Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
HP-UX 11i InternalsChris CooperChris Moore Invaluable information for optimizing HP-UX performance, reliability, and efficiency Find out how to approach system administration, tuning, and troubleshooting from a more informed perspective For every HP-UX sysadmin, programmer, and performance specialistHP Professional BooksHP-UX 11i InternalsHP-UX under the hood: practical insight for optimization and troubleshootingTo maximize the performance, efficiency, and reliability of your HP-UX sysem, you need to know what's going on under the hood. HP-UX 11i Internals goes beyond generic UNIX internals, showing exactly how HP-UX works in PA-RISC environments.HP experts Cooper and Moore systematically illuminate HP-UX kernel data structures and algorithms for memory management, process and thread scheduling, I/O control, files and file systems, resource management, and more. They focus on HP-UX 11i, while also offering valuable insight for those using earlier versions. PA-RISC architecture: register set, virtual memory, key instructions, and procedure calling conventions HP-UX kernel organization: hardware-dependent and independent data structures Process and thread management: proc tables, memory management, scheduling, and the complete process/thread lifecycle System-wide memory resources: allocation and mapping to physical memory HP-UX paging and swapping Files and filesystems: traditional UNIX filesystems, HFS, VFS, and dynamic buffer cache I/O and device management: addressing, DMA, interrupts, device files, I/O configuration, device driver assignments, and I/O request pathways Logical Volume Management (LVM): abstracting physical disks from the disk I/O system HP-UX multiprocessing: challenges, data structures, and interfaces Kernel communication services: semaphores, message queues, shared memory, signals, and the kernel callout system Signaling in complex threaded environments System initialization, from vmunix to init: running HP-UX on diverse platformsWhether you administer HP-UX, tune it, troubleshoot it, or write kernel modules for it, you'll find HP-UX 11i Internals indispensable.U.S. $59.99 Canada $90.99PRENTICE HALLUpper Saddle River, NJ 07458www.phptr.comHewlett-Packard(R) Professional BooksA Prentice Hall Titlewww.hp.com/hpbooksISBN: 0-13-032861-8
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it