印第安纳大学伯明顿分校-博士后/博士/实习生-高性能计算/并行分布系统/大规模机器学习

诚邀对高性能计算、分布式机器学习、数据压缩等方向感兴趣的，有良好的编程/数学基础、沟通力、团队协作能力、写作能力的同学，申请作为博士后/博士生/实习生，加入印第安纳大学伯明顿分校信息计算与工程学院，有问题欢迎随时和陶老师联系，该贴长期有效！

About Advisor:
Prof. Dingwen Tao invites applications for the PhD, postdoc, and internship positions in his group in the Luddy School of Informatics, Computing, and Engineering at Indiana University Bloomington (IUB), focusing on the areas of high-performance computing (HPC), parallel and distributed systems, and large-scale machine learning systems.

Prof. Tao is joining the Department of Intelligent System Engineering at IUB as associate professor (being promoted to associate professor just 4 years after finishing his PhD). Before joining IUB, he’s worked at Washington State University and the University of Alabama as assistant professor. Prof. Tao is the winner of the 2021 R&D100 Awards, 2020 IEEE CS TCHPC Early Career Researchers Award for Excellence in High Performance Computing, and 2019 NSF CRII Award. His group has published many papers in top-tier system and data conferences and journals, including SC, HPDC, ICS, PPoPP, VLDB, DAC, IPDPS, ICDE, PACT, ICPP, CLUSTER, TPDS, TC, etc. He has been awarded more than $2M research grants to support his research by the National Science Foundation, Department of Energy, National Oceanic and Atmospheric Administration, AMD, and Xilinx. Most of Prof. Tao’s PhD students have interned at U.S. national labs (e.g., Argonne National Lab, Los Alamos National Lab) and industry research labs (e.g., Microsoft research, Meta Reality Labs). More details of Prof. Tao's research group and projects can be found at: https://www.dingwentao.com/hipdac and https://www.dingwentao.com/project

• 陶老师近五年来HPC 顶会论文（SC、HPDC、ICS）数量，在全美排第4、世界排第7。http://csrankings.org/#/fromyear/2016/toyear/2021/index?hpc&us
• 陶老师获2020年IEEE-CS 高性能计算杰出新人奖。该奖用于表彰在HPC领域做出杰出贡献、具有极大发展潜力的青年学者，每年全球范围内表彰不超过3人。自奖项设立以来，陶老师为唯一一位30 岁以下的获奖者，得到了海内外的广泛关注：https://www.ustcif.org.cn/default.php/content/4505/， https://www.163.com/dy/article/FPKMQSV5055079YE.html
• 陶老师师从2021年图灵奖得主Jack Dongarra（https://awards.acm.org/about/2021-turing）的得意门生Zizhong Chen老师，陈老师的学生80%以上都在美国研究型大学担任教授职位，有着良好的学术传承。
• 陶老师2018年博士毕业，仅用4年时间便破格晋升为副教授，其间带领学生发表顶级论文（学生为一作）20余篇，获得经费资助200余万美金，组里从1年级到5年级的博士生目前共9名，氛围非常好，其乐融融，互帮互助。
• 陶老师从2019年起开始带暑期实习生，在组里实习过的本科同学表现优秀者都能获得老师的PhD offer，或者得到老师的极力推荐进入CS名校，如石溪大学、普渡大学等。
  

About recruitment:
Qualified PhD and intern (can be remote) candidates are expected to have (1) strong programming experiences in C/C++ and Python under Linux platform, (2) good English writing skills, and (3) students with prior research experience in parallel computing (MPI, OpenMP), acceleration technologies (GPGPU, FPGA), and distributed deep learning frameworks (PyTorch DDP, Horovod) are preferred. Students with strong CS, Math, EE, or Physics backgrounds are especially encouraged to apply. PhD students will be fully funded by research/teaching assistantships.

Qualified postdoc candidates are expected to have (1) passion for innovation and excellence, (2) ability to collaborate and work in a team (e.g., mentoring PhD students), (3) excellent doctoral training in any following fields: HPC, Cloud computing, systems for machine learning, big data management, etc. Commensurate with qualifications and experience plus generous benefits will be provided. For detailed benefit options please visit: https://hr.iu.edu/benefits/neweeo/prof-index.html

The PhD and postdoc positions are available from Fall 2022 and the internship positions are available from Summer 2022. Please send your detailed CV, undergraduate/graduate transcripts, G/T scores (for PhD applicants), and other supporting documents in one pdf file directly to Prof. Tao at dingwen.tao@wsu.edu with the email title “PhD/Postdoc/Intern Application – [Name]”.

About IUB:
IUB is one of only 30 U.S. public research universities in the prestigious Association of American Universities (AAU). It’s also one of the public ivy universities（公立常春藤）and one of the “Big10” universities. Forty graduate programs and four schools at IU are ranked among the top 25 in the country in the U.S. News & World Report's 2016 rankings. ARWU ranks IUB 46~58 nationally in 2020. U.S. News ranks IUB #76 in the Best Global Universities in 2021. IUB is ranked #55 in CSRankings (#48 in Systems, #10 in Security) in 2022. More details about IUB can be found at https://baike.baidu.com/item/%E5 ... A7%E5%AD%A6/2976929




IU has a very long tradition in HPC research and infrastructure. IUB is one of the few universities that have supercomputers in campus. For example, NSF awarded IUB $10 million to build the Jetstream2 supercomputer (https://jetstream-cloud.org/), and IUB has built the Big Red 200 AI supercomputer for its 200th anniversary. IU has a booth every year at ACM/IEEE Supercomputing (SC) Conference. Many big names in HPC field have worked at or graduate from IUB like Geoffrey Fox, Andrew Lumsdaine, Torsten Hoefler, Thomas Sterling, etc.




The Luddy School of Informatics, Computing, and Engineering has built a new 125,000-square foot building, including an innovation center, a series of teamwork rooms, meeting spaces, classrooms, faculty offices, and a large lecture hall. Moreover, the Luddy School just completed the construction of the $35M Luddy Center for Artificial Intelligence, a 58,000-square-foot facility, which will serve as the hub for multidisciplinary research in advanced AI and machine-learning applications.




About Bloomington City:
Bloomington is known as the “Gateway to Scenic Southern Indiana” for its scenic trails and outdoor recreation. Indiana University, Big 10 sports, cultural attractions and affordable neighborhoods earned Bloomington a spot on the Best Cities for Entrepreneurs in 2017, and on our Top 100 Best Places to Live list. The city's growing food scene has also received national accolades for local wines and eclectic dining options. Bloomington has been designated a Tree City USA for the past 30 years and is often recognized among America’s best cities for doing business. The local economy is strong in areas like advanced manufacturing, education and technology, and the popular downtown district has many venues for shopping, dining, and nighttime entertainment.






补充内容 (2022-05-03 08:16 +8:00):
陶老师带领团队参与研发的数据压缩框架SZ，获得了2021年的美国R&D100创新奖。团队已将SZ高效地实现至CPU、GPU、FPGA 等硬件上，并被集成至诸多广泛使用的I/O 库（如HDF5、NetCDF 等）中。SZ已被部署于马里兰大学的旗舰集群上，并将作为系统软件用于美国下一代超级计算机 (Frontier, Aurora) 上。SZ的早期核心算法发表于并行处理领域顶尖会议IEEE IPDPS’17，从2017年6月发表至今，Google Scholar引用量已突破180 次。

Google Scholar: https://scholar.google.com/citations?user=Ppjzn_EAAAAJ&hl=en
2021 R&D 100 Award: https://www.rdworldonline.com/rd ... or-scientific-data/
2018 IEEE Cluster Best Paper Awards: https://news.eng.ua.edu/2018/10/ ... erence-paper-award/

补充内容 (2022-05-07 11:03 +8:00):
印第安纳大学，简称“IU”，旗舰级校区布鲁明顿校区“IUB”成立于1820年，是印第安纳大学最早成立的校区，也是“公立常春藤”大学之一 。IUB早在1909年便加入了美国大学协会（AAU），该协会由62所美国和加拿大的顶尖公立及私立大学组成。IUB与芝加哥大学、西北大学、威斯康星大学、密歇根大学等知名大学一同入选美国中西部“十大联盟（Big 10）”高校。IUB在《华盛顿月刊》发布的2021年美国最佳大学排名中位列第48位，2022年CWUR美国大学排名第52位，2022年U.S. News美国最佳公立大学排名26位，2022年U.S. News美国最佳大学排名第68位，2021年U.S. News世界最佳大学76位。IUB CS方向根据CSRankings和U.S. News均排名全美前50，安全研究方向位列全美第10，编程语言位列全美第22。IU作为少数几个拥有超级计算机的美国大学之一，2020年获得美国NSF的1000万美元投资用于建造“Jetstream2”超级计算机。此外，学校为庆祝200年校庆，特意建造了配备256块英伟达A100 GPU的“Big Red 200”人工智能超级计算机。

补充内容 (2022-09-09 21:43 +8:00):
组里的学生暑期均去国家实验室（阿贡国家试验、洛斯阿拉莫斯国家实验室、西北国家太平洋国家实验室等）及工业界实验室（微软研究院、脸书人工智能研究院等）实习，长期和学界、业界顶尖科学家合作科研，进组一年学生均有学术论文发表，具体信息可以参考：https://www.dingwentao.com/hipdac。

之前有幸在Prof.Tao 组里做过Intern，有好的成果产出，有Strong的推荐，总而言之，收获满满！在陶老师的推荐和在陶老师组里工作的成果加持下，拿到了UCF WSU HKUST UCR Stony Brook等校的PhD offer，因为家庭的原因，最终选择去往石溪 Dr.Chapman组读博。陶老师有极强的学术能力、学术指导能力，也有广泛的Connection，给我的申请和科研都提供了莫大的帮助。我相信，无论是做Intern还是PhD，Prof.Tao Lab都是非常棒的选择！
当然，也希望未来有机会能跟陶老师进行学术上的合作😊

导师中文简介：
陶鼎文，男，汉族，1990 年生，博士，副教授，博士生导师。2013 年获中国科学技术大学学士学位，2018 年获美国加州大学河滨分校博士学位。现执教于美国著名“公立常春藤”大学印第安纳大学伯明顿分校（IUB）信息计算与工程学院，并担任该校高性能计算和大数据分析实验室主任，目前独立指导 9 名博士生。印第安纳大学伯明顿分校早在1909年便加入了美国大学协会（AAU），该协会成立于1900年，由62所美国和加拿大的顶级公立及私立大学组成。印第安纳大学与芝加哥大学、西北大学、威斯康星大学、密歇根大学等知名大学一同入选美国中西部“十大联盟（Big 10）”高校。曾于任职于美国华盛顿州立大学计算机系及阿拉巴马大学计算机系助理教授（2018～2022年）。主要研究方向为高性能计算和并行计算，同时涉及大数据分析、机器学习等热点领域，特别是高性能计算与分布式深度学习的交叉。曾主持或共同主持美国国家科学基金(NSF)、美国能源部 (DOE)、美国海洋和大气管理局 (NOAA) 等资助的 11 项研究项目，经费总额超过 1200 万美元。曾多次担任国际学术会议和研讨会的重要职务，其中包括 IEEE ScalCom’21 程序委员会共同主席，SC’22、HPDC’22, CCGrid’22、IPDPS’21、Cluster’21、ICPP’20、Cluster’20、SC’20 程序委员会委员。主持或参与研发的多款高性能计算系统级软件被世界一流科研单位和超级计算中心广泛应用。带领团队参与研发的数据压缩框架SZ，获得了2021年的美国RD100创新奖。SZ已被集成至诸多广泛使用的I/O 库中，并将作为系统软件用于美国下一代超级计算机上。截至 2021 年 3 月，共发表各类国际顶尖会议和期刊论文超过 50 篇，其中包括 CCF A 类论文 12 篇、B 类论文 26篇 (含 2 篇大会最佳论文)。获2021年RD100 研发奖 (RD 100 Award)、2020 年 IEEE 计算机学会高性能计算杰出新人奖 (IEEE-CS TCHPC Early Career Researchers Award for Excellence in High Performance Computing)、2020 年美国国家科学基金计算机与信息科学工程研究启动计划 (CRII) 奖。根据 Google Scholar 统计，近四年论文总引用数 1200 余次，单篇最高引用 180 余次，h-index 19；根据 CSRankings 统计，近五年在高性能计算 (HPC) 方向上的顶级论文总数全美第 4，世界第7。

顶一个，HPC最强团队之一，走过路过不要错过！

ayzk123 发表于 2022-5-2 19:53
顶一个，HPC最强团队之一，走过路过不要错过！

谢谢赵老师的支持！

顶一下认真负责的陶老师，绝对靠谱！走过路过不要错过！

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老师i，请问还在招生吗？

同问老师现在还招生吗

花海 发表于 2022-05-05 00:32:07
老师i，请问还在招生吗？

招，持续招生，欢迎联系！

lingering 发表于 2022-5-5 02:38
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感谢校友支持！也欢迎USTCer来组里做暑研。