Transaction Processing on Modern Hardware by Mohammad Sadoghi

Transaction Processing on Modern Hardware by Mohammad Sadoghi

The last decade has brought groundbreaking developments in transaction processing. This resurgence of an otherwise mature research area has spurred from the diminishing cost per GB of DRAM that allows many transaction processing workloads to be entirely memory-resident. This shift demanded a pause to fundamentally rethink the architecture of database systems. The data storage lexicon has now expanded beyond spinning disks and RAID levels to include the cache hierarchy, memory consistency models, cache coherence and write invalidation costs, NUMA regions, and coherence domains. New memory technologies promise fast non-volatile storage and expose unchartered trade-offs for transactional durability, such as exploiting byte-addressable hot and cold storage through persistent programming that promotes simpler recovery protocols. In the meantime, the plateauing single-threaded processor performance has brought massive concurrency within a single node, first in the form of multi-core, andnow with many-core and heterogeneous processors.

The exciting possibility to reshape the storage, transaction, logging, and recovery layers of next-generation systems on emerging hardware have prompted the database research community to vigorously debate the trade-offs between specialized kernels that narrowly focus on transaction processing performance vs. designs that permit transactionally consistent data accesses from decision support and analytical workloads. In this book, we aim to classify and distill the new body of work on transaction processing that has surfaced in the last decade to navigate researchers and practitioners through this intricate research subject.

Sadoghi, Mohammad: - Mohammad Sadoghi is an Assistant Professor in the Computer Science Department at the University of California, Davis. Formerly, he was an Assistant Professor at Purdue University. Prior to joining academia, he was a Research Staff Member at IBM T.J. Watson Research Center for nearly four years. He received his Ph.D. from the Computer Science Department at the University of Toronto in 2013. At UC Davis, Prof. Sadoghi leads the ExpoLab research group with the aim to pioneer a new exploratory data platform--referred to as ExpoDB--a distributed ledger that unifies secure transactional and real-time analytical processing, all centered around a democratic and decentralized computational model.

SKU	Unavailable
ISBN 13	9783031007422
ISBN 10	3031007425
Title	Transaction Processing on Modern Hardware
Author	Mohammad Sadoghi
Series	Synthesis Lectures On Data Management
Condition	Unavailable
Binding Type	Paperback
Publisher	Springer International Publishing AG
Year published	2019-03-08
Number of pages	122
Cover note	Book picture is for illustrative purposes only, actual binding, cover or edition may vary.