Conformational Changes During the Nanosecond- To-Millisecond Unfolding of Ubiquitin

Total Page:16

File Type:pdf, Size:1020Kb

Conformational Changes During the Nanosecond- To-Millisecond Unfolding of Ubiquitin Conformational changes during the nanosecond- to-millisecond unfolding of ubiquitin Hoi Sung Chung, Munira Khalil*, Adam W. Smith, Ziad Ganim, and Andrei Tokmakoff† Department of Chemistry, Massachusetts Institute of Technology, Cambridge, MA 02139 Communicated by Robert J. Silbey, Massachusetts Institute of Technology, Cambridge, MA, November 19, 2004 (received for review September 9, 2004) Steady-state and transient conformational changes upon the ther- desirable in fast folding experiments because they have the mal unfolding of ubiquitin were investigated with nonlinear IR intrinsic time resolution to follow the fastest processes. Never- spectroscopy of the amide I vibrations. Equilibrium temperature- theless, relating these experiments to nuclear coordinates that dependent 2D IR spectroscopy reveals the unfolding of the ␤-sheet characterize a protein structure or conformation is not trivial, of ubiquitin through the loss of cross peaks formed between particularly in the presence of disorder. transitions arising from delocalized vibrations of the ␤-sheet. Of these probing methods, we have chosen to use vibrational Transient unfolding after a nanosecond temperature jump is mon- spectroscopy of the amide transitions of the protein backbone, itored with dispersed vibrational echo spectroscopy, a projection because it is intrinsic to all proteins and has perhaps the most of the 2D IR spectrum. Whereas the equilibrium study follows a direct connection to protein conformation. IR spectroscopy on simple two-state unfolding, the transient experiments observe amide I transitions (primarily CO stretching; 1,600–1,700 cmϪ1) complex relaxation behavior that differs for various spectral com- has been widely used for folding studies of proteins (7, 14–17) ponents and spans 6 decades in time. The transient behavior can be and peptides (9, 18–20), primarily because amide I spectra have separated into fast and slow time scales. From 100 ns to 0.5 ms, the peak positions that depend on secondary structure. The fre- spectral features associated with ␤-sheet unfolding relax in a quency–structure correlation is a result of through-space elec- sequential, nonexponential manner, with time constants of 3 ␮s trostatic couplings that depend on the distance and orientation and 80 ␮s. By modeling the amide I vibrations of ubiquitin, this between the many amide I vibrations of each of the protein’s observation is explained as unfolding of the less stable strands III–V peptide units (21, 22). These couplings, which are spectroscop- of the ␤-sheet before unfolding of the hairpin that forms part of ically significant for separations on the order of 3–8 Å, lead to the hydrophobic core. This downhill unfolding is followed by vibrational excitations that extend over large regions of the exponential barrier-crossing kinetics on a 3-ms time scale. protein and have IR transition frequencies that are sensitive to the configuration of peptide units with respect to one another protein-folding dynamics ͉ temperature jump ͉ nonlinear IR spectroscopy and hydrogen bonding to the peptide carbonyls (21, 23). Although the IR spectrum encodes information on the 3D escribing the conformational changes of proteins as they structure of the protein, traditional IR spectroscopy has been Dfold from a disordered denatured state to a compact native limited in its use as a structural probe because spectral conges- state remains an important experimental objective. Studies that tion among many overlapping features washes out the informa- examine this subject provide a molecular interpretation to the tion of interest. 13C isotope labeling, which red-shifts the labeled conceptual framework of the energy landscape picture (1–3) and amide I frequency by 35–40 cmϪ1 and is thought to localize the allow more direct comparison of experiment and simulation (4, vibration, is one approach to spectral simplification that has been 5). Viewed as a problem in molecular dynamics, characterizing used for small helical peptides (9, 18–20). To probe conforma- protein folding poses considerable challenges because it calls for tionally sensitive delocalized states and defeat spectral conges- a statistical yet structurally sensitive description of a heteroge- tion, we choose to probe protein unfolding with nonlinear IR neous ensemble in solution evolving over many decades in time. spectroscopy. Our methods use sequences of femtosecond IR Most protein-folding experiments measure kinetics: the rate pulses to interrogate vibrational couplings, dissect congested of appearance or disappearance of an experimental signature for spectra, and reveal transient structural information with pico- a particular species, typically on millisecond or longer time second time resolution. One such method is 2D IR spectroscopy, scales. These results give information on the height of energetic in which a vibrational spectrum is spread over two frequency barriers much higher than thermal energy but say little about axes, revealing couplings through the formation of cross peaks how structure changed along the path. A number of fast folding and isolating inhomogeneous broadening on the diagonal axis experiments of proteins and peptides have shown that downhill (24). As a particular strength, we have found that 2D IR folding, in which evolution is governed by energy barriers ՇkT, spectroscopy is a sensitive indicator of antiparallel ␤-sheet can be initiated with a nanosecond temperature jump (T-jump). conformation in proteins, as a result of cross peaks that form Such experiments work in a diffusive regime that allows a freer between two characteristic IR-active vibrational modes of the exploration of available structures and provide evidence that the sheet (25–27). The shapes of these spectra are indicators of the relevant molecular time scales for folding is nanoseconds to number of strands in the sheet and its disorder. A closely related microseconds (6–9). If downhill folding can be initiated and but technically simpler nonlinear IR experiment is dispersed followed with a structure-sensitive probe, then meaningful in- vibrational echo (DVE) spectroscopy, which is related to a formation can be obtained on the underlying molecular dynam- projection of the 2D IR spectrum onto one frequency axis. As ics of folding. We report here on such an experiment, a confor- a result of this projection, DVE spectra are not as detailed as 2D mationally sensitive probing of downhill unfolding of ubiquitin IR spectra, yet they still retain a unique sensitivity to vibrational over nanosecond-to-millisecond time scales after a T-jump. The vast range of length and time scales involved in protein folding and unfolding ensures that no single experimental tech- Abbreviations: DVE, dispersed vibrational echo; FTIR, Fourier transform IR; T-jump, tem- nique can capture all relevant structural changes at high spatial perature jump. resolution in solution. Optical and IR spectroscopies such as *Present address: Lawrence Berkeley National Laboratory, Berkeley, CA 94720-8198. fluorescence-based methods (10, 11), time-resolved circular †To whom correspondence should be addressed. E-mail: [email protected]. dichroism (12), Raman (13), and IR absorption (14, 15) are © 2005 by The National Academy of Sciences of the USA 612–617 ͉ PNAS ͉ January 18, 2005 ͉ vol. 102 ͉ no. 3 www.pnas.org͞cgi͞doi͞10.1073͞pnas.0408646102 Downloaded by guest on September 23, 2021 couplings and secondary structure that is not present in con- in the supporting information, which is published on the PNAS ventional IR experiments (27). web site. We report on conformational changes during the thermal unfolding of ubiquitin studied both at equilibrium, with temper- Results ature-dependent 2D IR and DVE spectroscopy, and transiently, Equilibrium Thermal Unfolding. The conformational changes upon with DVE spectroscopy after a nanosecond T-jump. Equilibrium the thermal unfolding of ubiquitin as monitored by temperature- experiments suggest that the system obeys simple two-state dependent Fourier transform IR (FTIR), 2D IR, and DVE folding kinetics, but transient experiments reveal a more com- spectra are shown in Fig. 1. FTIR absorption spectra, shown in Ϫ plex relaxation behavior spanning 6 decades in time. From 100 Fig. 1a, are asymmetric, with a peak at 1,642 cm 1 and a shoulder Ϫ ns to 0.5 ms, we observe a nonexponential, sequential loss of two at 1,676 cm 1. Although broad and quite featureless, the asym- ␤-sheet transitions that originate in delocalized ␤-sheet vibra- metry is suggestive of the two-peak structure that arises from tions. On millisecond time scales, we cross into a kinetic regime, amide I vibrational couplings in antiparallel ␤-sheets (21, 28). Ϫ characterized by a concerted 3-ms exponential unfolding. An The strong band (1,630–1,650 cm 1) has a transition moment roughly perpendicular to the ␤-strands, and we label it ␯Ќ, energy landscape represented in terms of native contacts be- Ϫ tween different strands of the ␤-sheet is proposed to explain the whereas the transition moment of the weak band (Ϸ1,680 cm 1) ␯ experiments. is near parallel to the strands and is designated ʈ.Asthe temperature is raised from 58°C to 77°C, a very small decrease Methods in the peak intensity and increase in the 1,650–1,660 cmϪ1 range Nonlinear IR Spectroscopy. Detailed descriptions of the nonlinear is observed. IR experiments can be found in refs. 24, 26, and 27, including the The vibrational transitions within the congested amide I line methods of acquiring 2D IR spectra and the relationship
Recommended publications
  • HOW FAST IS RF? by RON HRANAC
    Originally appeared in the September 2008 issue of Communications Technology. HOW FAST IS RF? By RON HRANAC Maybe a better question is, "What's the speed of an electromagnetic signal in a vacuum?" After all, what we call RF refers to signals in the lower frequency or longer wavelength part of the electromagnetic spectrum. Light is an electromagnetic signal, too, existing in the higher frequency or shorter wavelength part of the electromagnetic spectrum. One way to look at it is to assume that RF is nothing more than really, really low frequency light, or that light is really, really high frequency RF. As you might imagine, the numbers involved in describing RF and light can be very large or very small. For more on this, see my June 2007 CT column, "Big Numbers, Small Numbers" (www.cable360.net/ct/operations/techtalk/23783.html). According to the National Institute of Standards and Technology, the speed of light in a vacuum, c0, is 299,792,458 meters per second (http://physics.nist.gov/cgi-bin/cuu/Value?c). The designation c0 is one that NIST uses to reference the speed of light in a vacuum, while c is occasionally used to reference the speed of light in some other medium. Most of the time the subscript zero is dropped, with c being a generic designation for the speed of light. Let's put c0 in terms that may be more familiar. You probably recall from junior high or high school science class that the speed of light is 186,000 miles per second.
    [Show full text]
  • Guide for the Use of the International System of Units (SI)
    Guide for the Use of the International System of Units (SI) m kg s cd SI mol K A NIST Special Publication 811 2008 Edition Ambler Thompson and Barry N. Taylor NIST Special Publication 811 2008 Edition Guide for the Use of the International System of Units (SI) Ambler Thompson Technology Services and Barry N. Taylor Physics Laboratory National Institute of Standards and Technology Gaithersburg, MD 20899 (Supersedes NIST Special Publication 811, 1995 Edition, April 1995) March 2008 U.S. Department of Commerce Carlos M. Gutierrez, Secretary National Institute of Standards and Technology James M. Turner, Acting Director National Institute of Standards and Technology Special Publication 811, 2008 Edition (Supersedes NIST Special Publication 811, April 1995 Edition) Natl. Inst. Stand. Technol. Spec. Publ. 811, 2008 Ed., 85 pages (March 2008; 2nd printing November 2008) CODEN: NSPUE3 Note on 2nd printing: This 2nd printing dated November 2008 of NIST SP811 corrects a number of minor typographical errors present in the 1st printing dated March 2008. Guide for the Use of the International System of Units (SI) Preface The International System of Units, universally abbreviated SI (from the French Le Système International d’Unités), is the modern metric system of measurement. Long the dominant measurement system used in science, the SI is becoming the dominant measurement system used in international commerce. The Omnibus Trade and Competitiveness Act of August 1988 [Public Law (PL) 100-418] changed the name of the National Bureau of Standards (NBS) to the National Institute of Standards and Technology (NIST) and gave to NIST the added task of helping U.S.
    [Show full text]
  • Low Latency – How Low Can You Go?
    WHITE PAPER Low Latency – How Low Can You Go? Low latency has always been an important consideration in telecom networks for voice, video, and data, but recent changes in applications within many industry sectors have brought low latency right to the forefront of the industry. The finance industry and algorithmic trading in particular, or algo-trading as it is known, is a commonly quoted example. Here latency is critical, and to quote Information Week magazine, “A 1-millisecond advantage in trading applications can be worth $100 million a year to a major brokerage firm.” This drives a huge focus on all aspects of latency, including the communications systems between the brokerage firm and the exchange. However, while the finance industry is spending a lot of money on low- latency services between key locations such as New York and Chicago or London and Frankfurt, this is actually only a small part of the wider telecom industry. Many other industries are also now driving lower and lower latency in their networks, such as for cloud computing and video services. Also, as mobile operators start to roll out 5G services, latency in the xHaul mobile transport network, especially the demanding fronthaul domain, becomes more and more important in order to reach the stringent 5G requirements required for the new class of ultra-reliable low-latency services. This white paper will address the drivers behind the recent rush to low- latency solutions and networks and will consider how network operators can remove as much latency as possible from their networks as they also race to zero latency.
    [Show full text]
  • Timestamp Precision
    Timestamp Precision Kevin Bross 15 April 2016 15 April 2016 IEEE 1904 Access Networks Working Group, San Jose, CA USA 1 Timestamp Packets The orderInfo field can be used as a 32-bit timestamp, down to ¼ ns granularity: 1 s 30 bits of nanoseconds 2 ¼ ms µs ns ns Two main uses of timestamp: – Indicating start or end time of flow – Indicating presentation time of packets for flows with non-constant data rates s = second ms = millisecond µs = microsecond ns = nanosecond 15 April 2016 IEEE 1904 Access Networks Working Group, San Jose, CA USA 2 Presentation Time To reduce bandwidth during idle periods, some protocols will have variable rates – Fronthaul may be variable, even if rate to radio unit itself is a constant rate Presentation times allows RoE to handle variable data rates – Data may experience jitter in network – Egress buffer compensates for network jitter – Presentation time is when the data is to exit the RoE node • Jitter cleaners ensure data comes out cleanly, and on the right bit period 15 April 2016 IEEE 1904 Access Networks Working Group, San Jose, CA USA 3 Jitter vs. Synchronization Synchronization requirements for LTE are only down to ~±65 ns accuracy – Each RoE node may be off from TAI by up to 65 ns (or more in some circumstances) – Starting and ending a stream may be off by this amount …but jitter from packet to packet must be much tighter – RoE nodes should be able to output data at precise relative times if timestamp is used for a given packet – Relative bit time within a flow is important 15 April 2016 IEEE 1904 Access
    [Show full text]
  • Simulating Nucleic Acids from Nanoseconds to Microseconds
    UC Irvine UC Irvine Electronic Theses and Dissertations Title Simulating Nucleic Acids from Nanoseconds to Microseconds Permalink https://escholarship.org/uc/item/6cj4n691 Author Bascom, Gavin Dennis Publication Date 2014 Peer reviewed|Thesis/dissertation eScholarship.org Powered by the California Digital Library University of California UNIVERSITY OF CALIFORNIA, IRVINE Simulating Nucleic Acids from Nanoseconds to Microseconds DISSERTATION submitted in partial satisfaction of the requirements for the degree of DOCTOR OF PHILOSOPHY in Chemistry, with a specialization in Theoretical Chemistry by Gavin Dennis Bascom Dissertation Committee: Professor Ioan Andricioaei, Chair Professor Douglas Tobias Professor Craig Martens 2014 Appendix A c 2012 American Chemical Society All other materials c 2014 Gavin Dennis Bascom DEDICATION To my parents, my siblings, and to my love, Lauren. ii TABLE OF CONTENTS Page LIST OF FIGURES vi LIST OF TABLES x ACKNOWLEDGMENTS xi CURRICULUM VITAE xii ABSTRACT OF THE DISSERTATION xiv 1 Introduction 1 1.1 Nucleic Acids in a Larger Context . 1 1.2 Nucleic Acid Structure . 5 1.2.1 DNA Structure/Motion Basics . 5 1.2.2 RNA Structure/Motion Basics . 8 1.2.3 Experimental Techniques for Nucleic Acid Structure Elucidation . 9 1.3 Simulating Trajectories by Molecular Dynamics . 11 1.3.1 Integrating Newtonian Equations of Motion and Force Fields . 12 1.3.2 Treating Non-bonded Interactions . 15 1.4 Defining Our Scope . 16 2 The Nanosecond 28 2.1 Introduction . 28 2.1.1 Biological Processes of Nucleic Acids at the Nanosecond Timescale . 29 2.1.2 DNA Motions on the Nanosecond Timescale . 32 2.1.3 RNA Motions on the Nanosecond Timescale .
    [Show full text]
  • Discovery of Frequency-Sweeping Millisecond Solar Radio Bursts Near 1400 Mhz with a Small Interferometer Physics Department Senior Honors Thesis 2006 Eric R
    Discovery of frequency-sweeping millisecond solar radio bursts near 1400 MHz with a small interferometer Physics Department Senior Honors Thesis 2006 Eric R. Evarts Brandeis University Abstract While testing the Small Radio Telescope Interferometer at Haystack Observatory, we noticed occasional strong fringes on the Sun. Upon closer study of this activity, I find that each significant burst corresponds to an X-ray solar flare and corresponds to data observed by RSTN. At very short integrations (512 µs), most bursts disappear in the noise, but a few still show very strong fringes. Studying these <25 events at 512 µs integration reveals 2 types of burst: one with frequency structure and one without. Bursts with frequency structure have a brightness temperature ~1013K, while bursts without frequency structure have a brightness temperature ~108K. These bursts are studied at higher frequency resolution than any previous solar study revealing a very distinct structure that is not currently understood. 1 Table of Contents Abstract ..........................................................................................................................1 Table of Contents...........................................................................................................3 Introduction ...................................................................................................................5 Interferometry Crash Course ........................................................................................5 The Small Radio Telescope
    [Show full text]
  • Microsecond and Millisecond Dynamics in the Photosynthetic
    Microsecond and millisecond dynamics in the photosynthetic protein LHCSR1 observed by single-molecule correlation spectroscopy Toru Kondoa,1,2, Jesse B. Gordona, Alberta Pinnolab,c, Luca Dall’Ostob, Roberto Bassib, and Gabriela S. Schlau-Cohena,1 aDepartment of Chemistry, Massachusetts Institute of Technology, Cambridge, MA 02139; bDepartment of Biotechnology, University of Verona, 37134 Verona, Italy; and cDepartment of Biology and Biotechnology, University of Pavia, 27100 Pavia, Italy Edited by Catherine J. Murphy, University of Illinois at Urbana–Champaign, Urbana, IL, and approved April 11, 2019 (received for review December 13, 2018) Biological systems are subjected to continuous environmental (5–9) or intensity correlation function analysis (10). CPF analysis fluctuations, and therefore, flexibility in the structure and func- bins the photon data, obscuring fast dynamics. In contrast, inten- tion of their protein building blocks is essential for survival. sity correlation function analysis characterizes fluctuations in the Protein dynamics are often local conformational changes, which photon arrival rate, accessing dynamics down to microseconds. allows multiple dynamical processes to occur simultaneously and However, the fluorescence lifetime is a powerful indicator of rapidly in individual proteins. Experiments often average over conformation for chromoproteins and for lifetime-based FRET these dynamics and their multiplicity, preventing identification measurements, yet it is ignored in intensity-based analyses. of the molecular origin and impact on biological function. Green 2D fluorescence lifetime correlation (2D-FLC) analysis was plants survive under high light by quenching excess energy, recently introduced as a method to both resolve fast dynam- and Light-Harvesting Complex Stress Related 1 (LHCSR1) is the ics and use fluorescence lifetime information (11, 12).
    [Show full text]
  • Comparison of Responses of Tattoos to Picosecond and Nanosecond Q-Switched Neodymium:YAG Lasers
    STUDY Comparison of Responses of Tattoos to Picosecond and Nanosecond Q-Switched Neodymium:YAG Lasers CDR E. Victor Ross, USN; George Naseef, MD; Charles Lin, PhD; Michael Kelly, MS; Norm Michaud, MS; Thomas J. Flotte, MD; Jill Raythen; R. Rox Anderson, MD Objective: To test the hypothesis that picosecond la- ated with the study (and blinded to the treatment type) ser pulses are more effective than nanosecond domain evaluated photographs to assess tattoo lightening. For- pulses in clearing of tattoos. malin-fixed specimens were examined for qualitative epi- dermal and dermal changes as well as depth of pigment Design: Intratattoo comparison trial of 2 laser treat- alteration. Electron micrographs were examined for par- ment modalities. ticle electron density and size changes (in vivo and in vitro). The gross in vitro optical density changes were Setting: A large interdisciplinary biomedical laser labo- measured. ratory on the campus of a tertiary medical center. Results: In 12 of 16 tattoos, there was significant light- Patients: Consecutive patients with black tattoos were ening in the picosecond-treated areas compared with enrolled; all 16 patients completed the study. those treated with nanosecond pulses. Mean depth of pigment alteration was greater for picosecond pulses, Intervention: We treated designated parts of the same but the difference was not significant. In vivo biopsy tattoo with 35-picosecond and 10-nanosecond pulses from specimens showed similar electron-lucent changes for 2 neodymium:YAG lasers. Patients received a total of 4 both pulse durations. In vitro results were similar for treatments at 4-week intervals. All laser pulse param- both pulse durations, showing increases in particle sizes eters were held constant except pulse duration.
    [Show full text]
  • Challenges Using Linux As a Real-Time Operating System
    https://ntrs.nasa.gov/search.jsp?R=20200002390 2020-05-24T04:26:54+00:00Z View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by NASA Technical Reports Server Challenges Using Linux as a Real-Time Operating System Michael M. Madden* NASA Langley Research Center, Hampton, VA, 23681 Human-in-the-loop (HITL) simulation groups at NASA and the Air Force Research Lab have been using Linux as a real-time operating system (RTOS) for over a decade. More recently, SpaceX has revealed that it is using Linux as an RTOS for its Falcon launch vehicles and Dragon capsules. As Linux makes its way from ground facilities to flight critical systems, it is necessary to recognize that the real-time capabilities in Linux are cobbled onto a kernel architecture designed for general purpose computing. The Linux kernel contain numerous design decisions that favor throughput over determinism and latency. These decisions often require workarounds in the application or customization of the kernel to restore a high probability that Linux will achieve deadlines. I. Introduction he human-in-the-loop (HITL) simulation groups at the NASA Langley Research Center and the Air Force TResearch Lab have used Linux as a real-time operating system (RTOS) for over a decade [1, 2]. More recently, SpaceX has revealed that it is using Linux as an RTOS for its Falcon launch vehicles and Dragon capsules [3]. Reference 2 examined an early version of the Linux Kernel for real-time applications and, using black box testing of jitter, found it suitable when paired with an external hardware interval timer.
    [Show full text]
  • The Effect of Long Timescale Gas Dynamics on Femtosecond Filamentation
    The effect of long timescale gas dynamics on femtosecond filamentation Y.-H. Cheng, J. K. Wahlstrand, N. Jhajj, and H. M. Milchberg* Institute for Research in Electronics and Applied Physics, University of Maryland, College Park, Maryland 20742, USA *[email protected] Abstract: Femtosecond laser pulses filamenting in various gases are shown to generate long- lived quasi-stationary cylindrical depressions or ‘holes’ in the gas density. For our experimental conditions, these holes range up to several hundred microns in diameter with gas density depressions up to ~20%. The holes decay by thermal diffusion on millisecond timescales. We show that high repetition rate filamentation and supercontinuum generation can be strongly affected by these holes, which should also affect all other experiments employing intense high repetition rate laser pulses interacting with gases. ©2013 Optical Society of America OCIS codes: (190.5530) Pulse propagation and temporal solitons; (350.6830) Thermal lensing; (320.6629) Supercontinuum generation; (260.5950) Self-focusing. References and Links 1. A. Couairon and A. Mysyrowicz, “Femtosecond filamentation in transparent media,” Phys. Rep. 441(2-4), 47– 189 (2007). 2. P. B. Corkum, C. Rolland, and T. Srinivasan-Rao, “Supercontinuum generation in gases,” Phys. Rev. Lett. 57(18), 2268–2271 (1986). S. A. Trushin, K. Kosma, W. Fuss, and W. E. Schmid, “Sub-10-fs supercontinuum radiation generated by filamentation of few-cycle 800 nm pulses in argon,” Opt. Lett. 32(16), 2432–2434 (2007). 3. N. Zhavoronkov, “Efficient spectral conversion and temporal compression of femtosecond pulses in SF6.,” Opt. Lett. 36(4), 529–531 (2011). 4. C. P. Hauri, R. B.
    [Show full text]
  • Tunable Temporal Gap Based on Simultaneous Fast and Slow Light in Electro-Optic Photonic Crystals
    Tunable temporal gap based on simultaneous fast and slow light in electro-optic photonic crystals Guangzhen Li, Yuping Chen, ∗ Haowei Jiang, Yi'an Liu, Xiao Liu and Xianfeng Chen State Key Laboratory of Advanced Optical Communication Systems and Networks, Department of Physics and Astronomy, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China ∗[email protected] Abstract: We demonstrated a tunable temporal gap based on simul- taneous fast and slow light in electro-optic photonic crystals. The light experiences an anomalous dispersion near the transmission center and a normal dispersion away from the center, where it can be accelerated and slowed down, respectively. We also obtained the switch between fast and slow light by adjusting the external electric filed. The observed largest temporal gap is 541 ps, which is crucial in practical event operation inside the gap. The results offer a new solution for temporal cloak. OCIS codes: (160.2100) Electro-optical materials; (160.4330) Nonlinear optical materials; (060.5060) Phase modulation; (230.3205) Invisibility cloaks. References and links 1. M. W. McCall, A. Favaro, P. Kinsler, and A. Boardman, “A spacetime cloak, or a history editor,” Journal of optics 13, 024003 (2011). 2. M. Fridman, A. Farsi, Y. Okawachi, and A. L. Gaeta, “Demonstration of temporal cloaking,” Nature 481, 62–65 (2012). 3. R. W. Boyd and Z. M. Shi, “Optical physics: How to hide in time,” Nature 481, 35–36 (2012). 4. K. D. Wu and G. P. Wang, “Design and demonstration of temporal cloaks with and without the time gap,” Opt. Express 21, 238–244 (2013).
    [Show full text]
  • 1 Evolution and Practice: Low-Latency Distributed Applications in Finance
    DISTRIBUTED COMPUTING Evolution and Practice: Low-latency Distributed Applications in Finance The finance industry has unique demands for low-latency distributed systems Andrew Brook Virtually all systems have some requirements for latency, defined here as the time required for a system to respond to input. (Non-halting computations exist, but they have few practical applications.) Latency requirements appear in problem domains as diverse as aircraft flight controls (http://copter.ardupilot.com/), voice communications (http://queue.acm.org/detail.cfm?id=1028895), multiplayer gaming (http://queue.acm.org/detail.cfm?id=971591), online advertising (http:// acuityads.com/real-time-bidding/), and scientific experiments (http://home.web.cern.ch/about/ accelerators/cern-neutrinos-gran-sasso). Distributed systems—in which computation occurs on multiple networked computers that communicate and coordinate their actions by passing messages—present special latency considerations. In recent years the automation of financial trading has driven requirements for distributed systems with challenging latency requirements (often measured in microseconds or even nanoseconds; see table 1) and global geographic distribution. Automated trading provides a window into the engineering challenges of ever-shrinking latency requirements, which may be useful to software engineers in other fields. This article focuses on applications where latency (as opposed to throughput, efficiency, or some other metric) is one of the primary design considerations. Phrased differently, “low-latency systems” are those for which latency is the main measure of success and is usually the toughest constraint to design around. The article presents examples of low-latency systems that illustrate the external factors that drive latency and then discusses some practical engineering approaches to building systems that operate at low latency.
    [Show full text]