Links
The following resources are in the fields of parallel, distributed computing, artificial intelligence, machine learning, data mining. Many of the journals were picked out from the top ranking of Journal Citation Reports from Web of Science.
Competitions
People, Lab, Organization
- Avrim Blum
- Clifford Stein
- Rob Tibshirani
- Alexander Schrijver
- Shai Shalev-Shwartz
- Anupam Gupta
- Ben Recht
- Jorge Nocedal
- Ran El-Yaniv
- ampLab, UC Berkeley
- Parallel Computing Lab, UC Berkeley
- Algorithms and Complexity, CMU
- PROBE on Parallel Thinking, CMU
- Parallel Computing group, MIT, Multicore Algorithmics group
- Maurice Herlihy
- Hagit Attiya, Technion
- Nir Shavit, MIT
- Sergio Rajsbaum
- Resources for Multicore Programming Education
- Guy E. Blelloch, CMU
- Assaf Schuster, Technion
- Jure Leskovec, Stanford
- David A. Patterson
- Parallel and Distributed Systems TU Delft
- Computing research association
- Society for Industrial and Applied Mathematics
ACM SIG
- SIGACT, Algorithms and Computation Theory
- SIGAI, Artificial Intelligence
- SIGEVO, Genetic and Evolutionary Computation
- SIGKDD, Data mining, data science and analytics community
- SIGMOD, Management of Data
- SIGHPC, High performance computing
- SIGPLAN, Programming Languages
- SIGARCH, Computer Architecture
- SIGMETRICS, performance evaluation
ACM Transactions/Journals
ACM magazines
ACM Conferences
- Proceedings of the ACM International Conference on Computing Frontiers
- ACM/IEEE International Symposium on Code Generation and Optimization, in ACM-DL
IEEE’s computer society
- Computer society digital library
- magazines
- Transactions
Other IEEE transactions
- Computers
- Software Engineering
- Industrial Informatics, IEEE Transactions on
- Mobile computing
- Information Theory
- Networking
IEEE Conferences
USENIX(The Advanced Computing Systems Association)
Conferences
- Euro-Par
- SC conference series(International Conference for High Performance Computing, Networking, Storage, and Analysis)
- Multicore venues
- International conference on parallel architectures and compilation
- ACM SIGPLAN Symposium on principles and practice of parallel programming
- Annual symposium on cloud computing
- ACM SIGPLAN-SIGACT Symposium on principles of programming languages
Digital libraries, Search platforms
- ACM Digital Library
- Web of Science, Thomson Reuters (可搜索中外期刊文献)
- dblp: computer science bibliography
- Scopus, Elsevier
- Engineering Village(EI), Elsevier
- ScienceDirect, Elsevier (within Elsevier’s publication) (校园订阅)
- Springer Link (within Springer’s publication)
Chinese Science Citation Database
- 中国科学院文献情报中心（国家科学图书馆) (校园订阅)
- 中国科学引文数据库
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Web of Science searching database includes CSCD.
- 维普期刊资源整合服务平台 (校园订阅)
- 中国知网 (校园订阅)
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万方数据知识服务平台 (校园订阅)
- 中国版权保护中心
- 中国知识产权局专利检索
Chinese Journals
- 计算机学报 (Chinese Journal of Computers)
- 计算机研究与发展 (Journal of Computer Research and Development)
- 软件学报 (Journal of Software)
- 计算机应用 (Journal of Computer Applications)
- 计算机科学
- 计算机科学与探索 (Journal of Frontiers of Computer Science and Technology)
- Journal of Computer Science and Technology
- 工程研究–跨学科视野中的工程
- 科学通报 (Chinese Science Bulletin)
- 中国科学院院刊 (Bulletin of Chinese Academy of Sciences)
- 计算机应用研究
- 计算机工程 (Computer Engineering)
- 计算机工程与科学 (Computer Engineering & Science)
- 计算机工程与应用 (Computer Engineering and Applications)
- 控制与决策
- 信息与控制
- 模式识别与人工智能
- 数值计算与计算机应用
- 电子学报
- 智能系统学报
Chinese science organization
- 国家自然科学基金委员会
- 中国科学院计算技术研究所 (Institute of Computing Technology Chinese Academy of Sciences)
- 中国科学技术协会 (China Association for Science and Technology)
- 中国计算机学会
- 中国人工智能学会
Elsevier
- Journal of Parallel and Distributed Computing, in ACM-DL
- Parallel Computing – systems & applications, in ACM-DL
- Artificial Intelligence
- Information Sciences
- Applied Soft Computing
- Pattern Recognition
- Neural Networks
- Mathematical and Computer Modelling
- International Journal of Approximate Reasoning
Springer
- Journal of Supercomputing
- Jounral of Cloud Computing
- Knowledge and Information Systems
- Machine Learning
- Algorithmica
- Data Mining & Knowledge Discovery
Journals of other publishers
- Journal of Machine Learning Research
- European Journal of Information Systems
- SIAM Journal on Computing
- International Journal of Parallel, Emergent and Distributed Systems
Books
- The Art of Multiprocessor Programming, Revised Peprint
- Distributed Computing Through Combinatorial Topology
- Introduction to Parallel Computing
- Principles of Parallel Algorithms and Programming, draft, cmu
- Computer Architecture: A Quantitative Approach
Quora topics
Courses, Workshops
- Coursera
- Theoretical Foundations of Big Data Analysis
- Parallel and Sequential Data Structures and Algorithms, CMU
- Parallel and Distributed Computing, USF
- Introduction to Parallel Computing, USF
- Parallel Algorithm Design and Analysis, TAMU
- Parallel Algorithms, Utrecht Univ.
- Parallel And Distributed Programming, Technion
- Foundations of Parallel and Distributed Systems, UC Berkeley
- ASPIRE Short Course on Parallel Programming
- Concepts of Operating Systems
- Concurrent Systems
- Multicore Programming
Resource pages
Software, Industry
Research online tools
- dblp: computer science bibliography
- The collection of computer science bibliography
- Google Scholar
- Microsoft Academic Search
- arXiv.org
- Worldcat
Research software
Writing tool
Markdown texts can be converted to PDF, Word, Latex documents.
- MS’s Visual Studio Code editor
- markdown preview enhanced extension
- latex extension
- Texlive
- Pandoc, a universal text file transformation tool
- Rstudio, rmarkdown
- Oxford’s Learner’s Dictionaries online account