CARP: Range Query-Optimized Indexing for Streaming Data

Authors: Jain, Ankush, Cranor, Charles D., Zheng, Qing, Settlemyer, Bradley W., Amvrosiadis, George, Grider, Gary A.

Source: SC24: International Conference for High Performance Computing, Networking, Storage and Analysis SC High Performance Computing, Networking, Storage and Analysis, SC24: International Conference for. :1-19 Nov, 2024

Relation: SC24: International Conference for High Performance Computing, Networking, Storage and Analysis

Extending the Mochi Methodology to Enable Dynamic HPC Data Services

Authors: Dorier, Matthieu, Carns, Philip, Ross, Robert, Snyder, Shane, Latham, Rob, Gueroudji, Amal, Amvrosiadis, George, Cranor, Chuck, Soumagne, Jerome

Source: 2024 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) IPDPSW Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2024 IEEE International. :414-422 May, 2024

Relation: 2024 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)

DeltaFS: A Scalable No-Ground-Truth Filesystem For Massively-Parallel Computing

Authors: Zheng, Qing, Cranor, Charles D., Ganger, Gregory R., Gibson, Garth A., Amvrosiadis, George, Settlemyer, Bradley W., Grider, Gary A.

Source: SC21: International Conference for High Performance Computing, Networking, Storage and Analysis High Performance Computing, Networking, Storage and Analysis, SC21: International Conference for. :1-15 Nov, 2021

Relation: SC21: International Conference for High Performance Computing, Networking, Storage and Analysis

Validating Large Language Models with ReLM

Authors: Kuchnik, Michael, Smith, Virginia, Amvrosiadis, George

Subject Terms: Computer Science - Machine Learning, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2211.15458

Compact Filters for Fast Online Data Partitioning

Authors: Zheng, Qing, Cranor, Charles D., Jain, Ankush, Ganger, Gregory R., Gibson, Garth A., Amvrosiadis, George, Settlemyer, Bradley W., Grider, Gary

Source: 2019 IEEE International Conference on Cluster Computing (CLUSTER) Cluster Computing (CLUSTER), 2019 IEEE International Conference on. :1-12 Sep, 2019

Relation: 2019 IEEE International Conference on Cluster Computing (CLUSTER)

Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines

Authors: Kuchnik, Michael, Klimovic, Ana, Simsa, Jiri, Smith, Virginia, Amvrosiadis, George

Subject Terms: Computer Science - Machine Learning, Computer Science - Performance

Access URL: http://arxiv.org/abs/2111.04131

Scaling Embedded In-Situ Indexing with DeltaFS

Authors: Zheng, Qing, Cranor, Charles D., Guo, Danhao, Ganger, Gregory R., Amvrosiadis, George, Gibson, Garth A., Settlemyer, Bradley W., Grider, Gary, Guo, Fan

Source: SC18: International Conference for High Performance Computing, Networking, Storage and Analysis SC High Performance Computing, Networking, Storage and Analysis, SC18: International Conference for. :30-44 Nov, 2018

Relation: SC18: International Conference for High Performance Computing, Networking, Storage and Analysis

Unleashing In-network Computing on Scientific Workloads

Authors: Kim, Daehyeok, Jain, Ankush, Liu, Zaoxing, Amvrosiadis, George, Hazen, Damian, Settlemyer, Bradley, Sekar, Vyas

Subject Terms: Computer Science - Networking and Internet Architecture, Computer Science - Distributed, Parallel, and Cluster Computing

Access URL: http://arxiv.org/abs/2009.02457

Progressive Compressed Records: Taking a Byte out of Deep Learning Data

Authors: Kuchnik, Michael, Amvrosiadis, George, Smith, Virginia

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/1911.00472

Progressive Compressed Records: Taking a Byte out of Deep Learning Data
Very large data bases (International conference)

Authors: Kuchnik, Michael, Amvrosiadis, George, Smith, Virginia

Source: Proceedings. 47(4):2627-2641

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN607342141&indx=1&recIds=ETOCCN607342141

Practical scrubbing: Getting to the bad sector at the right time

Authors: Amvrosiadis, George, Oprea, Alina, Schroeder, Bianca

Source: IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2012) Dependable Systems and Networks (DSN), 2012 42nd Annual IEEE/IFIP International Conference on. :1-12 Jun, 2012

Relation: 2012 42nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN)

It’s Time to Talk About HPC Storage: Perspectives on the Past and Future

Authors: Settlemyer, Bradley, Amvrosiadis, George, Carns, Philip, Ross, Robert, Mohror, Kathryn, Shalf, John M.

Source: Computing in science & engineering. 23(6):63-68

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100137205793.0x000001&indx=1&recIds=ETOCvdc_100137205793.0x000001

Mochi: Composing Data Services for High-Performance Computing Environments

Authors: Ross, Robert B., Amvrosiadis, George, Carns, Philip, Cranor, Charles D., Dorier, Matthieu, Harms, Kevin, Ganger, Greg, Gibson, Garth, Gutierrez, Samuel K., Latham, Robert, Robey, Bob, Robinson, Dana, Settlemyer, Bradley, Shipman, Galen, Snyder, Shane, Soumagne, Jerome, Zheng, Qing

Source: Journal of computer science and technology. 35(1):121-144

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100102999291.0x000001&indx=1&recIds=ETOCvdc_100102999291.0x000001

Streaming Data Reorganization at Scale with DeltaFS Indexed Massive Directories.

Authors: QING ZHENG¹, zhengq@cmu.edu, CRANOR, CHARLES D.¹, chuck@cmu.edu, JAIN, ANKUSH¹, ankushj@cmu.edu, GANGER, GREGORY R.¹, ganger@cmu.edu, GIBSON, GARTH A.¹, garth@cmu.edu, AMVROSIADIS, GEORGE¹, gamvrosi@cmu.edu, SETTLEMYER, BRADLEY W.², bws@lanl.gov, GRIDER, GARY², ggrider@lanl.gov

Source: ACM Transactions on Storage; Oct2020, Vol. 16 Issue 4, p1-31, 31p

The Case for Custom Storage Backends in Distributed Storage Systems.

Authors: AGHAYEV, ABUTALIB¹, agayev@cs.cmu.edu, WEIL, SAGE², sweil@redhat.com, KUCHNIK, MICHAEL¹, mkuchnik@cmu.edu, NELSON, MARK², mnelson@redhat.com, GANGER, GREGORY R.¹, ganger@ece.cmu.edu, AMVROSIADIS, GEORGE¹, gamvrosi@cmu.edu

Source: ACM Transactions on Storage; Jun2020, Vol. 16 Issue 2, p1-31, 31p

Temperature management in data centers

Authors: El-Sayed, Nosayba, Stefanovici, Ioan, Amvrosiadis, George, Hwang, Andy, Schroeder, Bianca

Source: ACM SIGMETRICS Performance Evaluation Review; June 2012, Vol. 40 Issue: 1 p163-174, 12p