, with focus on integration and performance benefits.
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1 Lesons
49 minutes
On-Demand
Free-Video
Meta

RocksDB Transactions - Features and Implementation

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Explore RocksDB Transactions, including isolation levels, snapshots, and future developments in this storage engine designed for high-performance applications.
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7 Lesons
24 minutes
On-Demand
Free-Video
USENIX

P2CACHE: Exploring Tiered Memory for In-Kernel File Systems Caching

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Explores P2CACHE, a novel in-kernel caching mechanism leveraging persistent memory and DRAM to enhance legacy file systems' performance, durability, and crash consistency without extensive modifications.
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1 Lesons
19 minutes
On-Demand
Free-Video
USENIX

Symbiosis: The Art of Application and Kernel Cache Cooperation - FAST '24

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Explore Symbiosis, a framework optimizing key-value storage systems by dynamically configuring cache sizes. Learn how it improves performance across various workloads and environments.
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1 Lesons
20 minutes
On-Demand
Free-Video
USENIX

ZNS - Avoiding the Block Interface Tax for Flash-based SSDs

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Explore Zoned Namespace SSDs: improved efficiency, higher throughput, and lower latency for flash storage. Learn about interface changes, software adaptations, and performance benefits in Linux and RocksDB.
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11 Lesons
16 minutes
On-Demand
Free-Video
USENIX

Characterizing, Modeling, and Benchmarking RocksDB Key-Value Workloads at Facebook

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Detailed analysis of RocksDB workloads at Facebook, revealing key-value usage patterns and proposing improved benchmarking methods for more accurate representation of real-world scenarios.
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30 Lesons
29 minutes
On-Demand
Free-Video
USENIX

MatrixKV - Reducing Write Stalls and Write Amplification in LSM-tree Based KV Stores

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Innovative LSM-tree based key-value store design using NVM to reduce write stalls and amplification. Introduces matrix container, column compaction, and cross-row hint search for improved performance in multi-tier storage systems.
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17 Lesons
21 minutes
On-Demand
Free-Video
USENIX

SplinterDB - Closing the Bandwidth Gap for NVMe Key-Value Stores

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Explore SplinterDB, a novel key-value store designed for NVMe SSDs, offering improved performance and reduced write amplification compared to existing solutions like RocksDB.
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8 Lesons
24 minutes
On-Demand
Free-Video
USENIX

ExF2FS - Transaction Support in Log-Structured Filesystem

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Innovative log-structured filesystem with transaction support, enhancing multi-file operations and garbage collection for improved performance in database systems and software installations.
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1 Lesons
16 minutes
On-Demand
Free-Video
EuroPython Conference

Python on the Rocks - Crafting a Smooth Blend with RocksDB

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Explore RocksDB's internal workings and efficient data storage principles with Python. Harness its potential to elevate your applications' performance and capabilities.
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1 Lesons
28 minutes
On-Demand
Free-Video
Confluent

Isolating Streaming Ingest and Queries Using RocksDB

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Explore a real-time analytics architecture using RocksDB to isolate streaming data ingestion from query serving. Learn about compute-storage separation and memtable replication for efficient data processing.
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1 Lesons
32 minutes
On-Demand
Free-Video