FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3089463553> ?p ?o ?g. }

• W3089463553 abstract "Computing is bottlenecked by data. Large amounts of application data overwhelm storage capability, communication capability, and computation capability of the modern machines we design today. As a result, many key applications’ performance, efficiency and scalability are bottlenecked by data movement. In this keynote talk, we describe three major shortcomings of modern architectures in terms of 1) dealing with data, 2) taking advantage of the vast amounts of data, and 3) exploiting different semantic properties of application data. We argue that an intelligent architecture should be designed to handle data well. We show that handling data well requires designing architectures based on three key principles: 1) data-centric, 2) data-driven, 3) data-aware. We give several examples for how to exploit each of these principles to design a much more efficient and high performance computing system. We especially discuss recent research that aims to fundamentally reduce memory latency and energy, and practically enable computation close to data, with at least two promising novel directions: 1) performing massively-parallel bulk operations in memory by exploiting the analog operational properties of memory, with low-cost changes, 2) exploiting the logic layer in 3D-stacked memory technology in various ways to accelerate important data-intensive applications. We discuss how to enable adoption of such fundamentally more intelligent architectures, which we believe are key to efficiency, performance, and sustainability. We conclude with some guiding principles for future computing architecture and system designs." @default.
• W3089463553 created "2020-10-08" @default.
• W3089463553 creator A5050695684 @default.
• W3089463553 date "2020-08-01" @default.
• W3089463553 modified "2023-09-23" @default.
• W3089463553 title "Intelligent Architectures for Intelligent Machines" @default.
• W3089463553 cites W1981943579 @default.
• W3089463553 cites W1983305800 @default.
• W3089463553 cites W1992487929 @default.
• W3089463553 cites W1993488239 @default.
• W3089463553 cites W1994004081 @default.
• W3089463553 cites W1994717635 @default.
• W3089463553 cites W1999136361 @default.
• W3089463553 cites W2001420671 @default.
• W3089463553 cites W2013626513 @default.
• W3089463553 cites W2025304002 @default.
• W3089463553 cites W2028802049 @default.
• W3089463553 cites W2048588974 @default.
• W3089463553 cites W2052201685 @default.
• W3089463553 cites W2066983200 @default.
• W3089463553 cites W2080360626 @default.
• W3089463553 cites W2086112773 @default.
• W3089463553 cites W2102449048 @default.
• W3089463553 cites W2102871765 @default.
• W3089463553 cites W2104846587 @default.
• W3089463553 cites W2115172404 @default.
• W3089463553 cites W2119092821 @default.
• W3089463553 cites W2123728009 @default.
• W3089463553 cites W2128315927 @default.
• W3089463553 cites W2132269953 @default.
• W3089463553 cites W2135965542 @default.
• W3089463553 cites W2142119745 @default.
• W3089463553 cites W2147657598 @default.
• W3089463553 cites W2156484396 @default.
• W3089463553 cites W2157116240 @default.
• W3089463553 cites W2157189715 @default.
• W3089463553 cites W2159908132 @default.
• W3089463553 cites W2162752393 @default.
• W3089463553 cites W2162838417 @default.
• W3089463553 cites W2165284728 @default.
• W3089463553 cites W2166263440 @default.
• W3089463553 cites W2233523872 @default.
• W3089463553 cites W2236479978 @default.
• W3089463553 cites W2238307037 @default.
• W3089463553 cites W2250217037 @default.
• W3089463553 cites W2293640271 @default.
• W3089463553 cites W2325538041 @default.
• W3089463553 cites W2331766458 @default.
• W3089463553 cites W2332254524 @default.
• W3089463553 cites W2418958843 @default.
• W3089463553 cites W2513721464 @default.
• W3089463553 cites W2517869808 @default.
• W3089463553 cites W2518205541 @default.
• W3089463553 cites W2593313312 @default.
• W3089463553 cites W2606571143 @default.
• W3089463553 cites W2612835180 @default.
• W3089463553 cites W2626519144 @default.
• W3089463553 cites W2748573297 @default.
• W3089463553 cites W2757580917 @default.
• W3089463553 cites W2762750764 @default.
• W3089463553 cites W2766489088 @default.
• W3089463553 cites W2789554134 @default.
• W3089463553 cites W2792035812 @default.
• W3089463553 cites W2808118451 @default.
• W3089463553 cites W2809491099 @default.
• W3089463553 cites W2849871910 @default.
• W3089463553 cites W2883882491 @default.
• W3089463553 cites W2884343737 @default.
• W3089463553 cites W2904440456 @default.
• W3089463553 cites W2905808651 @default.
• W3089463553 cites W2921796727 @default.
• W3089463553 cites W2923143097 @default.
• W3089463553 cites W2939057911 @default.
• W3089463553 cites W2944576035 @default.
• W3089463553 cites W2946037574 @default.
• W3089463553 cites W2950959891 @default.
• W3089463553 cites W2951696746 @default.
• W3089463553 cites W2952438573 @default.
• W3089463553 cites W2953044030 @default.
• W3089463553 cites W2953358830 @default.
• W3089463553 cites W2962844766 @default.
• W3089463553 cites W2967324946 @default.
• W3089463553 cites W2979754840 @default.
• W3089463553 cites W2980113464 @default.
• W3089463553 cites W2996972313 @default.
• W3089463553 cites W3042624570 @default.
• W3089463553 cites W3042829099 @default.
• W3089463553 cites W3042988894 @default.
• W3089463553 cites W3099423149 @default.
• W3089463553 cites W3103269557 @default.
• W3089463553 cites W3124943311 @default.
• W3089463553 cites W3147501999 @default.
• W3089463553 cites W3147974890 @default.
• W3089463553 cites W4232980069 @default.
• W3089463553 cites W4233287939 @default.
• W3089463553 cites W4234107648 @default.
• W3089463553 cites W4241648310 @default.
• W3089463553 cites W4246842159 @default.
• W3089463553 cites W4249176607 @default.
• W3089463553 cites W755906292 @default.

• next