Gender Based Violence Courses

USENIX

A Case for Task Sampling Based Learning for Cluster Job Scheduling

Innovative task sampling approach for cluster job scheduling, improving runtime property estimation and reducing job completion time compared to history-based predictors.

• YouTube
• 16 minutes
• On-Demand
• Conference Talk

USENIX

SketchLib - Enabling Efficient Sketch-based Monitoring on Programmable Switches

Explore efficient sketch-based network monitoring on programmable switches with SketchLib. Learn optimization techniques to reduce hardware resource footprint while maintaining measurement accuracy.

• YouTube
• 15 minutes
• On-Demand
• Conference Talk

USENIX

DeepSketch - A New Machine Learning-Based Reference Search Technique for Post-Deduplication Delta Compression

Explores DeepSketch, a machine learning-based technique for post-deduplication delta compression in storage systems, improving data reduction efficiency through enhanced reference search accuracy.

• YouTube
• 15 minutes
• On-Demand
• Conference Talk

USENIX

Removing Double-Logging with Passive Data Persistence in LSM-tree Based Relational Databases

Explores a novel solution to remove double-logging in LSM-tree based relational databases, improving performance and efficiency while maintaining data reliability and fast recovery.

• YouTube
• 15 minutes
• On-Demand
• Conference Talk

USENIX

FORD - Fast One-sided RDMA-based Distributed Transactions for Disaggregated Persistent Memory

Explore efficient distributed transactions for disaggregated persistent memory using FORD, a system leveraging one-sided RDMA to improve throughput and reduce latency in remote memory pools.

• YouTube
• 16 minutes
• On-Demand
• Conference Talk

USENIX

Prediction-Based Power Oversubscription in Cloud Platforms

Explore power oversubscription in cloud platforms using prediction-based techniques to optimize datacenter resources, increase efficiency, and minimize impact on critical workloads.

• YouTube
• 16 minutes
• On-Demand
• Conference Talk

USENIX

Habitat - A Runtime-Based Computational Performance Predictor for Deep Neural Network Training

Explore a runtime-based technique for predicting GPU performance in deep neural network training, aiding cost-efficient hardware selection for researchers and practitioners.

• YouTube
• 16 minutes
• On-Demand
• Conference Talk

USENIX

Improving Performance of Flash Based Key-Value Stores Using Storage Class Memory as a Volatile Memory Extension

Explore using Storage Class Memory to enhance flash-based key-value stores' performance in data centers, focusing on RocksDB improvements and cost-effectiveness for large-scale applications.

• YouTube
• 15 minutes
• On-Demand
• Conference Talk

USENIX

MapperX - Adaptive Metadata Maintenance for Fast Crash Recovery of DM-Cache Based Hybrid Storage Devices

Explores MapperX, an extension to DM-cache that uses adaptive bit-trees for faster crash recovery in hybrid storage devices, balancing performance and data integrity.

• YouTube
• 15 minutes
• On-Demand
• Conference Talk

USENIX

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

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.

• YouTube
• 16 minutes
• On-Demand
• Conference Talk

USENIX

Fast RDMA-based Ordered Key-Value Store Using Remote Learned Cache

Explores XSTORE, an RDMA-based key-value store using machine learning models as cache for tree-based indexes, improving performance and scalability while efficiently handling dynamic workloads and reducing client-side memory usage.

• YouTube
• 19 minutes
• On-Demand
• Conference Talk

0xdade

Time Signature Based Matching for Data Fusion and Coordination Detection in Cyber Relevant Logs

Methodology for detecting automated behavior in cyber logs using temporal pattern matching, scalable through locality sensitive hashing. Applications include anomaly detection and data fusion.

• YouTube
• 23 minutes
• On-Demand
• Conference Talk

BSidesLV

Examining DES-based Cipher Suite Support within the TLS Ecosystem

Explore DES-based cipher suite support in TLS, analyzing prevalence, geographical distribution, and implications for security. Learn why DES persists and how to remove it.

• YouTube
• 22 minutes
• On-Demand
• Conference Talk

BSidesLV

Stronger Password-Based Encryption Using I/O Hardness

Explore innovative techniques for enhancing password-based encryption through I/O hardness, comparing schemes and costs to improve security in the digital age.

• YouTube
• 25 minutes
• On-Demand
• Conference Talk

LASCON

Securing Modern API and Microservice Based Applications by Design

Learn to secure modern API and microservices architectures with expert insights on key concerns, architectural patterns, and actionable solutions for robust application security.

• YouTube
• 45 minutes
• On-Demand
• Conference Talk