The infrastructure powering IBM's Gen AI model development

Autor: Gershon, Talia, Seelam, Seetharami, Belgodere, Brian, Bonilla, Milton, Hoang, Lan, Barnett, Danny, Chung, I-Hsin, Mohan, Apoorve, Chen, Ming-Hung, Luo, Lixiang, Walkup, Robert, Evangelinos, Constantinos, Salaria, Shweta, Dombrowa, Marc, Park, Yoonho, Kayi, Apo, Schour, Liran, Alim, Alim, Sydney, Ali, Maniotis, Pavlos, Schares, Laurent, Metzler, Bernard, Karacali-Akyamac, Bengi, Wen, Sophia, Chiba, Tatsuhiro, Choochotkaew, Sunyanan, Yoshimura, Takeshi, Misale, Claudia, Elengikal, Tonia, Connor, Kevin O, Liu, Zhuoran, Molina, Richard, Schneidenbach, Lars, Caden, James, Laibinis, Christopher, Fonseca, Carlos, Tarasov, Vasily, Sundararaman, Swaminathan, Schmuck, Frank, Guthridge, Scott, Cohn, Jeremy, Eshel, Marc, Muench, Paul, Liu, Runyu, Pointer, William, Wyskida, Drew, Krull, Bob, Rose, Ray, Wolfe, Brent, Cornejo, William, Walter, John, Malone, Colm, Perucci, Clifford, Franco, Frank, Hinds, Nigel, Calio, Bob, Druyan, Pavel, Kilduff, Robert, Kienle, John, McStay, Connor, Figueroa, Andrew, Connolly, Matthew, Fost, Edie, Roma, Gina, Fonseca, Jake, Levy, Ido, Payne, Michele, Schenkel, Ryan, Malki, Amir, Schneider, Lion, Narkhede, Aniruddha, Moshref, Shekeba, Kisin, Alexandra, Dodin, Olga, Rippon, Bill, Wrieth, Henry, Ganci, John, Colino, Johnny, Habeger-Rose, Donna, Pandey, Rakesh, Gidh, Aditya, Gaur, Aditya, Patterson, Dennis, Salmani, Samsuddin, Varma, Rambilas, Rumana, Rumana, Sharma, Shubham, Mishra, Mayank, Panda, Rameswar, Prasad, Aditya, Stallone, Matt, Zhang, Gaoyuan, Shen, Yikang, Cox, David, Puri, Ruchir, Agrawal, Dakshi, Thorstensen, Drew, Belog, Joel, Tang, Brent, Gupta, Saurabh Kumar, Biswas, Amitabha, Maheshwari, Anup, Gampel, Eran, Van Patten, Jason, Runion, Matthew, Kaki, Sai, Bogin, Yigal, Reitz, Brian, Pritko, Steve, Najam, Shahan, Nambala, Surya, Chirra, Radhika, Welp, Rick, DiMitri, Frank, Telles, Felipe, Arvelo, Amilcar, Chu, King, Seminaro, Ed, Schram, Andrew, Eickhoff, Felix, Hanson, William, Mckeever, Eric, Joseph, Dinakaran, Chaudhary, Piyush, Shivam, Piyush, Chaudhary, Puneet, Jones, Wesley, Guthrie, Robert, Bostic, Chris, Islam, Rezaul, Duersch, Steve, Sawdon, Wayne, Lewars, John, Klos, Matthew, Spriggs, Michael, McMillan, Bill, Gao, George, Kamra, Ashish, Singh, Gaurav, Curry, Marc, Katarki, Tushar, Talerico, Joe, Shi, Zenghui, Malleni, Sai Sindhur, Gallen, Erwan

AI Infrastructure plays a key role in the speed and cost-competitiveness of developing and deploying advanced AI models. The current demand for powerful AI infrastructure for model training is driven by the emergence of generative AI and foundational

Externí odkaz: http://arxiv.org/abs/2407.05467

Domain-Independent Automated Processing of Free-Form Text Data in Telecom

Autor: Ahmet A. Akyamac, Rajarshi Bhowmik

Publikováno v: ICDE

Free-form, unstructured and semi-structured textual data has become increasingly more prevalent in the telecommunications industry, with service and equipment providers alike. Some typical examples include textual data from customer care tickets, mac

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::703b631f0f04e1f65f1184ab707e0789
https://doi.org/10.1109/icde.2019.00200

Efficient simulation of QoS in ATM switches using connection traffic descriptors

Autor: A. Akyamaç, Ahmet ^*, Freebersyser, James A., Keith Townsend, J.

Publikováno v: In Performance Evaluation 1999 38(2):105-132

Predicting home network problems using diverse data

Autor: Dan Kushnir, Huseyin Uzunalioglu, Ahmet A. Akyamac, Chitra Phadke

Publikováno v: Sarnoff Symposium

Providing uninterrupted high quality service is very important for service providers to avoid customer churn and to minimize the cost of customer care. Predicting service disruption and degradation, followed by proactive corrective action, helps serv

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::92493bc7a29430a5e0600fc771b5fa56
https://doi.org/10.1109/sarnof.2015.7324633

Non-overlapping rings: A new architecture for designing switch clusters in data centers

Autor: Ahmet A. Akyamac, Thomas P. Chu

Publikováno v: GLOBECOM Workshops

The data center network is an important component of the modular cloud data center. Currently, a common architecture involves connecting servers in the data center by switches arranged in a generalized tree topology. However, cloud computing service

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::624ad60577999258ea3c0a1807f659d8
https://doi.org/10.1109/glocomw.2013.6825023