This is the design of a medical tourism tower located in Seoul, Korea. It is a mixed-use high rise which includes three plastic surgery... Show moreThis is the design of a medical tourism tower located in Seoul, Korea. It is a mixed-use high rise which includes three plastic surgery hospitals along with a luxury hotel. Show less
This is the design of a medical tourism tower located in Seoul, Korea. It is a mixed-use high rise which includes three plastic surgery... Show moreThis is the design of a medical tourism tower located in Seoul, Korea. It is a mixed-use high rise which includes three plastic surgery hospitals along with a luxury hotel. Show less
This is the design of a medical tourism tower located in Seoul, Korea. It is a mixed-use high rise which includes three plastic surgery... Show moreThis is the design of a medical tourism tower located in Seoul, Korea. It is a mixed-use high rise which includes three plastic surgery hospitals along with a luxury hotel. Show less
This is the design of a medical tourism tower located in Seoul, Korea. It is a mixed-use high rise which includes three plastic surgery... Show moreThis is the design of a medical tourism tower located in Seoul, Korea. It is a mixed-use high rise which includes three plastic surgery hospitals along with a luxury hotel. Show less
The school is a proposal for high-level academic performance in the form of an art condenser that will also be used after hours to house... Show moreThe school is a proposal for high-level academic performance in the form of an art condenser that will also be used after hours to house community art events. Thus, it will act as a catalyst for future college students and serve as a magnet for neighborhood residents. As the art disciplines require, the classroom and their respective studio are integrated and considered as the basic unit that define different volumes for each art form. The massing, orientation, and materiality bring a unique quality of light to those “volumes of light”. Show less
Recent litigation related to offshore oil drilling has threatened North Carolina’s beautiful shoreline and biodiversity. Furthermore, the... Show moreRecent litigation related to offshore oil drilling has threatened North Carolina’s beautiful shoreline and biodiversity. Furthermore, the Outer Banks have seen a drop in tourism over the past few seasons. With a research and education center, regional alternatives to environmentally costly drilling can be developed, while culturally providing a destination that celebrates and elucidates the fragility and splendor of the OBX. Show less
Recent litigation related to offshore oil drilling has threatened North Carolina’s beautiful shoreline and biodiversity. Furthermore, the... Show moreRecent litigation related to offshore oil drilling has threatened North Carolina’s beautiful shoreline and biodiversity. Furthermore, the Outer Banks have seen a drop in tourism over the past few seasons. With a research and education center, regional alternatives to environmentally costly drilling can be developed, while culturally providing a destination that celebrates and elucidates the fragility and splendor of the OBX. Show less
Recent litigation related to offshore oil drilling has threatened North Carolina’s beautiful shoreline and biodiversity. Furthermore, the... Show moreRecent litigation related to offshore oil drilling has threatened North Carolina’s beautiful shoreline and biodiversity. Furthermore, the Outer Banks have seen a drop in tourism over the past few seasons. With a research and education center, regional alternatives to environmentally costly drilling can be developed, while culturally providing a destination that celebrates and elucidates the fragility and splendor of the OBX. Show less
Recent litigation related to offshore oil drilling has threatened North Carolina’s beautiful shoreline and biodiversity. Furthermore, the... Show moreRecent litigation related to offshore oil drilling has threatened North Carolina’s beautiful shoreline and biodiversity. Furthermore, the Outer Banks have seen a drop in tourism over the past few seasons. With a research and education center, regional alternatives to environmentally costly drilling can be developed, while culturally providing a destination that celebrates and elucidates the fragility and splendor of the OBX. Show less
Analyzing free-form natural language expressions “in the network”—that is, on programmable switches and smart NICs—would enable packet... Show moreAnalyzing free-form natural language expressions “in the network”—that is, on programmable switches and smart NICs—would enable packet-handling decisions that are based on the textual content of flows. This analysis would support richer, latency-critical data services that depend on language analysis—such as emergency response, misinformation classification, customer support, and query-answering applications. But packet forwarding and processing decisions usually rely on simple analyses based on table look-ups that are keyed on well-defined (and usually fixed size) header fields. P4 is the state of the art domain-specific language for programming network equipment, but, to the best of our knowledge, analyzing free-form text using P4 has not yet been investigated. Although there is an increasing variety of P4-programmable commodity network hardware available, using P4 presents considerable technical challenges for text analysis since the language lacks loops and fractional datatypes.
This paper presents the first Bayesian spam classifier written in P4 and evaluates it using a standard dataset. The paper contributes techniques for the tokenization, analysis, and classification of free-form text using P4, and investigates trade-offs between classification accuracy and resource usage. It shows how classification accuracy can be tuned between 69.1% and 90.4%, and how resource usage can be reduced to 6% by trading-off accuracy. It uses the spam filtering use-case to motivate the need for more research into in network text analysis to enable future “semantic analysis” applications in programmable networks. Show less