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Explore the use of ECG in cryptography for medical devices with this short program by USENIX. Delve into security assumptions, extraction methods, and remote ECG signal observation.
Explore USENIX's practical technique for cost-efficient GPU selection for deep neural network training, using a Python library called Habitat. Less than 1-hour workload.
Learn to train large-scale models using ZeRO-Offload, a method that democratizes billion-scale model training. Offered by USENIX, it requires less than an hour of study.
Explore USENIX's brief study on SKQ, a new design to FreeBSD Kqueue that enhances application tail latency and low-latency throughput, with a focus on event scheduling and scalable architecture.
Explore how to enhance flash-based key-value stores using Storage Class Memory with USENIX. Learn about data center memory requirements, RocksDB architecture, and hybrid cache design in under an hour.
Explore the Homa transport protocol with USENIX, focusing on its Linux kernel implementation. Learn about its superior performance, potential software overheads, and future improvements.
Explore USENIX's brief study on MapperX, an extension to DM-cache for faster crash recovery of hybrid storage devices. Learn about adaptive bit-tree and its implementation.
Explore fair scheduling for AVX2 and AVX-512 workloads in this USENIX offering. Learn to modify schedulers, identify tasks causing frequency reduction, and improve CPU performance.
Explore serverless execution environments and optimize application performance with SONIC, a data-passing manager. Offered by USENIX, this short program delves into data analytics applications, data-passing methods, and performance trade-offs.
Dive into the design space of page management for multi-tiered memory systems with USENIX. Learn about AutoTiering, access tier, and locality in under an hour.
Explore USENIX's UniStore, a scalable, fault-tolerant data store merging causal and strong consistency. Learn about geo-replication, hybrid alternatives, and more in under an hour.
Explore the Zoned Namespace (ZNS) interface for flash-based SSDs with USENIX. Learn how ZNS reduces capacity over-provisioning, DRAM usage, and garbage collection overheads, improving efficiency and performance.
Learn to accelerate Function-as-a-Service workflows with Faastlane in this USENIX program. Gain insights on thread-level isolation, dynamic parallelism, and reducing function interaction latency.
Explore high-performance transactions for persistent memory with ArchTM, a system designed by USENIX. Learn to avoid small writes and encourage sequential ones for better performance.
In this USENIX offering, learn from an Adobe SRE's experiences, focusing on effective incident management, monitoring coverage, and proactive approaches in under an hour.
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