Danny Segura. 169 Dylan Harnish. 2023 PFL Championship $1 million finals weigh-in highlights video from Washington, D. He focuses on the Endowment’s developed equities and marketable alternatives portfolios. Alan Liu is a licensed and certified property agent under ERA REALTY NETWORK PTE LTD in Singapore. He was also a featured artist at the Guitare. I’m a big foodie, but if I had to pick my favorite local spot to eat, I have to give it. Performed software testing in preparation for live implementation. A reliable, motivated Java craftsman with a belief in “beautiful code” and “test all the things”, a master in Computer Technology, a proven record developing scalable and high-available architecture, data models and applications. Liu Xingjun, also better known as Yi Long or One Dragon, is a Kung Fu fighter out of the Shandong Province in China. Mengyu Liu is a Male fighter from China with a 9 - 7 - 0 pro MMA record. "The transactions announced today support NextEra Energy Partners' continued ability to execute on its long-term growth plan and access attractive low-cost sources of capital," said Jim Robo, chairman and chief executive officer. Liu Captured 81. Also known as: Alan Yen Chun Liu, Alan Yen Chunliu, Alan Y Liuchun. Alan Abeles: 1: 1:00:. There are 700+ professionals named "Alan Liu", who use LinkedIn to exchange information, ideas, and opportunities. Austin "The Dynasty" Liu MMA Stats, Pictures, News, Videos, Biography - Sherdog. . View complete Tapology profile, bio, rankings, photos, news and record. 17-3-0 18-8-4. Alan Lau. Jiahao Liu (0-1-0) is a Pro MMA Fighter out of China and the #173rd ranked Pro Mens Featherweight in China. 14 add_circle. Silver medalists. The former UFC middleweight contender closed out his career at the age of 29 after fighting Michael Bisping, who would go on to become champion, back in 2013 in the co-main event of UFC 159. Hi. Some earlier papers on the MMA [16, 5] and similar algorithms [3] have used a single, axis-centered, operator. Abel Liu. Bio. Nov 2022 - Present1 year. Contact | 60 articles. View the profiles of professionals named "Alan Liu" on LinkedIn. WLF MMA 56 | 2021. You will now have a Chinese IP address and browse the web as though you are in China. There are 700+ professionals named "Alan Liu", who use LinkedIn to exchange information, ideas, and opportunities. Alan Liu Saturday, March 24, 2018, 2:00 PM Frye Art Museum Recital Hall, 704 Terry Avenue, Seattle, WA 98104-2019. Meifei (Melody) has 5 jobs listed on their profile. Alan (XuKun) Liu: Mastering an imperfect instrument. Mengyu Liu lost to Huwanixi Wusikenbieke by Submission at 2:17 of Round 2 in the Featherweight division. "The Dynasty" Austin Liu (0-3-0) is a Pro MMA Fighter out of Fresno, CA and the #137th ranked Pro Mens Bantamweight in California. Contact Alan directly. Liu is an Assistant Professor of Electrical and Computer Engineering and of Computer Science at Boston University. SKYPE:LIUZHONGP1 QQ:291717901 EMAIL:ALAN. There are 700+ professionals named "Alan Liu", who use LinkedIn to exchange information, ideas, and opportunities. Expand All Details add_circle. Fighter Details. Catchweight · 165 lbs | Amateur MMA. , for USMS Inc. Physics, Biology. alan liu . The industry pioneer in UFC, Bellator and all things MMA (aka Ultimate Fighting). ALAN LIU RELATED NEWS. There are 700+ professionals named "Alan Liu", who use LinkedIn to exchange information, ideas, and opportunities. The funding is a highly competitive Major Research Instrumentation award. MMA Junkie: UFC Sao Paulo: Ismael Bonfim vs. Kai Asakura (20-4-0) is a Pro MMA Fighter out of Japan and the #78th ranked Top Bantamweight MMA fighter. Find Alan Liu's phone number, address, and email on Spokeo, the leading online directory for contact information. boxing discussion kickboxing bare knuckle boxing + more. Sitong Liu (1-0-0) is a Pro MMA Fighter out of China. 15 | Newark, Ohio. He has published monographs titled Wordsworth: The Sense of History (1989); T he Laws of Cool: Knowledge Work and the Culture of Information (2004); Local Transcendence: Essays on Postmodern Historicism and the Database (2008), and. View Bird vs. Developed. Xiaoyang Liu: Road FC 32 - Road Fighting Championship 32. Dearly loved son of Barry R. Alan Liu, MD is a Child & Adolescent Psychiatry Specialist in New York, NY. Alan Liu New Alexandria, VA. Austin, Texas, United States. 12 February 1973 – The release of U. Shawn Sitthikoun defeats Bernie Liu via 3 Round Decision Sitthikoun Decision Round 3. • Developed their first personalized recommendation system using SQL Server, Java. 02. Dover Fueling Solutions. View the profiles of professionals named "Alan Liu" on LinkedIn. There are two distinct variations of Tàizǔquán, the Northern Style: Tàizǔ Zhǎngquán ( Eng. Alan L Hart. Alan Liu has 14 books on Goodreads with 465 ratings. Alan was promoted to Q-Hub Operation Manager to manage daily operation after 3 years of services. With a robust skill set that includes Management, Real Estate, Real Estate Economics, Investment Properties, Asset Management and more, Alan Liu contributes valuable insights to the industry. There are 100+ professionals named "Alan Liu", who use LinkedIn to exchange information, ideas, and opportunities. - All the biggest upcoming MMA & Boxing fights - Create a free Tapology account to play. Alan Sean Liu, MD, is a specialist in psychiatry who treats patients in Bayside, NY. View complete Tapology profile, bio, rankings, photos, news and record. 1972 she/her US Army Captain Lydia Foy: b. Atlanta, USA. beep boop | Learn more about Alan Liu's work experience, education, connections & more by visiting their profile on LinkedIn Alan Liu talks about his MMA fights so far, training and his mindset of his upcoming fight. In Mortal Kombat, MMA fighter Cole Young, accustomed to taking a beating for money, is unaware of his heritage—or why Outworld's Emperor Shang Tsung has sent his best warrior, Sub-Zero, an otherworldly Cryomancer, to hunt Cole down. Pf is part of the Business Services industry, and located in Pennsylvania, United States. - Designed and implemented end-to-end flow for testing play-out of growing video clips using Python. I had no clue how fast and far ahead these guys are. Alan Liu completed their Bachelor of Science in International Business from National Chengchi University between 2009 and 2013. LinkedIn is the world’s largest business network, helping professionals like Alan Liu discover inside connections to recommended job. Alan Liu reposted this Report this post Report Report. ALAN LIU RELATED NEWS. com: UFC parts ways with Mike Breeden after his thrilling comeback win at. Liu is a Psychiatrist in Bayside, NY. Alan Liu is a staff reporter for Student Life. Generative AI strategy | Learn more about Alan Liu's work experience, education, connections & more by. The industry pioneer in UFC, Bellator and all things MMA (aka Ultimate Fighting). View the profiles of professionals named "Alan. Bryan S. Dauskardt, “ Predictive fracture mechanics and photochemical reaction kinetics modeling of PV module reliability ”, Materials Research Society, San Francisco, CA, April 11 2023. menu. Wei Liu (0-1-0) is a Pro MMA Fighter out of Hubei, China. By Kat Moon. Alan Belcher is one of the few fighters to have walked away from MMA while still being very much in his prime. The industry pioneer in UFC, Bellator and all things MMA (aka Ultimate Fighting). LIU, Alan B. Aug 2017 - May 20235 years 10 months. load links from unpaywall. Read All. Combined with my time as a software developer, I strive to. ET MMAFighting. , for USMS Inc. RFC Way of the Dragon: 2017 Taiwan Amateur MMA Tournament 02 | 2017. Join to view full profile. His office accepts new patients and telehealth appointments. Alan Belcher would absolutely welcome the chance to throw hands with Francis Ngannou in the boxing ring or in a bare-knuckle fight, and he has no doubt there would be a knockout. 2-0-0 2-0-0. You Hao Liu MMA Fight Record view_list Sport Filters: MMA Kickbox amateur results. Alan joined the Yale Investments Office in July 2021 after interning as an undergraduate. Jun 2023 - Present4 months. boxing discussion kickboxing bare knuckle boxing + more. Chinese MMA Super League. May 2017 - Sep 2017 5 months. The course will also cover routing protocols such as link state and distance vector, multicast routing, and path vector protocols (e. New York, New York, United States1K followers 500+ connections. Weight Class: Featherweight | Last Weigh-In: 144. A. The Importance of Humanities. Software Engineer Intern. Data-as-a-Service Data Management Data Enrichment API & Webhooks. Undergraduate: Agnes Scott College. MMA news, interviews, pictures, videos and more since 1997. Alan Liu, who trains at Stout Training Pittsburgh - Renzo Gracie Team, talks about his upcoming fight for 247 Fighting Championships. B. Inventors: Christopher F. Paper presented in debate on ‘Collective intelligence or silicon cage? Digital culture in the twenty-first century – a bilingual dialogue between Alan Liu and Pierre Lévy’, Society for Digital Humanities 2010 Conference. "I am honored to be joining the University of Maryland, a university known for its research prowess and exceptional faculty," Liu said. Alan F. View Alan Liu’s professional profile on LinkedIn. 27 add_circle. Name: Alan Liu. Back Submit. The Multiscale Medial Axis is a means for detecting and rep-. What is Alan Liu's HQ phone number? Alan Liu's HQ phone number is +1 561-694-4697. Liu et al. Benjamin Paquay, Oldsmard, Florida, USA, **3-1/1, 215, 6'5", 17, 6-20-02, Jean Paquay, (813) 506-3680, - (8-5-19) (**) Benjamin Paquay was not truthful about his fight record for. Pizer, and Alan Liu Department of Computer Science University of North Carolina at Chapel Hill Chapel Hill, North Carolina 27599-3175 Abstract. Shawn Sitthikoun Bernie Liu. (Alan Liu is Professor in the English Department at the University of California, Santa Barbara, and previously a faculty member in the English Department and British Studies Program at Yale University. Akashnil Dutta (2009,2010) Zachary Abel (2006) (AoPS assistant instructor) Sherry Gong (2004, 2005) Nate Ince (2004) (AoPS assistant instructor) Kiran Kedlaya (1991) ( Art of Problem Solving Foundation board member) Viktoriya Krakovna (2006) Hyun Soo Kim (2005) (AoPS assistant instructor) Alan Liu is Distinguished Professor in the English Department at the University of California, Santa Barbara, where he has in the past served as Chair (2008-2012), Graduate Program Director, and Undergraduate Program Director. H. There are 700+ professionals named "Alan Liu", who use LinkedIn to exchange information, ideas, and opportunities. There are 700+ professionals named "Alan Liu", who use LinkedIn to exchange information, ideas, and opportunities. Selected Works ofSave Cancel. Liu of Moraga, Rita Wells and her husband Dane Pitcher, deaView the profiles of professionals named "Alan Liu" on LinkedIn. View Details. View complete Tapology profile, bio, rankings, photos, news and record. Expand All Details add_circle. View complete Tapology. Search; Forum;. Contact Alan directly. 27 add_circle. This opportunity will be an incredibly meaningful one for sure…. Current Streak: 4 Wins. 11. The candlestick pattern is a widely used empirical model of investment decision and the. Alan Liu, MD, is a Psychiatry specialist practicing in Bayside, NY with 24 years of experience. Show more detail. Etihad Arena, Abu Dhabi, United Arab Emirates. This directory covers Alan Liu. Abel Liu is the 1st openly transgender and 1st Chinese-American student to be elected as Student Council president. Jun Liu (1-8-0) is a Pro MMA Fighter out of Shandong, China and the #148th ranked Pro Mens Featherweight in China. BMC (Time Machine) Official BMC Time Machine Owners Thread; New BMC Tri/TT bike photo; Canyon Speedmax. Alan (Zaoxing) Liu will join the University of Maryland's Department of Computer Science as an assistant professor in fall 2023. Chau & Associates. , 59, 14910-14920 (2020) Liu A. Email [email protected] Alan Liu’s profile on LinkedIn, the world’s largest professional community. MMA Junkie: UFC Fight Night 231 weigh-in results MMA Junkie: Every UFC event in history with three or more weigh-in misses MMA Junkie: MMA Junkie's Submission of the Month for October: Muhammad Mokaev's continues chase for history MMA Junkie: Sadibou Sy wants to prove he can outgrapple Magomed Magomedkerimov at 2023 PFL Championships View Alan Liu's business profile as Investment Professional at Davidson Kempner Capital Management. Solutions. Fearing for his family's safety, Cole goes in search of Sonya Blade at the direction of Jax, a Special Forces. Website. Alan Liu has been assisting clients in the rent and sale of condos, apartments, HDB real estate. The new instrument, designed to detect meteors in the region, will replace an aging radar now in place, said Liu, professor of. See Photos. g. Guidelines recommend the use of antidepressant drugs (ADs) for the management of depression in cancer. Where possible, we will provide links to the streaming. LIU@LONGMENGXIN. 13, its 2024 list of semifinalist high school students who will now compete for a share of about 7,140 scholarships worth. Others named Alan Liu in United States. • Developed their first personalized recommendation system using SQL Server, Java. degree in electrical engineering and computer science from the University of Illinois, Chicago, in 1994. View the profiles of professionals named "Alan Liu" on LinkedIn. People named Alan Liu New. Fosun Hani Securities. Born in Xi’An, China in December of 2001, Alan began studying piano and guitar at the age. Current Streak: 4 Wins. Alan Liu Imports at Leonardi & co usa inc Queens County, NY. Alan Liu Imports at Leonardi & co usa inc Queens County, NY. Title: Senior 1. Software Engineer Intern. Animal Pentathlete Awards will be presented after completion of the 400. In this paper, we propose a frequentist model averaging estimator for composite quantile regressions. Back Submit. He is the author of Friending the Past: The Sense of History in the Digital Age (2018), Local Transcendence: Essays on Postmodern Historicism and the Database (2008), The Laws of Cool: Knowledge Work and the Culture of Information (2004. Select this result to view Alan Wei Liu's phone number, address, and more. Alan Liu (S'93–M'95) received the Ph. Alan Liu Saturday, March 24, 2018, 2:00 PM Frye Art Museum Recital Hall, 704 Terry Avenue, Seattle, WA 98104-2019. RFC Way of the Dragon: 2017 Taiwan Amateur MMA Tournament 02 | 2017. 05. com. Hosted by Mountain View Masters. S. Back Submit. Filed: November 19, 2021. Acknowledgements: We are grateful to National Science Foundation, Red Hat, Microsoft, MOC Alliance for their generous support. 5 lbs. Dearly beloved son of Barry R. Alicia Liu: b. He is also an affiliated faculty member of UCSB's Center for Information Technology & Society and Media Arts & Technology. Alan Liu is Distinguished Professor in the English Department at the University of California, Santa Barbara. Open your new VPN app and, before you connect to a server, check your settings to ensure that you are using OpenVPN encryption, or IKEV2/IPsec if you are using Mac. ONE Championship @ONEChampionship. @alanyliu. Mengyu Liu is a Male fighter from China with a 9 - 7 - 0 pro MMA record. Alan Liu is Distinguished Professor in the Department of English at the University of California, Santa Barbara. 11. Location: Eagle Park Pool, 650 Franklin Street, Mountain View, CA 94041. Liu, who formerly led North Asia operations for competing property agency Colliers International. Alan Ivan Ramos. The 16th Annual Alan Liu Memorial SCM Meet. Who are Alan Liu's colleagues?Alan Liu is Distinguished Professor in the English Department at the University of California, Santa Barbara, where he has in the past served as Chair (2008-2012), Graduate Program Director, and Undergraduate Program Director. 3. There are 700+ professionals named "Alan Liu", who use LinkedIn to exchange information, ideas, and. Oral Presentation. They accept 54 insurance plans. Liu’s research focuses on systems, networking and applied algorithms. (2010) also found that the R161Q mutation was associated with a late onset and relatively mild. Javier. Knight Frank, today announced a new structure for its China operations, creating the role of China Managing Director, with industry veteran Alan Liu being appointed to fill the new top slot on the mainland. Alan Liu’s Post Alan Liu Football Projects Manager 3y Report this post Report Report. Manhasset. Alan Liu has been working as a Inside Sales Manager at Yamaichi Electronics for 22 years. COM TEL:0086-13823729555 Welcome inquiry and stock trading! #INTEL #CPU #IPC #HBA #CHIPSET. Find your friends on Facebook. Find Alan Liu's phone number, address, and email on Spokeo, the leading online directory for contact information. . Alan Liu The multiscale medial axis (MMA) is a principled means of describing both the spatial and width properties of objects in grey-scale images. We would like to show you a description here but the site won’t allow us. MMA news, interviews, pictures, videos and more since 1997. MMA news, interviews, pictures, videos and more since 1997. Also known as: Alan Lui. View Meifei (Melody) Liu, CPA, CA, MMA’s profile on LinkedIn, the world’s largest professional community. He is also an alumnus of the Aspen Music Festival. SKYPE:LIUZHONGP1 #INTEL #CPU #HBA #trading QQ:291717901 EMAIL:ALAN. Back Submit. Huazheng Liu (0-2-0) is a Pro MMA Fighter out of China and the #128th ranked Pro Mens Flyweight in China. Alan received a Bachelor of Arts degree from. Liked by Alan Liu. Ep. View complete Tapology profile, bio, rankings, photos, news and record. 2018. Overall, Alan has gained expertise in sales, media production, and football-related roles throughout their career. 2023. MMA news, interviews, pictures, videos and. Alan LIU, Section Head - Geospace | Cited by 2,931 | of National Science Foundation, Alexandria (NSF) | Read 172 publications | Contact Alan LIUAlan Liu @ayliu I gave a talk recently on “Reframing the Humanities as Useful” for the National Academy of Arts & Science’s symposium on “The Heart of the Matter at 10: The Past and Present of the Humanities” – an event themed around the tenth anniversary of the Academy’s “The Heart of the Matter” report. Alan possesses strong talent and executive skills in people leadership, business development and strategic planning. Successfully designed, tested, and implemented standard operational procedures onto production lines. See the complete profile on LinkedIn and discover Alan’s connections and jobs at similar companies. A very unfinished Linkedin profile. Assignee: NOVA MEASURING INSTRUMENTS, INC. We would like to show you a description here but the site won’t allow us. Nucor Corporation in 2020, Alan Liu Financial Report Mar 2023 - Apr 2023 Business 800 Capstone course project assessment on the year-on-year financial health of Nucor Corporation. He is a co-found member of Strømlinet Nano Inc. San Jose, California. Kai Asakura (朝倉 海, Asakura Kai, born 31 October 1993) is a Japanese mixed martial artist currently competing as a bantamweight in the Rizin Fighting Federation. 300 Lighting Way Ste 210 Secaucus, NJ 7094-3646 2545408 09/08/1993 2 ADEWALE-SADIK ADEMOLA OLUSEYI WACHTELL, LIPTON, ROSEN AND KATZ 51 WEST 52ND STREET NEW YORK, NY 10019-6119 5217534 04/07/2014 1 ADLE SHERYLN LEE InnoTechLaw, Law Office of Sheryl Adle, Esq. Island MMA Training Center, Victoria, British Columbia. There are 30+ professionals named "Alan Liu", who use LinkedIn to exchange information, ideas, and opportunities. Dr. Regional rankings, schedule & news. " on LinkedIn. This provider has 24 years of experience and is affiliated with St Mary's Hospital For Children. Last Fight: May 15, 2021 in OCL. View complete Tapology profile, bio, rankings, photos, news and record. University of Maryland; Email; Twitter; Github; Google Scholar; Research Team PhD Students. Membrane Protein Purification, Protein Technologies, Discovery Research. Kniffin - updated : 10/11/2010. com: Olivier Aubin-Mercier plans extended break after 2023 PFL Finale, but it ‘could even be my last fight’ ;. 8 kg) Rui Chen Bo. Alan Liu. View complete Tapology profile, bio, rankings, photos, news and record. com : Max Holloway opens up on rough upbringing: ‘I had to endure so I can get my story out later on’ MMA Junkie : Benoit Saint-Denis has a trio of UFC lightweight 'young lions' he wants to take out Arnold Allen breaking news and and highlights for UFC 297 fight vs. Back Submit. 1002/2017GL073807. View complete Tapology profile, bio, rankings, photos, news and record. 2019 at 07:00 PM ET. See Photos. Liu is a tenured Professor in the Department of Physical Sciences at Embry-Riddle Aeronautical University in Daytona Beach, FL. He is often touted as a Shaolin Monk. 0-1-0 5-2-0. FAQ; Register; Tap In; Tapology. - PhD project focus on force spectroscopy methodology for energy landscape reconstruction at molecular/nano-scale interactions. COM TEL:0086-13823729555 Welcome inquiry and stock trading! # Like Comment Share Copy. They have also lived in New York, NY and Staten Island, NY. Date of Patent: November 21, 2023. S. Others named Alan Liu in United States. Looking for Alan Liu online? Find Instagram, Twitter, Facebook and TikTok profiles, images and more on IDCrawl - free people search website. Alan Liu Santa Barbara, CA. Alan has 5 jobs listed on their. Sep 2021 - May 2022 9 months. Back Submit. See the complete profile on LinkedIn and discover Meifei (Melody)’s connections and jobs at similar companies. Liu most recently fought Huwanixi Wusikenbieke at JCK Fight Night 2022 on Saturday May 7, 2022. Divisional Rankings. He is a Fellow of Trumbull College. keras. View complete Tapology profile, bio, rankings, photos, news and record. Etihad Arena, Abu Dhabi, United Arab Emirates. "I am honored to be joining the University of Maryland, a university known for its research prowess and exceptional faculty," Liu said. 24 | Taipei City, Taiwan Discussion Main Card | Tournament Semi-Finals | 155 lbs | Amateur MMA Alan Ivan Ramos defeats You Zhe Liu via KO/TKO at 1:15 of Round 2 Others named Alan Liu in United States. 50 8th. Dauskardt, “ Predictive fracture mechanics and photochemical reaction kinetics modeling of PV module reliability ”, Materials Research Society, San Francisco, CA, April 11 2023. Oct 14: UFC Fight Night: Yusuff vs. Billing: Main Card. Alan Liu Ohio Combat League 13 | 2021. "The Dynasty" Austin Liu (0-3-0) is a Pro MMA Fighter out of Fresno, CA and the #137th ranked Pro Mens Bantamweight in California. Watch out Joby Aviation & Lilium…. Join to view full profile. The industry pioneer in UFC, Bellator and all things MMA (aka Ultimate Fighting). Read crime and police stories from Charlotte and other Mecklenburg. Researched the design and use of mobile, location-aware systems. Reese Kelly. First Na lidar measurements of turbulence heat flux, thermal diffusivity, and energy dissipation rate in the mesopause region. Alan Liu Imports at Leonardi & co usa inc Queens County, NY. Favorite Hangout Place(s) in Boston: I love that Boston is a walkable city. A recent graduate of the Curtis Institute of Music, on this week’s On Stage at Curtis, Alan performs pieces from Rodrigo, Johanson, Barrios Mangoré and Coste. Alan Liu MMA Stats, Pictures, News, Videos, Biography - Sherdog. The Lives of Girls and Women from the Islamic World in Early Modern British Literature and Culture Author: Bernadette Andrea. Kim vs. Jan 2006 - Jun 2010 4 years 6 months. Sep 2019 - May 20211 year 9 months. 19 add_circle. View the profiles of people named Alan Liu. Alan Liu believes in delivering quality customer service to ease the clients' user journey by providing up-to-date market information and expert. Privacy notice: By enabling the option above, your. 2019 at 07:00 PM ET Referee: Venue: Printscape Arena Enclosure: Cage Location: Canonsburg, Pennsylvania, United States Bout Billing: Main Card (fight 2 of 7) Pro/Am: Amateur Weight: 155 lbs (70. Yu Kai Liu (0-2-0) is a Amateur MMA Fighter out of Taiwan. Alan Liu Analyst. An aspiring executive that wish to pursue a career in Facilities Management with a keen interest in<br>energy saving technologies, 5G technologies for buildings and also automation to improve day to day operational<br>capabilities. Alan (Zaoxing) Liu is an Assistant Professor of Electrical and Computer Engineering and of Computer Science at. The industry pioneer in UFC, Bellator and all things MMA (aka Ultimate Fighting). Turrell of Caribou, married in Caribou June 4, 1993. Sunday, September 22, 2019. Alan Liu has been assisting clients in the rent and sale of condos, apartments, HDB real estate. 5-2. • Developed suggested logos and designed bikes, sweaters, shirts, and tote bags for various Boston companies such as John. Alan Liu 247 FC: Brawl in the Burgh 5 | 2020. Alan Liu, MFA 2y Report this post After multiple frustrating moments and processes, I am excited to announce that I will have an internship with IBM iX Taiwan during this Winter and Spring!!. The 3D finite element formulation in this paper is based on the code provided by Liu et al. Alan Liu Intel Global Channel Merchants ( Cpu chipset SSD WiFi lan chip trade) 3mo.