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" ... Computational storage was originally developed to off-load storage-centric functions from a computer system CPU. These initial uses include data compression, data encryption and RAID control. However computational storage with more sophisticated processors can perform more advanced data analysis functions closer to the data and thus faster than if a CPU was used for this data analysis. ... "
" ... IBM gave a keynote talk advocating the Use of QLC NAND flash, even in primary storage. The company said that they have enabled QLC with TLC like endurance and good performance. A key element in accomplishing the use of QLC flash is their FlashCore Modules (FCMs) with dual port NVMe U.2 SSDs. QLC endurance is accomplished with data compression, enhanced garbage collection with low write amplification, dynamic SLC allocation smart data placement and other IBM IP. ... "
" ... Marvell has also had its own Data Processing Unit (DPU), an accelerator technology for data center workloads called OCTEON, which has evolved since its introduction in 2005. Marvell said that modern data centers will use CPUs, GPUs and DPUs, with DPUs handling traffic management, virtual switching, security processing, be a root of trust as well as provide storage virtualization and data compression. Data center workloads are moving from application centric to data centric, favoring DPU processing. ... "
" ... My company has maintained collections close to 98% across our multifamily portfolio, which aligns with the national numbers noted above. New development lease-up activity remains strong with levels unchanged from before the pandemic while many applications come from residents moving into our market from other states. My company — and others — offer concessions similar to those offered in other markets to encourage leasing, but they are coupled with steady rent growth. Buyer activity continues as does cap rate compression in our space — all while the region experienced supply constraints as a result of pandemic-induced cost increases in new development. ... "
" ... The firm concludes that the oil, gas, and chemicals sector is currently in the middle of what it calls a “great compression” in which “multidecade-long low prices, unforeseen demand destruction, and changes in end-use consumption due to mass telecommuting, mounting debt loads, and a renewed focus on health from COVID-19” will heavily restrict the ability of companies to not only attract new talent, but also to retain the talent they currently have on staff. ... "