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Advances in analytic approaches have brought the vision of efficient High Performance Computing (HPC) operations enabled by dynamic analysis driving automated feedback and adaptation within reach. Many HPC centers have started the development and deployment of frameworks to enable continuous and holistic monitoring, archiving, and analysis of performance data from their production machines and related infrastructures. The impact of such frameworks rests upon the ability to effectively analyze such data and to take action based on analysis results. Analytic techniques have been successfully developed and applied in other domains but their features may not apply directly to HPC operations data and situations. Response options are limited in HPC implementations. Leveraging, adapting, and extending analysis techniques and response options would open up new avenues for research and development of actionable analytics that can drive more intelligent operations through both manual and automated response to conditions of interest. This Dagstuhl Seminar 23171 brought together practitioners and researchers in the areas of HPC system management and monitoring, analytics, and computer science to collaboratively work on developing community solutions for revolutionizing HPC system operations. The topics discussed in this seminar spanned use cases, data and analytic approaches required to address the use cases, use of analysis results to improve performance and operations, and research in the development and use of autonomous feedback loops.

Photograph of district ranger Lary D. Barney taken inside the South Unit visitor center of Theodore Roosevelt National Memorial Park.

College-level runners participate in the Badlands Cross Country Race on the Scenic Loop Drive in the South Unit of Theodore Roosevelt National Park.

Photograph of an old entrance station booth at the beginning of the scenic loop road in the South Unit of Theodore Roosevelt National Park. A sign in front of the booth outlines the park's hunting policy.

Photograph of bison corrals in the South Unit of Theodore Roosevelt National Park.

Photograph of a wooden employee garage (building 211) with badlands scenery.

Photograph of the Upper Paddock Creek prairie dog town.

Photograph of a brick sewage lift station in the South Unit of Theodore Roosevelt National Memorial Park.

Photograph of the women's pit toilet with the stall door open at Halliday Well in the South Unit of Theodore Roosevelt National Memorial Park.

Photograph of park historian Alfred Schulmeyer taken inside the South Unit visitor center of Theodore Roosevelt National Memorial Park.

Photograph of Dickinson Job Corps removing accumulated trash from the bottom of the Painted Canyon Overlook in the South Unit of Theodore Roosevelt National Memorial Park.

Photograph of seasonal ranger Dominic Volesky taken outside of the South Unit visitor center of Theodore Roosevelt National Memorial Park.

Photograph of seasonal interpretive ranger Donald J. Kostelecky taken outside of the South Unit visitor center of Theodore Roosevelt National Memorial Park.

Photograph of the 1964 uniformed park staff taken outside the South Unit visitor center of Theodore Roosevelt National Memorial Park.

Photograph of Dickinson Job Corps burning removed accumulated trash in the South Unit of Theodore Roosevelt National Memorial Park.

Photograph of Dickinson Job Corps collecting trash on the side of the butte below the Painted Canyon Overlook in the South Unit of Theodore Roosevelt National Memorial Park.

Photograph of trash collected by the Dickinson Job Corps, at the Painted Canyon Overlook in the South Unit of Theodore Roosevelt National Memorial Park.

Staff constructing a restroom at Painted Canyon in the South Unit of Theodore Roosevelt National Park.

Seasonal ranger Richard D. Bryan in the South Unit visitor center of Theodore Roosevelt National Memorial Park.

Photograph of park maintenance staff standing with Superintendent Arthur L. Sullivan at the South Unit maintenance yard of Theodore Roosevelt National Memorial Park. Pictured (left to right): 1st row-B. Piesik, A. Wanner, D. Redmond, A. Roller, G. Heisei, T. Wirtsfield, K. Koretos, J. Roth, and J. Symionow. 2nd row-R. Kile, P. Hecker, W. Jump, E. Justesen, T. Frank, M. Terry, K. Wyckoff, M. Gilman, and S. Schake.

Photograph of maintenance supervisor Marion Terry taken inside the South Unit visitor center of Theodore Roosevelt National Memorial Park.

Photograph of interpretive ranger David H. Huntzinger taken inside the South Unit visitor center of Theodore Roosevelt National Memorial Park.

Photograph of ranger Myrl Glen Brooks, chief of interpretation and resource management, taken inside the South Unit visitor center of Theodore Roosevelt National Memorial Park.

Photograph of seasonal ranger David H. Margolis taken in the South Unit visitor center of Theodore Roosevelt National Memorial Park.

Photograph of seasonal ranger Robert Wentz, who was employed in the summer of 1973 and 1974 at Theodore Roosevelt National Memorial Park.

National Park Service Director George B. Hartzog's official portrait, rephotographed by Ranger Michael Ott Wintch at Theodore Roosevelt National Memorial Park.

Photograph of seasonal ranger Fred L. Freeman taken in the South Unit visitor center at Theodore Roosevelt National Memorial Park.

Photograph of a trapped bighorn sheep blindfolded by staff during a roundup in the South Unit of Theodore Roosevelt National Park.

A bison is transported in the back of a truck after a roundup at the wildlife handling facility in the South Unit of Theodore Roosevelt National Park.

A bison waits to be examined in the squeeze chute during a roundup, held from October 12 to October 19, 1964, at the wildlife handling facility in the South Unit of Theodore Roosevelt National Park.

An American bison exits the squeeze chute during bison roundup at the wildlife handling facility in the South Unit of Theodore Roosevelt National Park.

Park staff position a bison into the ready chute during a roundup held in the South Unit of Theodore Roosevelt National Park.

A wildlife handling facility chute construction stands in the South Unit of Theodore Roosevelt National Park.

Photograph of seasonal ranger Hector employed in the summer of 1968 at Theodore Roosevelt National Memorial Park.

A wildlife handling facility scale stands partially constructed in the South Unit of Theodore Roosevelt National Park.

A bison herd is moved during a roundup, from October 12 to October 19, 1964, into the wildlife handling facility in the South Unit of Theodore Roosevelt National Park.

Photograph of a bison herd being moved during a roundup, held from October 12 th to October 19 th , into the wildlife handling facility corral in the South Unit of Theodore Roosevelt National Park.

Park staff pose for a group photo during a roundup held from October 12 to October 19 at the wildlife handling facility in the South Unit of Theodore Roosevelt National Park.

Park staff operate the squeeze chute, during a bison roundup, at the wildlife handling facility in the South Unit of Theodore Roosevelt National Park.

A roped bison is examined by staff during a roundup, held from October 12 to October 19, 1964, in the wildlife handling facility corral in the South Unit of Theodore Roosevelt National Park.

A bison's head is visible through the boards of a wildlife squeeze chute during a roundup held from October 12 to October 19, 1964, at the wildlife handling facility in the South Unit of Theodore Roosevelt National Park.

A bison herd is moved during a roundup, held from October 12 to October 19, to the wildlife handling facility in the South Unit of Theodore Roosevelt National Park.

Eastern Medora exit construction along U.S. Interstate 94 two miles east of the south unit entrance.

Photograph of the park road crossing the recently completed Interstate 94 looking north-northwest.

Photograph of Interstate 94 after construction with the park road overpass visible in the background (center of photo).

Dirt being graded during early construction of U.S. Interstate 94.

Photograph of traffic on Interstate 94 passing through the North Dakota Badlands along the South Unit of Theodore Roosevelt National Park.

Photograph of Interstate 94 construction through the North Dakota Badlands, south of Theodore Roosevelt National Park. (This section of the interstate highway was built between 1960 and 1970, so the date on the photograph must be when a print was made, not when the photograph was taken.)

Photograph of heavy equipment grading dirt during construction of Interstate 94 through the North Dakota Badlands along the South Unit of Theodore Roosevelt National Memorial Park.

Photograph of cowboys leading the Griffin cattle drive next to the Little Missouri River near the southern boundary of the South Unit of Theodore Roosevelt National Park.