GearUp hides serverless ML loading using DAG slack time
On NVIDIA L40S GPUs, median latency falls 64.5% and 75.9% versus SMIless on two workflows.
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On NVIDIA L40S GPUs, median latency falls 64.5% and 75.9% versus SMIless on two workflows.

Varonis ranks first with effective-access graph and automated least-privilege remediation across collaboration and warehouse estates.
DAGent grows research-agent plans from evidence and beats open baselines on BrowseComp-Plus, GAIA, and xbench-DeepSearch.
DAGent plans deep-research agent graphs incrementally from evidence confidence, outperforming open baselines on three benchmarks.
Apache Airflow Teradata provider before 3.7.0 allows SQL injection via unconstrained example Dag Params.
Steelhead interleaves partially synchronous and asynchronous DAG commit rules and adapts without extra messages.
Hydrozoan is a DAG consensus protocol that commits in two or three delays under mixed Byzantine and crash faults.
Researchers map the MEV attack space for DAG-based BFT consensus protocols, showing all six evaluated production protocols are vulnerable to at least some attacks.
Researchers propose node-specific variable proof-of-work to curb transaction spamming in DAG-based distributed ledgers, proving a Nash equilibrium enforces prescribed node behavior.
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