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Inside the Coursera-Udemy Deal: Three Bids, Two Years and a Rival Suitor

Buried in Coursera’s 300-page prospectus: two failed merger attempts, competing bidders, a rogue shareholder, and a combined market cap that shrank from $3.8 billion to $1.7 billion.

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Optimizing Input Minimization in Kernel Fuzzing

Discover novel optimization strategies for kernel fuzzing that reduce minimization costs by 60.7% while improving bug detection and branch coverage in operating systems.
- YouTube
- 18 minutes
- Self-Paced
- Free Video
To PRI or Not To PRI - Dynamic I/O Device Passthrough for Cloud Virtualization

Explore VIO, a hardware-independent dynamic I/O device passthrough solution that balances performance with memory efficiency for cloud providers managing 300K+ VMs.
- YouTube
- 17 minutes
- Self-Paced
- Free Video
Bin2Wrong - A Unified Fuzzing Framework for Uncovering Semantic Errors in Binary-to-C Decompilers

Discover a unified fuzzing framework that systematically tests binary decompilers by mutating executables to uncover semantic errors and improve decompilation accuracy.
- YouTube
- 15 minutes
- Self-Paced
- Free Video
DDLumos - Understanding and Detecting Atomic DDL Bugs in DBMSs

Discover how DDLumos detects atomic DDL bugs in database systems through metadata conflict analysis, revealing 73 new bugs across popular DBMSs like PostgreSQL and MySQL.
- YouTube
- 15 minutes
- Self-Paced
- Free Video
Compass - Encrypted Semantic Search with High Accuracy

Discover Compass, a breakthrough system enabling high-accuracy semantic search on encrypted data while preserving privacy of queries and results through novel graph traversal techniques.
- YouTube
- 16 minutes
- Self-Paced
- Free Video
Achieving Low-Latency Graph-Based Vector Search via Aligning Best-First Search Algorithm with SSD

Discover PipeANN, an innovative on-disk graph-based system that dramatically reduces vector search latency by aligning best-first algorithms with SSD characteristics for billion-scale datasets.
- YouTube
- 12 minutes
- Self-Paced
- Free Video
Separate but Together - Integrating Remote Attestation into TLS

Discover how to integrate remote attestation into TLS for secure channels to Trusted Execution Environments without compromising existing certificate-based assurances.
- YouTube
- 16 minutes
- Self-Paced
- Free Video
Okapi - Decoupling Data Striping and Redundancy Grouping in Cluster File Systems

Explore Okapi's innovative approach to cluster file systems by separating data striping from redundancy grouping for improved IO efficiency and durability without data rewrites.
- YouTube
- 17 minutes
- Self-Paced
- Free Video
Quantum Virtual Machines

Discover HyperQ, a groundbreaking system enabling quantum virtual machines for multiplexing quantum computers, improving utilization, throughput, and reducing latency by up to 10x.
- YouTube
- 19 minutes
- Self-Paced
- Free Video
Para-ksm - Parallelized Memory Deduplication with Data Streaming Accelerator

Explore parallelized memory deduplication using Data Streaming Accelerator to reduce datacenter performance tax while improving memory efficiency in server environments.
- YouTube
- 17 minutes
- Self-Paced
- Free Video
OS Rendering Service Made Parallel with Out-of-Order Execution and In-Order Commit

Discover how Spars revolutionizes OS rendering through parallel processing, achieving 1.76×-1.91× frame rate improvements on foldable devices while reducing power consumption by 3%.
- YouTube
- 16 minutes
- Self-Paced
- Free Video
Enabling Efficient GPU Communication over Multiple NICs with FuseLink

Discover FuseLink, a system that optimizes GPU communication across multiple network cards to overcome bottlenecks in ML clusters and accelerate training and serving tasks.
- YouTube
- 17 minutes
- Self-Paced
- Free Video
Bluetooth Low Energy Security Testing with Combinatorial Methods

Discover advanced combinatorial security testing methods for Bluetooth Low Energy protocols, uncovering vulnerabilities in IoT devices through systematic input space coverage analysis.
- YouTube
- 16 minutes
- Self-Paced
- Free Video
Tiered Memory Management Beyond Hotness

Discover innovative tiered memory management using amortized offcore latency (AOL) to optimize data placement beyond traditional hotness-based approaches for better performance.
- YouTube
- 16 minutes
- Self-Paced
- Free Video
Decentralized, Epoch-based F2FS Journaling with Fine-grained Crash Recovery

Explore F2FSJ, a novel journaling technique for F2FS filesystems that reduces checkpointing time by 4.9x through decentralized design and epoch-based crash recovery mechanisms.
- YouTube
- 16 minutes
- Self-Paced
- Free Video

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