Proceedings of the FAST '02 Conference on File and Storage Technologies
Title | Proceedings of the FAST '02 Conference on File and Storage Technologies PDF eBook |
Author | |
Publisher | |
Pages | 322 |
Release | 2002 |
Genre | Computer storage devices |
ISBN |
Proceedings of the 2nd USENIX Conference on File and Storage Technologies (FAST '03)
Title | Proceedings of the 2nd USENIX Conference on File and Storage Technologies (FAST '03) PDF eBook |
Author | |
Publisher | |
Pages | 278 |
Release | 2003 |
Genre | Computers |
ISBN |
Storage Systems
Title | Storage Systems PDF eBook |
Author | Alexander Thomasian |
Publisher | Academic Press |
Pages | 748 |
Release | 2021-10-13 |
Genre | Science |
ISBN | 0323908098 |
Storage Systems: Organization, Performance, Coding, Reliability and Their Data Processing was motivated by the 1988 Redundant Array of Inexpensive/Independent Disks proposal to replace large form factor mainframe disks with an array of commodity disks. Disk loads are balanced by striping data into strips—with one strip per disk— and storage reliability is enhanced via replication or erasure coding, which at best dedicates k strips per stripe to tolerate k disk failures. Flash memories have resulted in a paradigm shift with Solid State Drives (SSDs) replacing Hard Disk Drives (HDDs) for high performance applications. RAID and Flash have resulted in the emergence of new storage companies, namely EMC, NetApp, SanDisk, and Purestorage, and a multibillion-dollar storage market. Key new conferences and publications are reviewed in this book.The goal of the book is to expose students, researchers, and IT professionals to the more important developments in storage systems, while covering the evolution of storage technologies, traditional and novel databases, and novel sources of data. We describe several prototypes: FAWN at CMU, RAMCloud at Stanford, and Lightstore at MIT; Oracle's Exadata, AWS' Aurora, Alibaba's PolarDB, Fungible Data Center; and author's paper designs for cloud storage, namely heterogeneous disk arrays and hierarchical RAID. - Surveys storage technologies and lists sources of data: measurements, text, audio, images, and video - Familiarizes with paradigms to improve performance: caching, prefetching, log-structured file systems, and merge-trees (LSMs) - Describes RAID organizations and analyzes their performance and reliability - Conserves storage via data compression, deduplication, compaction, and secures data via encryption - Specifies implications of storage technologies on performance and power consumption - Exemplifies database parallelism for big data, analytics, deep learning via multicore CPUs, GPUs, FPGAs, and ASICs, e.g., Google's Tensor Processing Units
Proceedings of FAST '13: 11th USENIX Conference on File and Storage Technologies
Title | Proceedings of FAST '13: 11th USENIX Conference on File and Storage Technologies PDF eBook |
Author | |
Publisher | |
Pages | 320 |
Release | 2013 |
Genre | |
ISBN |
HPC, Big Data, and AI Convergence Towards Exascale
Title | HPC, Big Data, and AI Convergence Towards Exascale PDF eBook |
Author | Olivier Terzo |
Publisher | CRC Press |
Pages | 276 |
Release | 2022-01-14 |
Genre | Computers |
ISBN | 100048517X |
HPC, Big Data, AI Convergence Towards Exascale provides an updated vision on the most advanced computing, storage, and interconnection technologies, that are at basis of convergence among the HPC, Cloud, Big Data, and artificial intelligence (AI) domains. Through the presentation of the solutions devised within recently founded H2020 European projects, this book provides an insight on challenges faced by integrating such technologies and in achieving performance and energy efficiency targets towards the exascale level. Emphasis is given to innovative ways of provisioning and managing resources, as well as monitoring their usage. Industrial and scientific use cases give to the reader practical examples of the needs for a cross-domain convergence. All the chapters in this book pave the road to new generation of technologies, support their development and, in addition, verify them on real-world problems. The readers will find this book useful because it provides an overview of currently available technologies that fit with the concept of unified Cloud-HPC-Big Data-AI applications and presents examples of their actual use in scientific and industrial applications.
Proceedings of the 5th USENIX Conference on File and Storage Technologies (FAST '07)
Title | Proceedings of the 5th USENIX Conference on File and Storage Technologies (FAST '07) PDF eBook |
Author | |
Publisher | |
Pages | 290 |
Release | 2007 |
Genre | Computer storage devices |
ISBN | 9781931971508 |
Proceedings of International Symposium on Sensor Networks, Systems and Security
Title | Proceedings of International Symposium on Sensor Networks, Systems and Security PDF eBook |
Author | Nageswara S.V. Rao |
Publisher | Springer |
Pages | 311 |
Release | 2018-05-23 |
Genre | Technology & Engineering |
ISBN | 3319756834 |
This book presents current trends that are dominating technology and society, including privacy, high performance computing in the cloud, networking and IoT, and bioinformatics. By providing chapters detailing accessible descriptions of the research frontiers in each of these domains, the reader is provided with a unique understanding of what is currently feasible. Readers are also given a vision of what these technologies can be expected to produce in the near future. The topics are covered comprehensively by experts in respective areas. Each section includes an overview that puts the research topics in perspective and integrates the sections into an overview of how technology is evolving. The book represents the proceedings of the International Symposium on Sensor Networks, Systems and Security, August 31 – September 2, 2017, Lakeland Florida.