Digital Commons Network^™

Predictive Workload Scheduling Using Multi-Domain Telemetry And Reliability Scoring, N/A

Defensive Publications Series

A system integrates out-of-band physical infrastructure telemetry into software-layer workload orchestration for predictive scheduling. A multi-domain telemetry aggregator ingests and normalizes data from disparate sources, including host hardware via baseboard management controllers, facility infrastructure sensors, and network switches. A predictive reliability engine processes this aggregated data using a machine learning or heuristic model to generate a quantitative reliability score for each compute node. The engine asynchronously updates these scores in a high-speed, in-memory cache to ensure low-latency access for the scheduler. Upon receiving a new workload request, a scheduler plugin queries the cache to filter out nodes with scores below …

Dynamic Glare Reconstruction For Adaptive Displays, Hp Inc

Defensive Publications Series

A system and method for dynamic environmental light reconstruction and dual-directional optical compensation are disclosed. The system utilizes a multimodal fusion engine combining a dual-engine vision processor (macro-facial shading and micro-corneal reflection) with a hardware hinge-angle sensor. By accurately reconstructing a 3D environmental light vector and correlating it with real-time device kinematics, the system simultaneously predicts physical glare points on the display and direct flare incidents on the camera lens. The system then executes localized display compensation based on a joint gaze-glare probability map, while predictively tuning camera image signal processor (ISP) parameters to ensure optimal visual readability and video …

Integrated Sled System For Multi-Rack Data Center Deployment With Dynamic Shock Isolation, N/A

Defensive Publications Series

A rack deployment sled (RDS) aggregates multiple information technology (IT), networking, and power racks onto a single structural base to form a shippable unit. The sled incorporates an integrated dynamic isolation system, using components such as wire rope isolators, to protect the combined payload during transport without separate shock-absorbing pallets. This design allows for inter-rack cabling, connections to liquid cooling manifolds, and system validation to be completed upstream before the unit arrives at a data center. A two-stage methodology handles movement, where standard material handling equipment delivers the sled to the server row, and integrated low-profile mechanisms like pneumatic air …

Security Operations Decision Attribution And Reasoning Trace Evaluation Framework For Autonomous Security Triage And Investigation Agents, Vidya Gopalakrishnan, Benjamin Walter, Nicholas Smith, Ruowen Wang, Jeffrey Bickford

Defensive Publications Series

This publication describes the Security Operations (SecOps) Decision Attribution and Reasoning Trace framework, an integrated ground-truth construction pipeline and evaluation harness for benchmarking autonomous security triage and investigation agents at enterprise scale. Evaluating security agents presents two fundamental challenges: first, historical human closure notes are inherently sparse, unstructured, and omit implicit investigative steps, making it difficult to systematically codify expert reasoning ground truth. Secondly, conventional verdict-based metrics fail to detect when an agent arrives at the correct conclusion through flawed logic, coincidental data lookups, or deficient reasoning paths. The SecOps Decision Attribution and Reasoning Trace framework aims to resolve both …

Automated Proactive Software Defect Discovery And Verification Framework, N/A

Defensive Publications Series

Software maintenance in complex repositories benefits from automated mechanisms capable of identifying defects prior to production failure or manual reporting. This publication describes an automated system designed for the proactive discovery and verification of software vulnerabilities across large-scale source code repositories. By integrating local compute pre-processing, structure-aware code parsing, and graph-augmented semantic retrieval, the framework optimizes code representation for large language model analysis. Potential software defects are identified through automated vulnerability hypotheses, followed by the synthesis of executable test cases designed to reproduce the hypothesized conditions. The framework enforces a strict verification phase where candidate test cases are executed in …

Im FrüHrot: Gedichte Der Ungarn, Clemens Podewils Graf

Hannah Arendt Marginalia - All

München, C. Hanser [1957]

Call #: PH3421.G4 P6

Contains gift inscription PDF information: 3 pages - 295 KB

Nietzsche Brevier, Friedrich Nietzsche

Hannah Arendt Marginalia - All

Wien, G. Prachner [1950]

Call #: B3312 .A5 1950

Contains gift inscription PDF information: 3 pages - 213 KB

The Gay Science: With A Prelude In Rhymes And An Appendix Of Songs, Friedrich Nietzsche, Walter Kaufmann

Hannah Arendt Marginalia - All

New York : Vintage Books, [1974]

Call #: B3313.F72 E5 1974

Arendt copy contains underlining and notes on p. 126.

PDF information: 2 pages - 374 KB

Vol. 6 Issue 3 (May 1910)

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Vol. 6 Issue 2 (April 1910)

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Vol. 6 Issue 1 (March 1910)

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Vol. 5 Issue 12 (Feb 1910)

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Vol. 5 Issue 11 (Jan 1910)

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Vol. 5 Issue 10 (Dec 1909)

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Vol. 5 Issue 9 (Nov 1909)

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Vol. 5 Issue 8 (Oct 1909)

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Vol. 5 Issue 7 (Sept 1909)

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Vol. 5 Issue 6 (Aug 1909)

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Vol. 5 Issue 5 (July 1909)

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Vol. 5 Issue 4 (June 1909)

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Vol. 5 Issue 3 (May 1909)

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Vol. 5 Issue 2 (April 1909)

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Vol. 5 Issue 1 (March 1909)

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Vol. 4 Issue 12 (Feb 1909)

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Vol. 4 Issue 11 (Jan 1909)

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Vol. 4 Issue 10 (Dec 1908)

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Vol. 4 Issue 9 (Nov 1908)

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Vol. 4 Issue 8 (Oct 1908)

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Vol. 4 Issue 7 (Sept 1908)

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Vol. 4 Issue 6 (Aug 1908)

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